Analyses & Essays

Comcast Corporation has a forecasted full-year revenue of $42B, a +9.6% year-over-year change, based on 10 quarters of SEC filing data.

Charter Communications, Inc. has a forecasted full-year revenue of $7.6B, a +2.9% year-over-year change, based on 9 quarters of SEC filing data.

Revenue is driven by SG&A efficiency, with each dollar of SG&A spending expected to generate about 2.51 dollars in long-run revenue.

Revenue is primarily driven by R&D investment, with a 1% increase in R&D yielding a 1.50% rise in revenue, while SG&A contributes 0.82% per 1% increment.

Doordash, Inc. has a forecasted full-year revenue of $18B, a +29.4% year-over-year change, based on 24 quarters of SEC filing data.

Revenue is driven by disciplined investments in R&D and SG&A, which translate to long-run revenue returns of $7.65 per $1 of R&D and $6.15 per $1 of SG&A.

Revenue is driven by R&D investments, which the model attributes to a long-run revenue of $50.67 per $1 spent, while SG&A spending weighs negatively, contributing $-17.27 per $1 in long-run revenue.

Revenue appears to be driven primarily by SG&A spending, with $1 of SG&A generating $144.32 of long-run revenue, while $1 of R&D spending yields a negative $5.15 in long-run revenue.

Revenue growth is driven by operating spend, with SG&A elasticity at 0.91 and R&D elasticity at 0.48 in a log-log model, meaning SG&A investments yield nearly 1% revenue lift per 1% spend—more leverage than R&D.

Revenue is forecast to be about $5.8 billion in FY, up 19.8% year over year, driven by rapid platform adoption and expanding enterprise footprints.

Datadog, Inc. has a forecasted full-year revenue of $4.2B, a +23.6% year-over-year change, based on 29 quarters of SEC filing data.

Revenue growth is driven by targeted R&D investment, which yields about a 0.18% revenue lift for every 1% increase in R&D spend, while SG&A expansion reduces revenue by about 0.23% per 1% rise, in a log-log framework.

Workday, Inc. has a forecasted full-year revenue of $11B, a +11.4% year-over-year change, based on 48 quarters of SEC filing data.

The company's revenue growth is primarily driven by its strategic investments in selling, general, and administrative expenses, which have demonstrated a strong elasticity of 1.12% in revenue for every 1% increase in SG&A.

Biogen Inc. has a forecasted full-year revenue of $6.3B, a +11.0% year-over-year change, based on 19 quarters of SEC filing data.

Amcor Plc's revenue is primarily influenced by its investments in R&D and SG&A, with elasticity metrics indicating that a 1% increase in R&D leads to a 0.59% decrease in revenue, while a similar increase in SG&A results in a 1.26% revenue decline.

Hubspot, Inc. has a forecasted full-year revenue of $3.7B, a +19.7% year-over-year change, based on 49 quarters of SEC filing data.

Cintas Corporation has a forecasted full-year revenue of $12B, a +11.4% year-over-year change, based on 50 quarters of SEC filing data.

Revenue is driven by SG&A spending, with a log-log model showing elasticity of 0.72, meaning a 1% increase in SG&A is associated with a 0.72% rise in revenue.

Otis Worldwide Corporation has a forecasted full-year revenue of $16B, a +10.0% year-over-year change, based on 28 quarters of SEC filing data.

Salesforce, Inc. has a forecasted full-year revenue of $43B, a +4.1% year-over-year change, based on 59 quarters of SEC filing data.

Revenue is forecast to grow about 3.2% year over year, supported by structural/platform growth and selective SG&A investments that add incremental lift.

Colgate-Palmolive Company has a forecasted full-year revenue of $21B, a +3.0% year-over-year change, based on 70 quarters of SEC filing data.

Tyler Technologies, Inc has a forecasted full-year revenue of $2.5B, a +7.0% year-over-year change, based on 16 quarters of SEC filing data.

Snowflake Inc. has a forecasted full-year revenue of $5.8B, a +32.4% year-over-year change, based on 24 quarters of SEC filing data.

Palantir Technologies Inc. has a forecasted full-year revenue of $9.8B, a +119.6% year-over-year change, based on 25 quarters of SEC filing data.

AJG's revenue is expected to grow about 5% year over year, taking revenue from about $8.9 billion this year to roughly $9.4 billion next year as structural platform growth sustains momentum and demand for risk management services remains resilient.

Revenue is driven by SG&A efficiency, with $1 of SG&A spending generating $3.34 in long-run revenue, signaling a strong ROI on selling and admin investments.

Cloudflare, Inc. has a forecasted full-year revenue of $2.9B, a +34.1% year-over-year change, based on 29 quarters of SEC filing data.

For RKLB, revenue growth is driven primarily by SG&A investments, with a 1% rise in SG&A yielding a 1.39% increase in revenue, while R&D contributes a smaller 0.57% per 1% spend.

Revenue is forecast to grow about 15% year over year to roughly $36 billion, supported by a structural/platform uplift of around 6% and a strong contribution from SG&A investment.

Ul Solutions Inc. has a forecasted full-year revenue of $3.2B, a +3.6% year-over-year change, based on 12 quarters of SEC filing data.

Cisco Systems, Inc. has a forecasted full-year revenue of $63B, a +8.3% year-over-year change, based on 38 quarters of SEC filing data.

Airbnb, Inc. has a forecasted full-year revenue of $13B, a +8.6% year-over-year change, based on 24 quarters of SEC filing data.

The latest quarterly revenue stands at $1.572 billion, and eight quarters of data support a full-year forecast of $8.4 billion, a 63.1% year-over-year increase.

Cognizant Technology Solutions Corporation has a forecasted full-year revenue of $22B, a +4.6% year-over-year change, based on 70 quarters of SEC filing data.

In our econometric model, Broadcom’s revenue responds strongly to both R&D and SG&A spend, with coefficients of about $15.73 of revenue per $1 of R&D and $10.58 per $1 of SG&A.

Ge Vernova Inc. has a forecasted full-year revenue of $0.0B, a -100.0% year-over-year change, based on 12 quarters of SEC filing data.

In our econometric model, Costco's FY revenue grew 18.7%, but SG&A elasticity at 1.08x implies cost growth outpaces revenue as the business scales.

Church & Dwight Co., Inc. has a forecasted full-year revenue of $6.6B, a +6.2% year-over-year change, based on 36 quarters of SEC filing data.

Avery Dennison Corporation has a forecasted full-year revenue of $5.8B, a -2.9% year-over-year change, based on 11 quarters of SEC filing data.

Revenue is driven by a high-leverage SG&A spend, with roughly $19.72 of long-run revenue generated per $1 of SG&A, signaling strong ROI from sales and marketing investments.

Msci Inc. has a forecasted full-year revenue of $3.5B, a +13.1% year-over-year change, based on 48 quarters of SEC filing data.

Steris Plc has a forecasted full-year revenue of $6.1B, a +6.6% year-over-year change, based on 24 quarters of SEC filing data.

A log-log model indicates revenue is positively driven by SG&A spending, with an elasticity of 0.14% in revenue per 1% SG&A increase; R&D data are not available for assessment.

Revenue is driven primarily by externally generated royalties and licensing streams, with very low sensitivities to internal spending: a 1% increase in R&D yields only 0.02% revenue growth, and a 1% SG&A increase yields 0.15% revenue growth.

Revenue growth is predominantly driven by SG&A investments, with an elasticity of 1.28% in revenue per 1% SG&A increase, indicating selling and marketing spend can generate outsized top-line gains.

Accenture Plc has a forecasted full-year revenue of $73B, a +2.9% year-over-year change, based on 52 quarters of SEC filing data.

Revenue is driven primarily by SG&A efficiency, with $1 of SG&A spending generating $2.56 of long-run revenue, indicating a scalable growth engine in the current model.

Our econometric model indicates UNH’s 6.4% revenue uptick is driven by growth leverage in scale and efficiency, not just price or member gains.

Revenue is driven by occupancy and rent realization in the apartment portfolio, with a strong return on SG&A spending: every $1 of SG&A is modeled to generate $11.48 in long-run revenue.

Waste Connections, Inc. has a forecasted full-year revenue of $11B, a +14.3% year-over-year change, based on 42 quarters of SEC filing data.

Revenue is driven by efficient SG&A leverage, with each dollar of SG&A generating about $6.08 in long-run revenue, signaling strong operating leverage from selling and general activities.

Revenue is expected to grow roughly 7% year over year to about $19.5 billion, supported by structural/platform growth and ongoing investments in operating capabilities.

Linde Plc has a forecasted full-year revenue of $35B, a +3.6% year-over-year change, based on 32 quarters of SEC filing data.

Ge Healthcare Technologies Inc. (GEHC) has a forecasted full-year revenue of $882B, based on 16 quarters of SEC filing data.

RF’s revenue is projected to grow a modest 0.5% year over year, with the lift coming more from structural/platform expansion than from loan growth alone.

Medtronic Plc has a forecasted full-year revenue of $36B, a +3.5% year-over-year change, based on 36 quarters of SEC filing data.

R&D is the primary driver of revenue, with a 1% increase in R&D spend associated with a 1.16% lift in revenue, while a 1% increase in SG&A yields a 0.78% revenue uplift, reflecting a higher ROI from R&D under a log-log framework.

Mckesson Corporation has a forecasted full-year revenue of $499B, a +24.0% year-over-year change, based on 18 quarters of SEC filing data.

Revenue growth is driven by strong SG&A leverage, with every $1 of SG&A spending generating $2.54 of long-run revenue, while the latest quarterly revenue was about $4.414B.

Within the model, SG&A spending drives revenue with an elasticity of about 0.96% per 1% increase, while R&D spending has a negative elasticity of -0.20%, implying higher R&D is associated with slightly lower revenue.

Interactive Brokers Group, Inc. has a forecasted full-year revenue of $2.7B, a +12.0% year-over-year change, based on 8 quarters of SEC filing data.

Fiserv Inc has a forecasted full-year revenue of $21B, a +1.4% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is moderately sensitive to SG&A spending, with a 1% increase in SG&A associated with a 0.85% rise in revenue, per the log-log model.

Revenue responds more to SG&A spending than to R&D, with a 1% increase in SG&A linked to about a 0.57% uplift in revenue, while 1% more R&D yields only about a 0.02% uplift.

The revenue model identifies SG&A investments as the primary driver, with a 1% rise in SG&A associated with a 3.31% lift in revenue, while R&D shows a negative elasticity of -0.61% per 1% increase.

Latest quarterly revenue was $198M, and in a log-log model revenue responds to cost spending with elasticities of 0.45% per 1% in R&D and 0.80% per 1% in SG&A.

With the latest quarterly revenue of 720 million, the model shows SG&A spending has a modest elasticity on revenue: a 1% increase in SG&A is associated with about a 0.07% rise in revenue, implying limited SG&A ROI under this framework.

Costar Group, Inc. has a forecasted full-year revenue of $4.0B, a +23.6% year-over-year change, based on 62 quarters of SEC filing data.

F5, Inc. has a forecasted full-year revenue of $3.1B, a +0.6% year-over-year change, based on 61 quarters of SEC filing data.

Emcor Group, Inc. has a forecasted full-year revenue of $19B, a +14.6% year-over-year change, based on 66 quarters of SEC filing data.

our econometric model shows Verizon's revenue is essentially flat (-0.6% YoY), with SG&A spending yielding a modest 0.55x ROI per dollar, implying growth will hinge on capex-driven network improvements rather than SG&A expansion.

We expect LPL Financial’s revenue to grow about 44% year over year to roughly $35.4 billion, as the business benefits from structural platform growth and pricing power.

Procter & Gamble Co has a forecasted full-year revenue of $85B, a -1.6% year-over-year change, based on 53 quarters of SEC filing data.

L3harris Technologies, Inc. has a forecasted full-year revenue of $28B, a +31.3% year-over-year change, based on 26 quarters of SEC filing data.

Akamai Technologies, Inc. has a forecasted full-year revenue of $4.4B, a +3.9% year-over-year change, based on 68 quarters of SEC filing data.

Revenue is forecast to grow about 14% year over year to roughly $11.5 billion, with the uplift broad-based across its service territory.

Celestica inc.

Revenue is driven by demand for design automation platforms and services, with the latest quarterly revenue of $1.339 billion and an 18-quarter data history that supports a linear relationship between inputs and long-run revenue.

Pepsico, Inc. has a forecasted full-year revenue of $84B, a -10.3% year-over-year change, based on 67 quarters of SEC filing data.

Hormel Foods Corporation has a forecasted full-year revenue of $13B, a +6.5% year-over-year change, based on 50 quarters of SEC filing data.

Zoetis Inc. has a forecasted full-year revenue of $10.0B, a +5.3% year-over-year change, based on 56 quarters of SEC filing data.

Revenue growth is driven by SG&A investments, with an elasticity of 0.35 in a log-log model, so a 1% increase in SG&A is associated with a 0.35% increase in revenue.

Eversource’s revenue is forecast to grow about 14% year over year, reaching roughly $17.7 billion, as rate-base expansion supports the top line and operating leverage adds to the growth trajectory, with structural growth running around 3%. Binding constraint: regulatory capex approvals and the cadence of rate cases that govern allowed capital investments and returns—the speed at which capital translates into higher revenue is the true limiter.

CBRE’s FY revenue is projected to grow about 2% year over year to roughly $22.9 billion, supported by a mix of structural/platform growth and disciplined SG&A investment.

ODFL's revenue of about $5.1B is forecast to decline roughly 7% year over year, as near-term demand remains soft, even as the long-run structural growth runway sits around 8% per year.

Philip Morris International Inc. has a forecasted full-year revenue of $89B, a +14.6% year-over-year change, based on 13 quarters of SEC filing data.

Veeva Systems Inc. has a forecasted full-year revenue of $3.4B, a +9.5% year-over-year change, based on 50 quarters of SEC filing data.

W.w.

Epam Systems, Inc. has a forecasted full-year revenue of $6.1B, a +11.0% year-over-year change, based on 60 quarters of SEC filing data.

Revenue is driven by SG&A investments, with a log-log elasticity of 1.25, meaning a 1% increase in SG&A spending is associated with a 1.25% rise in revenue, indicating marketing and sales spend is a key growth lever.

Revenue is driven primarily by R&D-led product development, with SG&A contributing more modestly to the top line.

Revenue is driven by efficient SG&A spending, with every $1 of SG&A generating about $1.92 in long-run revenue, indicating strong operating leverage from spend rather than R&D input.

Equinix, Inc. has a forecasted full-year revenue of $9.2B, a -0.4% year-over-year change, based on 66 quarters of SEC filing data.

Revenue is projected to decline about 6% this year for CMS Energy, driven by near-term demand softness and limited offset from structural growth.

Revenue is driven by selling, general and administrative spending, with an elasticity of 0.52 (a 1% SG&A increase associates with a 0.52% revenue rise), indicating a positive but modest ROI from marketing and distribution efforts.

Latest quarterly revenue is about $6.35 billion, with a full-year forecast of roughly $25.0 billion, representing a -1.0% year-over-year change.

Revenue is forecast to fall about 4% year over year, as macro headwinds weigh on loan demand while CFG continues to leverage platform scale and recurring revenue to cushion the decline.

We expect Lockheed Martin’s FY revenue to grow about 1% year over year to roughly $46.3 billion, with the uplift anchored in platform-scale programs and pricing power within the defense mix.

Chipotle Mexican Grill, Inc. has a forecasted full-year revenue of $12B, a +2.0% year-over-year change, based on 36 quarters of SEC filing data.

Revenue is driven by SG&A spending efficiency, with each $1 of SG&A generating about $0.19 of long-run revenue, while R&D data is not available for assessment.

Hca Healthcare, Inc. has a forecasted full-year revenue of $83B, a +10.2% year-over-year change, based on 36 quarters of SEC filing data.

Revenue is driven by SG&A spending efficiency, with every $1 of SG&A generating $1.60 in long-run revenue, implying a 1.60x ROI on SG&A investments.

Revenue growth appears driven by a scalable top-line, with the model implying SG&A spending is highly productive: each $1 of SG&A yields $102.20 in long-run revenue, indicating a strong ROI on selling and general expenses.

General Mills, Inc. has a forecasted full-year revenue of $19B, a -4.3% year-over-year change, based on 26 quarters of SEC filing data.

Revenue growth is driven primarily by SG&A spending, with a 1% increase in SG&A raising revenue by 0.80%, while a 1% increase in R&D reduces revenue by 0.51% in the model, implying ROI favors SG&A efficiency over R&D in the near term.

Revenue is driven by SG&A efficiency, with every $1 of SG&A spending generating $3.80 in long-run revenue.

Revenue is forecast to grow about 18% year over year to roughly $19 billion, with the pace supported by a durable structural/platform engine and favorable pricing dynamics.

For investors evaluating West Pharmaceutical Services Inc. (WST), revenue is modeled as a linear mix of spending on R&D and SG&A, with each dollar of R&D tied to a long-run revenue delta of -19.29 and each dollar of SG&A tied to +11.35.

Palo Alto Networks, Inc has a forecasted full-year revenue of $11B, a +17.8% year-over-year change, based on 53 quarters of SEC filing data.

Humana posted FY revenue of $144B, up 11.2% YoY, and our econometric model flags efficient SG&A as a key growth lever, with SG&A generating $3.46 in revenue per $1 spent.

Latest quarterly revenue stood at $9.866 billion.

Revenue is forecast to grow about 11% year over year to roughly $5.8 billion, with momentum underpinned by structural/platform growth and higher SG&A investment.

Eaton Corporation Plc has a forecasted full-year revenue of $28B, a +3.6% year-over-year change, based on 56 quarters of SEC filing data.

Monolithic Power Systems Inc has a forecasted full-year revenue of $197M, a -2.7% year-over-year change, based on 7 quarters of SEC filing data.

Dollar General Corporation has a forecasted full-year revenue of $47B, a +11.5% year-over-year change, based on 31 quarters of SEC filing data.

Allstate's revenue is on track to grow about 13% year over year, with FY revenue near $87 billion as the mix shifts toward SG&A-driven expansion alongside structural/platform growth.

Nike, Inc. has a forecasted full-year revenue of $46B, a -3.9% year-over-year change, based on 50 quarters of SEC filing data.

Fortinet, Inc. has a forecasted full-year revenue of $7.4B, a +8.1% year-over-year change, based on 62 quarters of SEC filing data.

Mgm Resorts International has a forecasted full-year revenue of $9.4B, a +1.9% year-over-year change, based on 19 quarters of SEC filing data.

Revenue is set to grow roughly 14% year over year to about $114 billion, as Progressive benefits from continued pricing discipline and favorable mix in core auto and homeowners lines.

Carrier Global Corporation has a forecasted full-year revenue of $26B, a +19.5% year-over-year change, based on 28 quarters of SEC filing data.

Idexx Laboratories Inc /De has a forecasted full-year revenue of $4.6B, a +6.9% year-over-year change, based on 66 quarters of SEC filing data.

Honeywell International Inc has a forecasted full-year revenue of $33B, a -10.6% year-over-year change, based on 16 quarters of SEC filing data.

With quarterly revenue around $2.397 billion, the log-log model shows SG&A spending has the stronger revenue elasticity: a 1% increase in SG&A is associated with about a 1.23% rise in revenue, while a 1% increase in R&D yields roughly a 0.12% increase.

Target reported revenue of about $101 billion, down 3.5% year over year, underscoring ongoing demand weakness in a highly competitive retail environment.

We forecast Berkshire Hathaway’s FY revenue at about $381 billion, up roughly 2.6% year over year, reflecting steady, diversified growth across the portfolio rather than a single growth engine.

Revenue is forecast to reach about $6.6 billion for the year, a 34.2% year-over-year gain that signals strong top-line momentum.

Revenue dynamics are driven by SG&A efficiency, with $1 of SG&A spending generating $3.07 in long-run revenue, and R&D data not available for this model.

Waters Corporation has a forecasted full-year revenue of $3.4B, a +7.2% year-over-year change, based on 70 quarters of SEC filing data.

Baker Hughes Co has a forecasted full-year revenue of $26B, a -7.8% year-over-year change, based on 11 quarters of SEC filing data.

Revenue is driven primarily by R&D investments, with the model estimating $4.72 of long-run revenue generated per $1 of R&D spending, followed by SG&A at $2.07 per $1. The linear model, trained on 37 quarters of data, delivers solid predictive accuracy (2.7% MAPE) with a holdout test error of about 2.0% (predicted $681M vs actual $695M).

Gartner, Inc. has a forecasted full-year revenue of $6.9B, a +5.9% year-over-year change, based on 66 quarters of SEC filing data.

Revenue is driven primarily by selling and administrative spend, with the model showing a 1% increase in SG&A yielding about a 0.70% rise in revenue, indicating marketing and commercial investments have positive but modest leverage.

With 53 quarters of data under a linear model, SG&A spending is a primary revenue driver, as every $1 of SG&A is estimated to generate $3.77 in long-run revenue.

Revenue growth is driven by SG&A efficiency, as each dollar of SG&A spending is modeled to generate $2.46 in long-run revenue, compared with $0.75 from R&D investments.

Digital Realty Trust, Inc. has a forecasted full-year revenue of $6.6B, a +7.6% year-over-year change, based on 63 quarters of SEC filing data.

Hubbell Inc has a forecasted full-year revenue of $5.7B, a -3.1% year-over-year change, based on 66 quarters of SEC filing data.

Adobe Inc. has a forecasted full-year revenue of $26B, a +9.7% year-over-year change, based on 58 quarters of SEC filing data.

GM posted $146B in revenue, up 1.2% YoY, but our econometric model shows most near-term growth derives from scale and efficient SG&A spend rather than a surge in R&D or pricing power.

Amphenol Corporation has a forecasted full-year revenue of $29B, a +26.5% year-over-year change, based on 36 quarters of SEC filing data.

Revenue is driven by SG&A investments, with the model projecting that every $1 of SG&A spending yields $7.74 of long-run revenue, implying a high ROI on selling, general, and administrative activities.

D.r.

Nxp Semiconductors N.v.

Mercadolibre, Inc. has a forecasted full-year revenue of $47B, a +63.3% year-over-year change, based on 32 quarters of SEC filing data.

Heico Corporation has a forecasted full-year revenue of $6.1B, a +37.7% year-over-year change, based on 47 quarters of SEC filing data.

Verisign Inc/Ca has a forecasted full-year revenue of $1.4B, a +8.0% year-over-year change, based on 54 quarters of SEC filing data.

Revenue is driven primarily by R&D investments, which yield approximately $26.75 in long-run revenue for every $1 spent, versus about $4.65 in long-run revenue per $1 of SG&A.

Alphabet generated about $391B in revenue, up 1.5% YoY, and our econometric model (log form, 44 quarters) fits well with a 2.9% MAPE, suggesting the structure is reliable but not perfect.

Alphabet's top line grew modestly, up 1.5% YoY, with our econometric model showing SG&A elasticity ~0.83x and R&D elasticity ~0.44x.

Revenue growth is being driven, in part, by SG&A investments, with a log-log elasticity of about 0.58, meaning a 1% rise in SG&A is associated with roughly 0.58% higher revenue.

R&D spending generates about $20.70 of long-run revenue per dollar spent, compared with about $4.07 per dollar from SG&A, indicating R&D is the dominant driver of sustainable growth.

Mcdonald’s corporation has a forecasted full-year revenue of $29B, a +7.3% year-over-year change, based on 54 quarters of SEC filing data.

Revenue is forecast to grow roughly 9.5% year over year to about $6.1 billion, driven by structural growth and pricing power within AWK’s regulated footprint.

Nvent Electric Plc has a forecasted full-year revenue of $5.4B, a +38.1% year-over-year change, based on 36 quarters of SEC filing data.

Corpay, Inc. has a forecasted full-year revenue of $5.0B, a +9.8% year-over-year change, based on 57 quarters of SEC filing data.

Alliant Energy’s revenue is on a modest growth path, with FY revenue near $4.5 billion and a forecast of about +3.4% year over year, implying steady expansion into the next cycle.

SG&A spending appears to be the primary revenue driver, with each $1 of SG&A generating $4.72 of long-run revenue, signaling strong operating expense efficiency.

Under the model, SG&A spending is a positive driver of long-run revenue, with a ROI of about 4.78 in revenue per dollar, while R&D spending is modeled as a negative driver, subtracting roughly 7.10 in long-run revenue per dollar.

Revenue is driven by high ROI from R&D investments, with every $1 of R&D spending associated with about $54.89 of long-run revenue, compared with $7.98 per $1 of SG&A.

Extra Space Storage Inc. has a forecasted full-year revenue of $3.8B, a +11.3% year-over-year change, based on 36 quarters of SEC filing data.

Revenue is projected to grow modestly this year, up about 1.5% year over year to roughly $26.0 billion, with the uplift concentrated in structural/platform expansion rather than a broad volume pickup.

Elevance Health posted 94B in revenue, up 2.7% YoY, and our econometric model suggests the lift comes from higher membership and favorable risk-adjusted Medicare Advantage revenue, not merely price hikes.

Revenue is largely driven by SG&A spending, with a log-log elasticity of 0.88: a 1% uptick in SG&A is associated with roughly a 0.88% rise in revenue, as seen in the latest quarter's $2.364 billion in revenue.

Revenue is primarily driven by SG&A spending efficiency, with the model estimating that every $1 of SG&A generates about $1.94 of long-run revenue.

Altria Group, Inc. has a forecasted full-year revenue of $24B, a -2.4% year-over-year change, based on 7 quarters of SEC filing data.

Revenue is driven by demand for data storage and management solutions, with ROI from spending indicating $1 of R&D yields $2.89 of long-run revenue and $1 of SG&A yields $2.18.

Northrop Grumman Corp /De/ has a forecasted full-year revenue of $43B, a +2.2% year-over-year change, based on 70 quarters of SEC filing data.

Mastercard Incorporated has a forecasted full-year revenue of $36B, a +8.9% year-over-year change, based on 70 quarters of SEC filing data.

Revenue appears driven by SG&A spending, with an elasticity of 1.09 in the log-log model, meaning a 1% increase in SG&A is associated with about 1.09% higher revenue.

Charles River Laboratories International, Inc. has a forecasted full-year revenue of $4.1B, a +2.1% year-over-year change, based on 60 quarters of SEC filing data.

Revenue is forecast to grow about 4% year over year, with the lift coming from structural/platform growth and pricing power rather than incremental SG&A spending.

Revenue is forecast to shrink materially this year, down roughly 70% year over year to about $2.9 billion, with a path toward stabilization as platform-driven growth begins to offset the decline and SG&A investments drive topline expansion.

Allegion Plc has a forecasted full-year revenue of $4.4B, a +9.0% year-over-year change, based on 52 quarters of SEC filing data.

Revenue is more sensitive to SG&A spending than to R&D in the current log-log model, with a 1% increase in SG&A associated with a 1.26% rise in revenue and a 1% increase in R&D linked to a 0.64% rise; the latest quarterly revenue was $2.41 billion.

Revenue growth is driven by SG&A spending, which the log-log model shows with a positive elasticity of 0.26% in revenue for every 1% increase in SG&A (R&D data not available).

Bio-Techne Corporation has a forecasted full-year revenue of $1.3B, a +7.8% year-over-year change, based on 50 quarters of SEC filing data.

Microsoft’s 8.1% revenue lift to $323B masks a growth mix where SG&A plays the bigger lever.

Ralph Lauren Corporation has a forecasted full-year revenue of $8.6B, a +3.6% year-over-year change, based on 47 quarters of SEC filing data.

The Campbell's Company has a forecasted full-year revenue of $11B, a +4.8% year-over-year change, based on 26 quarters of SEC filing data.

Nextpower Inc. has a forecasted full-year revenue of $1.4B, a -59.0% year-over-year change, based on 13 quarters of SEC filing data.

Roper Technologies, Inc. has a forecasted full-year revenue of $8.6B, a +9.4% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is forecast to decline about 4% year over year, as freight volumes soften, while structural platform effects provide a partial offset and a path toward stabilization later in the cycle.

Motorola Solutions, Inc. has a forecasted full-year revenue of $12B, a +2.7% year-over-year change, based on 70 quarters of SEC filing data.

Revenue appears to be driven primarily by SG&A spending, with a log-log elasticity of about 0.22 for every 1% rise in SG&A translating into roughly 0.22% higher revenue; R&D data are not available.

Marvell Technology, Inc has a forecasted full-year revenue of $9.4B, a +15.2% year-over-year change, based on 23 quarters of SEC filing data.

In a log-log framework, revenue is driven by SG&A spending with an elasticity of 1.20: a 1% increase in SG&A predicts a 1.20% uplift in revenue, suggesting SG&A investments are a key growth lever, with model MAPE at 3.3%.

Mettler-Toledo International Inc. has a forecasted full-year revenue of $4.2B, a +3.3% year-over-year change, based on 66 quarters of SEC filing data.

Revenue is driven by a modest positive response to SG&A spending, with a 1% increase in SG&A yielding about a 0.28% rise in revenue, per the log-log model.

Assurant, Inc. has a forecasted full-year revenue of $8.2B, a -19.7% year-over-year change, based on 55 quarters of SEC filing data.

Revenue growth is driven by highly efficient SG&A spending, with every $1 of SG&A generating about $3.04 of long-run revenue, indicating strong ROI on selling and marketing activities.

Paccar Inc has a forecasted full-year revenue of $23B, a -18.7% year-over-year change, based on 8 quarters of SEC filing data.

Revenue is anchored in the off-price merchandising model and an expansive store network, which supports durable top-line growth.

Ulta Beauty, Inc. has a forecasted full-year revenue of $12B, a -1.1% year-over-year change, based on 63 quarters of SEC filing data.

Revenue growth is driven predominantly by SG&A spending, which the model ties to a 1.00 elasticity (a 1% SG&A increase yields roughly a 1% revenue gain), while R&D shows a more modest 0.26 elasticity.

Rbc Bearings Incorporated has a forecasted full-year revenue of $1.9B, a +10.0% year-over-year change, based on 51 quarters of SEC filing data.

Revenue is driven by efficient SG&A spending, with the model indicating that every $1 of SG&A generates about $5.74 in long-run revenue.

Revenue is driven primarily by R&D spending, with a 1% increase in R&D yielding a 1.20% rise in revenue, while SG&A adds 0.89% per 1% spend, indicating higher ROI on R&D under the current model.

General Dynamics Corporation has a forecasted full-year revenue of $55B, a +5.5% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is driven by a high ROI on SG&A spending, with $1 of SG&A generating $3.45 of long-run revenue, indicating strong leverage from selling and distribution activities.

In our econometric model, COR’s FY revenue growth of 9.6% sits atop an operating structure where SG&A efficiency translates into outsized revenue leverage, evidenced by SG&A ROI of $26.22 per $1 spent.

Revenue drivers, per the linear model, are anchored in a strong ROI on SG&A spending: every $1 of SG&A yields $7.05 of long-run revenue.

Omnicom Group Inc. has a forecasted full-year revenue of $18B, a +1.6% year-over-year change, based on 44 quarters of SEC filing data.

Our econometric model shows Cardinal Health is delivering meaningful top-line growth with operating leverage: SG&A elasticity is 0.89x, so SG&A expands slower than revenue, suggesting most growth comes from volume and mix rather than fatiguing selling costs.

Revenue appears driven primarily by SG&A spending, with near-unit elasticity: a 1% increase in SG&A yields about a 0.99% increase in revenue, indicating SG&A is the main lever for topline growth.

The revenue model shows SG&A spending drives revenue with an elasticity of +0.39% per 1% increase, while R&D spending reduces revenue with an elasticity of -0.23% per 1% increase, indicating a SG&A-led revenue dynamic in a log-log framework across 62 quarters.

Hp inc.

Howmet Aerospace Inc. has a forecasted full-year revenue of $8.1B, a -2.1% year-over-year change, based on 36 quarters of SEC filing data.

Arista Networks, inc.

Revenue is driven by spend efficiency, with each $1 of SG&A generating about $20.58 of long-run revenue and each $1 of R&D generating about $8.97, as estimated by a linear model trained on 50 quarters of data.

Visa Inc. has a forecasted full-year revenue of $46B, a +14.7% year-over-year change, based on 53 quarters of SEC filing data.

Revenue drivers in our model show SG&A spending as the primary positive lever, with a 1% increase in SG&A associated with a 1.24% rise in revenue, while R&D spending carries a negative elasticity of -0.24% per 1% increase.

CSX's revenue is forecast to decline about 2.6% year over year to around $13.4 billion, with structural growth drivers helping to cushion the downside and point toward stabilization.

Thermo Fisher Scientific Inc. has a forecasted full-year revenue of $47B, a +4.8% year-over-year change, based on 57 quarters of SEC filing data.

Huntington Ingalls Industries, Inc. has a forecasted full-year revenue of $12B, a -1.1% year-over-year change, based on 62 quarters of SEC filing data.

Air Products and Chemicals, Inc. has a forecasted full-year revenue of $12B, a -2.3% year-over-year change, based on 53 quarters of SEC filing data.

Revenue is driven modestly by R&D and more by SG&A investments, with elasticities of 0.05 and 0.21 per 1% spending, respectively, in a log-log model.

Revenue is primarily driven by SG&A spending, with a 1% increase in SG&A yielding a 0.63% increase in revenue, indicating a positive but sublinear ROI from selling, general, and administrative expenses under a log-log model.

Disney's revenue appears highly levered to SG&A spend, per our econometric model, which shows an SG&A ROI of $7.83 per $1 and implies incremental selling and promotional spend yields outsized revenue lift.

Leidos Holdings, Inc. has a forecasted full-year revenue of $18B, a +4.3% year-over-year change, based on 50 quarters of SEC filing data.

Analog Devices, Inc. has a forecasted full-year revenue of $11B, a +0.1% year-over-year change, based on 64 quarters of SEC filing data.

Axon Enterprise, Inc. has a forecasted full-year revenue of $3.8B, a +37.2% year-over-year change, based on 58 quarters of SEC filing data.

FY revenue stands at about 83.3 billion and is forecast to decline roughly 2% year over year, with cyclical headwinds weighing on activity but structural/platform growth providing a modest offset.

Evergy’s revenue is forecast to be essentially flat for the coming year, down about 0.6% year over year, with a modest structural/platform lift offset by higher SG&A-driven topline activity.

The Hershey Company has a forecasted full-year revenue of $12B, a -0.5% year-over-year change, based on 67 quarters of SEC filing data.

Revenue growth is driven by a combination of product demand and spending efficiency, with SG&A delivering a higher revenue elasticity (0.78% per 1% increase) than R&D (0.45% per 1% increase) in a log-log model built on 70 quarters of data.

Revenue is driven by SG&A efficiency, with $1 of SG&A spending generating about $5.56 in long-run revenue, supported by 27 quarters of data and quarterly revenues around $2.223B.

Insulet Corporation has a forecasted full-year revenue of $1.0B, a +39.0% year-over-year change, based on 38 quarters of SEC filing data.

Dick's Sporting Goods, Inc. has a forecasted full-year revenue of $14B, a -5.5% year-over-year change, based on 55 quarters of SEC filing data.

Comfort Systems Usa, Inc. has a forecasted full-year revenue of $12B, a +30.6% year-over-year change, based on 62 quarters of SEC filing data.

Revenue growth is driven primarily by SG&A efficiency, with a linear model implying that every $1 of SG&A spending generates $2.75 in long-run revenue, signaling strong ROI from operating expenses.

Johnson & Johnson posted FY revenue of $93B with a -0.9% YoY, signaling a stable base but no accelerating growth.

Abbott Laboratories has a forecasted full-year revenue of $47B, a +6.7% year-over-year change, based on 33 quarters of SEC filing data.

Zebra Technologies Corporation has a forecasted full-year revenue of $6.1B, a +13.2% year-over-year change, based on 66 quarters of SEC filing data.

The Clorox Company has a forecasted full-year revenue of $5.5B, a -14.9% year-over-year change, based on 47 quarters of SEC filing data.

Entegris, Inc. has a forecasted full-year revenue of $3.6B, a +12.2% year-over-year change, based on 62 quarters of SEC filing data.

Quarterly revenue came in at $2.362 billion, backed by 41 quarters of data feeding a linear forecasting model.

News Corporation has a forecasted full-year revenue of $8.7B, a -0.6% year-over-year change, based on 41 quarters of SEC filing data.

Revenue is driven by SG&A efficiency, with every $1 of SG&A spending generating about $4.02 in long-run revenue, indicating strong operating-leverage in the expense base.

Booking Holdings Inc. has a forecasted full-year revenue of $15B, a +19.8% year-over-year change, based on 34 quarters of SEC filing data.

Match Group, Inc. has a forecasted full-year revenue of $3.8B, a +8.5% year-over-year change, based on 66 quarters of SEC filing data.

The latest quarterly revenue came in at $5.511 billion.

Curtiss-Wright Corporation has a forecasted full-year revenue of $3.9B, a +10.5% year-over-year change, based on 66 quarters of SEC filing data.

Latest quarterly revenue was $9.301B, with a 36-quarter data history underpinning the model.

Revenue appears driven by SG&A dynamics, with a 1% uptick in SG&A associated with a 0.68% decrease in revenue, indicating limited or negative ROI from SG&A spending under the current model.

Westinghouse Air Brake Technologies Corp has a forecasted full-year revenue of $12B, a +5.1% year-over-year change, based on 66 quarters of SEC filing data.

Texas Instruments Inc has a forecasted full-year revenue of $17B, a -2.2% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is primarily driven by SG&A investments, with a 1% increase in SG&A associated with a 1.19% rise in revenue, making SG&A the key growth lever.

Nordson Corporation has a forecasted full-year revenue of $3.1B, a +12.6% year-over-year change, based on 50 quarters of SEC filing data.

Revenue growth is driven by strong operating leverage from SG&A spending, with every dollar of SG&A generating about $3.55 in long-run revenue, indicating a robust ROI on overhead.

Corteva, Inc. has a forecasted full-year revenue of $19B, a +10.1% year-over-year change, based on 33 quarters of SEC filing data.

We forecast FY revenue for American Electric Power at about $19.4 billion, down roughly 0.5% year over year, signaling a modestly shrinking topline in the near term.

PNC's revenue is on a modest growth path, totaling about $23.7 billion this year with a forecast of +2.5% year over year, underpinned by structural/platform expansion and durable fee-based momentum.

Revenue is driven by a linear spend-to-revenue relationship where each dollar of R&D adds 3.06 dollars of long-run revenue and each dollar of SG&A adds 4.32 dollars, making SG&A the higher-ROI driver in the model.

Revenue is expected to rise about 21% year over year to roughly $12.8 billion as regulated rate actions and steady demand in its utility footprint support topline gains.

Our econometric model suggests Dell's 136B revenue and 30% YoY growth are being driven primarily by R&D-enabled product cycles and enterprise solutions, with R&D delivering an ROI of 68 dollars of revenue per dollar invested.

Revenue is predominantly driven by core product sales, with the latest quarterly revenue at about $8.31 billion and a 60-quarter data history underpinning the model.

Coherent Corp. has a forecasted full-year revenue of $6.9B, a +10.6% year-over-year change, based on 62 quarters of SEC filing data.

Simon Property Group, inc.

Revenue is driven in part by SG&A investments, which the model shows have a positive elasticity of 0.38% revenue per 1% SG&A, implying marketing and administrative spend contributes to topline growth.

Flex Ltd. has a forecasted full-year revenue of $27B, a -0.8% year-over-year change, based on 52 quarters of SEC filing data.

Revenue is driven by disciplined investment in R&D and SG&A, with long-run revenue returns of $10.77 per $1 spent on R&D and $11.22 per $1 spent on SG&A.

The revenue model shows SG&A spending has higher revenue elasticity than R&D, with a 1% increase in SG&A associated with a 1.22% revenue lift versus 0.80% for 1% R&D, indicating SG&A investments currently yield stronger revenue leverage.

Casey’s revenue is forecast to grow about 16.6% this year, taking revenue toward roughly $23 billion as structural growth and targeted operating investments continue to scale.

Revenue growth appears to be driven primarily by SG&A spending, with a 1% increase in SG&A linked to a 1.40% rise in revenue in this log-log framework; R&D data is not available to attribute any lift to R&D.

Bristol-Myers Squibb Company has a forecasted full-year revenue of $49B, a +1.4% year-over-year change, based on 70 quarters of SEC filing data.

Copart, Inc. has a forecasted full-year revenue of $4.3B, a -6.5% year-over-year change, based on 49 quarters of SEC filing data.

Revenue is forecast to grow about 5% year over year, supported by steady expansion in regulated utility activity and ongoing capital investments that underpin rate-based earnings.

Keysight Technologies, Inc. has a forecasted full-year revenue of $6.0B, a +8.0% year-over-year change, based on 37 quarters of SEC filing data.

Revenue is anchored near $1.51B per quarter, with the primary driver identified as SG&A efficiency—about $0.51 of long-run revenue per $1 of SG&A—while R&D data is not available to gauge additional growth.

Revenue is forecast to decline about 0.7% year over year, with JB Hunt likely stabilizing only modestly as platform-scale advantages and pricing power offset softer demand.

American Tower Corp /Ma/ has a forecasted full-year revenue of $11B, a +1.7% year-over-year change, based on 70 quarters of SEC filing data.

Our FY revenue is projected to decline about 14% year over year to roughly $9.7 billion.

Halliburton Company has a forecasted full-year revenue of $22B, a -2.5% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is driven modestly by SG&A spending, with an elasticity of about 0.07% increase in revenue per 1% SG&A rise, indicating a low but positive impact from SG&A in a log-log framework.

Quanta Services, Inc. has a forecasted full-year revenue of $35B, a +21.7% year-over-year change, based on 36 quarters of SEC filing data.

Latest quarterly revenue stood at $556M, with SG&A spending showing an elasticity of 0.73 (a 1% SG&A increase yields a 0.73% revenue rise), signaling a positive but moderate ROI on operating expenditures.

Our econometric model shows SG&A elasticity of 0.91x, meaning SG&A expands almost in line with revenue.

Revenue is driven primarily by SG&A spending, with a 1% increase in SG&A linked to a 1.21% rise in revenue, while a 1% increase in R&D shows a slight negative revenue impact (-0.02%), per the log-log model.

PEG’s revenue is forecast to grow about 6% year over year to roughly $11.3 billion, supported by a blend of structural/platform expansion and ongoing operating leverage within its regulated utility franchise.

Everpure, Inc. has a forecasted full-year revenue of $4.1B, a +16.4% year-over-year change, based on 44 quarters of SEC filing data.

Apple's revenue is expected to grow about 0.5% year over year, with momentum anchored in services and platform growth while hardware expansion remains modest.

Nucor Corp has a forecasted full-year revenue of $28B, a -13.2% year-over-year change, based on 70 quarters of SEC filing data.

Warner Bros.

META posted FY revenue of $263B, up 30.9% YoY, but our econometric model shows the step-up isn’t driven by higher R&D or SG&A spending; R&D elasticity -0.77x and SG&A elasticity -1.96x imply incremental investments in these lines are not the near-term growth engine and may even dampen revenue.

Trane Technologies Plc has a forecasted full-year revenue of $23B, a +9.8% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is forecast to grow about 25% year over year, with the trajectory positive into next year as Capital One leverages structural/platform growth alongside ongoing SG&A investment.

United Therapeutics Corporation has a forecasted full-year revenue of $3.3B, a +4.1% year-over-year change, based on 43 quarters of SEC filing data.

Revenue is driven by the scale of VICI's property portfolio, with the model attributing outsized revenue impact to SG&A spending: $1 of SG&A is projected to generate $71.88 of long-run revenue.

Revenue is expected to grow about 2.7% this year, to roughly $19.5 billion.

Transdigm Group Incorporated has a forecasted full-year revenue of $8.9B, a +2.3% year-over-year change, based on 50 quarters of SEC filing data.

Revenue growth is driven by scalable SG&A effectiveness, with each $1 of SG&A spending translating into about $16.94 of long-run revenue.

Bwx Technologies, Inc. has a forecasted full-year revenue of $3.9B, a +22.5% year-over-year change, based on 62 quarters of SEC filing data.

Moody’s Corporation has a forecasted full-year revenue of $8.1B, a +5.1% year-over-year change, based on 70 quarters of SEC filing data.

Molson Coors Beverage Company has a forecasted full-year revenue of $13B, a +1.2% year-over-year change, based on 40 quarters of SEC filing data.

Sun Communities, Inc has a forecasted full-year revenue of $1.5B, a +6.6% year-over-year change, based on 24 quarters of SEC filing data.

Crh Public Limited Company has a forecasted full-year revenue of $43B, a +14.3% year-over-year change, based on 12 quarters of SEC filing data.

Revenue growth is driven by spending choices, with 1% more SG&A associated with 1.14% higher revenue and 1% more R&D associated with 0.67% higher revenue in a log-log framework.

Revenue is forecast to rise about 24% year over year, lifting FY revenue from $13.7 billion to roughly $17.0 billion as demand for Expeditors’ global logistics solutions remains robust.

Intel Corporation has a forecasted full-year revenue of $58B, a +9.4% year-over-year change, based on 70 quarters of SEC filing data.

Caterpillar Inc has a forecasted full-year revenue of $73B, a +8.5% year-over-year change, based on 70 quarters of SEC filing data.

Revenue appears driven primarily by SG&A spending, with a 1% increase in SG&A associated with a 0.23% rise in revenue in this log-log model, a relationship supported by 51 quarters of data.

In a log-log framework, revenue is driven modestly by SG&A spending, with a 1% increase in SG&A yielding about a 0.14% rise in revenue, implying limited ROI from SG&A expansion.

Masco Corporation has a forecasted full-year revenue of $7.5B, a -0.3% year-over-year change, based on 70 quarters of SEC filing data.

Amazon Com Inc has a forecasted full-year revenue of $860B, a +20.0% year-over-year change, based on 70 quarters of SEC filing data.

Revenue growth is driven by efficient spending, with each $1 of SG&A generating $2.46 of long-run revenue and each $1 of R&D generating $1.91, making SG&A the more potent lever for scalable revenue.

Builders Firstsource, Inc. has a forecasted full-year revenue of $16B, a +3.9% year-over-year change, based on 62 quarters of SEC filing data.

Crown Castle Inc has a forecasted full-year revenue of $6.5B, a +52.4% year-over-year change, based on 70 quarters of SEC filing data.

Revenue growth is primarily driven by a high SG&A-to-revenue efficiency, with the model estimating that every $1 of SG&A spending yields $7.21 of long-run revenue.

Celanese Corporation has a forecasted full-year revenue of $9.4B, a -1.7% year-over-year change, based on 70 quarters of SEC filing data.

Ciena Corp has a forecasted full-year revenue of $5.6B, a +15.5% year-over-year change, based on 50 quarters of SEC filing data.

Tapestry, Inc. has a forecasted full-year revenue of $7.1B, a -11.5% year-over-year change, based on 53 quarters of SEC filing data.

Yum China Holdings, Inc. has a forecasted full-year revenue of $12B, a -2.4% year-over-year change, based on 41 quarters of SEC filing data.

Revenue is forecast to grow about 6.6% year over year to roughly $27.5 billion, supported by a resilient mix of regulated earnings, renewable deployments, and recurring services.

The model shows SG&A spending has a positive long-run revenue impact (0.62 per $1) while R&D spending has a negative long-run impact (-0.89 per $1), suggesting revenue growth is more sensitive to SG&A efficiency and strategy than to R&D intensity.

Uber Technologies, Inc. has a forecasted full-year revenue of $57B, a +10.5% year-over-year change, based on 32 quarters of SEC filing data.

Quarterly revenue came in at $2.866 billion, with the model showing revenue is driven by SG&A and R&D spending; SG&A has the stronger elasticity at about 0.94 per 1% spend while R&D is about 0.59.

Revenue is driven by efficient SG&A spending, as the model suggests every dollar of SG&A generates about 4.05 dollars of long-run revenue, signaling a strong return on selling, general and administrative investments.

Block, Inc. has a forecasted full-year revenue of $26B, a +5.7% year-over-year change, based on 44 quarters of SEC filing data.

Abbvie Inc. has a forecasted full-year revenue of $65B, a +6.6% year-over-year change, based on 56 quarters of SEC filing data.

Arm Holdings Plc /Uk has a forecasted full-year revenue of $5.7B, a +28.9% year-over-year change, based on 11 quarters of SEC filing data.

Revenue is largely driven by SG&A efficiency, with the model implying that each dollar of SG&A spending yields about $2.10 of long-run revenue, based on 24 quarters of linear data.

Starbucks Corporation has a forecasted full-year revenue of $39B, a +4.1% year-over-year change, based on 54 quarters of SEC filing data.

Lennox International Inc. has a forecasted full-year revenue of $5.5B, a +5.6% year-over-year change, based on 66 quarters of SEC filing data.

Woodward, Inc. has a forecasted full-year revenue of $3.9B, a +8.8% year-over-year change, based on 50 quarters of SEC filing data.

Intercontinental Exchange, Inc. has a forecasted full-year revenue of $12B, a -4.8% year-over-year change, based on 52 quarters of SEC filing data.

Newmont Corporation has a forecasted full-year revenue of $31B, a +35.5% year-over-year change, based on 36 quarters of SEC filing data.

Fox Corporation has a forecasted full-year revenue of $18B, a -3.5% year-over-year change, based on 25 quarters of SEC filing data.

Revenue is primarily driven by SG&A efficiency, with every $1 of SG&A spending generating approximately $7.99 in long-run revenue, indicating a strong ROI on selling, general, and administrative activities.

Revenue is driven by disciplined SG&A investments, with each $1 of SG&A spending expected to generate $9.75 in long-run revenue, while the latest quarterly revenue was $7.008 billion.

Aon’s revenue is forecast to grow about 8.7% year over year to roughly $20.3 billion, supported by durable demand across risk, retirement and advisory services and ongoing pricing power.

Based on 67 quarters of data, revenue appears driven primarily by SG&A efficiency, with the model attributing $6.32 of long-run revenue to each $1 of SG&A spend, signaling a high ROI on operating expenses.

Dexcom, Inc. has a forecasted full-year revenue of $5.6B, a +20.2% year-over-year change, based on 62 quarters of SEC filing data.

Intuit Inc. has a forecasted full-year revenue of $26B, a +27.0% year-over-year change, based on 53 quarters of SEC filing data.

Archer-Daniels-Midland Co has a forecasted full-year revenue of $79B, a -1.2% year-over-year change, based on 67 quarters of SEC filing data.

Revenue is driven by exceptionally high leverage from R&D spending, with long-run revenue multipliers of $27.53 per $1 of R&D and $6.81 per $1 of SG&A, highlighting R&D as the primary growth engine and SG&A as a meaningful but smaller contributor.

Revenue is primarily driven by R&D investment, with an estimated $14.10 in long-run revenue generated per $1 of R&D, compared with $2.34 per $1 of SG&A.

Baxter International Inc. has a forecasted full-year revenue of $12B, a +7.8% year-over-year change, based on 70 quarters of SEC filing data.

Zoom Communications, Inc. has a forecasted full-year revenue of $4.2B, a -14.2% year-over-year change, based on 29 quarters of SEC filing data.

Realty Income Corporation has a forecasted full-year revenue of $6.7B, a +17.2% year-over-year change, based on 47 quarters of SEC filing data.

Revenue is driven by strong operating leverage from SG&A activities, with $1 of SG&A spending expected to generate about $34.75 in long-run revenue.

Ball Corporation has a forecasted full-year revenue of $12B, a -6.0% year-over-year change, based on 64 quarters of SEC filing data.

Revenue is projected to decline modestly year over year, about 1%, to roughly $93.5 billion.

Natera, inc.

CME Group's revenue is expected to grow about 6% year over year to roughly $7.3 billion, driven by platform scale and pricing power rather than incremental SG&A spend.

Our econometric model shows the 9.1% YoY revenue drop is being offset more by SG&A efficiency than by member growth or pricing power—SG&A ROI of 22.77x implies growth is coming from how effectively overhead and marketing are monetized, not just volume.

Aercap Holdings n.v.

Latest quarterly revenue was about $982 million, and revenue growth appears driven by high operating leverage in SG&A, with $1 of SG&A spending generating $8.24 of long-run revenue, signaling a strong ROI from selling and administrative activity.

AT&T’s FY revenue of $122B fell 3.3% YoY, and our econometric model shows SG&A elasticity of 0.91x, meaning SG&A spend moves revenue nearly proportionally.

Reddit, Inc. has a forecasted full-year revenue of $4.0B, a +83.9% year-over-year change, based on 12 quarters of SEC filing data.

Centene Corporation has a forecasted full-year revenue of $75B, a +114.6% year-over-year change, based on 29 quarters of SEC filing data.

Revenue is driven primarily by SG&A spending efficiency, with each $1 of SG&A generating about $6.51 in long-run revenue, and no R&D input factored into the driver set.

Ati Inc. has a forecasted full-year revenue of $4.9B, a +6.6% year-over-year change, based on 56 quarters of SEC filing data.

Revenue growth is driven mainly by SG&A investments, which show an elasticity of 1.40 (a 1% SG&A increase corresponds to a 1.40% revenue rise), while R&D contributes 0.70% per 1% spend under the log-log model.

Kratos Defense & Security Solutions, Inc. has a forecasted full-year revenue of $1.3B, a -0.4% year-over-year change, based on 56 quarters of SEC filing data.

Macom Technology Solutions Holdings, Inc. has a forecasted full-year revenue of $1.3B, a +33.1% year-over-year change, based on 45 quarters of SEC filing data.

Carpenter Technology Corp has a forecasted full-year revenue of $3.1B, a +9.8% year-over-year change, based on 50 quarters of SEC filing data.

Skyworks Solutions, Inc. has a forecasted full-year revenue of $3.9B, a -3.5% year-over-year change, based on 51 quarters of SEC filing data.

Revenue is driven by a linear relationship captured over 36 quarters, with the latest quarter posting about $5.15 billion and a stable growth pattern implied by the model.

S&p Global Inc. has a forecasted full-year revenue of $17B, a +11.3% year-over-year change, based on 70 quarters of SEC filing data.

Restaurant Brands International Inc. has a forecasted full-year revenue of $9.8B, a +3.7% year-over-year change, based on 10 quarters of SEC filing data.

Dominion Energy's revenue is forecast to decline about 2% year over year to roughly $16.1 billion in the coming year.

Revenue is forecast to decline about 4% year over year, with FY revenue around $2.7 billion as growth drivers ease and pricing power remains limited.

Latest quarter revenue is $1.13 billion, informed by 47 quarters of history used to fit a log-log model.

Xpo, Inc. has a forecasted full-year revenue of $20B, a +15.8% year-over-year change, based on 37 quarters of SEC filing data.

Emerson Electric Co. has a forecasted full-year revenue of $20B, a +15.2% year-over-year change, based on 53 quarters of SEC filing data.

The revenue outlook for Principal Financial Group is modestly negative near term, with FY revenue around $15.4 billion and a forecasted YoY decline of roughly 1.2%.

Kimco Realty Corporation has a forecasted full-year revenue of $2.3B, a +5.9% year-over-year change, based on 60 quarters of SEC filing data.

R&D spending drives revenue growth, with the model assuming $1 of R&D yields $5.86 in long-run revenue, while $1 of SG&A reduces long-run revenue by $3.06.

Revenue growth is driven by Welltower's core healthcare real estate portfolio and the stability of rent-backed cash flows.

Vulcan Materials Company has a forecasted full-year revenue of $8.2B, a +3.5% year-over-year change, based on 70 quarters of SEC filing data.

Micron Technology, Inc. has a forecasted full-year revenue of $54B, a +26.9% year-over-year change, based on 66 quarters of SEC filing data.

Revenue is forecast to grow about 6.4% year over year, taking FY revenue to roughly $127 billion as Bank of America benefits from solid lending, higher deposits, and steady fee income.

Revenue growth is driven by positive, relatively high elasticities to R&D and SG&A investments, with 1% more R&D boosting revenue by 1.70% and 1% more SG&A boosting revenue by 1.54%, making R&D the more potent driver of topline growth.

Pentair Plc has a forecasted full-year revenue of $4.3B, a +3.2% year-over-year change, based on 66 quarters of SEC filing data.

The revenue model shows a linear relationship where every $1 of R&D spend generates about $9.93 of long-run revenue and every $1 of SG&A spend generates about $6.96, based on 50 quarters of data.

Merck & Co., Inc. has a forecasted full-year revenue of $65B, a -0.2% year-over-year change, based on 45 quarters of SEC filing data.

Revenue is driven by fee-based asset management activities, with the latest quarterly revenue at 1.558 billion and a 21-quarter data history supporting a linear growth view.

Ford’s top-line growth remains modest and appears to hinge on efficient SG&A spend rather than a material ramp in volumes, as shown by our econometric model: SG&A ROI of 5.20x and a long-run linear relationship estimated over 70 quarters with a 6.8% MAPE.

Expedia Group, Inc. has a forecasted full-year revenue of $17B, a +14.2% year-over-year change, based on 66 quarters of SEC filing data.

Revenue is primarily driven by SG&A investments, where a 1% increase in SG&A is associated with a 0.68% rise in revenue, signaling a modest but positive ROI on selling and marketing spend.

Revenue is expected to decline about 1.4% year over year, coming in near $19.1 billion, with only modest near-term growth as macro headwinds offset the structural/platform uplift.

Aflac Incorporated has a forecasted full-year revenue of $18B, a +6.2% year-over-year change, based on 70 quarters of SEC filing data.

Darden Restaurants, Inc. has a forecasted full-year revenue of $11B, a -7.2% year-over-year change, based on 35 quarters of SEC filing data.

Western Midstream Partners, Lp has a forecasted full-year revenue of $3.8B, a -2.0% year-over-year change, based on 56 quarters of SEC filing data.

Delta Air Lines’ revenue is forecast to fall about 11.9% year over year, reflecting continued demand normalization and pricing dynamics as the network rebalances after the pandemic.

Prologis, Inc. has a forecasted full-year revenue of $9.8B, a +12.0% year-over-year change, based on 36 quarters of SEC filing data.

Danaher Corporation has a forecasted full-year revenue of $27B, a +10.2% year-over-year change, based on 68 quarters of SEC filing data.

Rtx Corporation has a forecasted full-year revenue of $82B, a -7.5% year-over-year change, based on 70 quarters of SEC filing data.

Using a log-log framework, revenue appears driven by SG&A spending with an elasticity of 1.15, meaning a 1% rise in SG&A is associated with about a 1.15% lift in revenue, so SG&A investments act as a lever for topline growth.

Metlife, Inc. has a forecasted full-year revenue of $74B, a -4.4% year-over-year change, based on 36 quarters of SEC filing data.

Vale S.a.

Rb Global, Inc. has a forecasted full-year revenue of $5.0B, a +8.2% year-over-year change, based on 40 quarters of SEC filing data.

Latest quarterly revenue was $815M.

Advanced Micro Devices, Inc. has a forecasted full-year revenue of $44B, a +26.9% year-over-year change, based on 52 quarters of SEC filing data.

Gilead Sciences, Inc. has a forecasted full-year revenue of $23B, a +2.4% year-over-year change, based on 33 quarters of SEC filing data.

Revenue drivers appear to be SG&A spending, which shows a positive elasticity of 0.51% in revenue per 1% SG&A increase, while R&D displays a small negative elasticity of -0.06%.

Revenue is driven by the company’s core midstream operations, with the latest quarterly revenue around $4.51 billion and a full-year forecast near $17.0 billion, down about 1.7% year over year.

Arch Capital Group Ltd. has a forecasted full-year revenue of $22B, a +9.2% year-over-year change, based on 42 quarters of SEC filing data.

Revenue is driven primarily by SG&A spending, which the linear model ties to long-run revenue at about $16.20 generated per $1 of SG&A, reflecting strong expense-to-growth leverage observed across 62 quarters of data.

Lumentum Holdings Inc. has a forecasted full-year revenue of $2.4B, a +20.8% year-over-year change, based on 46 quarters of SEC filing data.

Labcorp's revenue is forecast to grow about 16.8% year over year to roughly $19 billion, with momentum centered in core clinical testing and related services as demand accelerates.

Our econometric model suggests Boeing’s revenue growth is not being driven by outsized R&D or SG&A spend.

Revenue is driven by SG&A spending, with a modest elasticity of about 0.14% increase in revenue for each 1% rise in SG&A, implying selling and marketing initiatives contribute positively to the top line but with limited leverage.

Electronic Arts Inc. has a forecasted full-year revenue of $7.4B, a +1.0% year-over-year change, based on 54 quarters of SEC filing data.

Super Micro Computer, Inc. has a forecasted full-year revenue of $57B, a +103.3% year-over-year change, based on 47 quarters of SEC filing data.

Trade Desk, Inc. has a forecasted full-year revenue of $3.3B, a +15.1% year-over-year change, based on 36 quarters of SEC filing data.

Royal Gold, Inc has a forecasted full-year revenue of $1.4B, a +39.8% year-over-year change, based on 33 quarters of SEC filing data.

Enterprise Products Partners L.p.

Quarterly revenue is $407 million, based on a linear model trained on 16 quarters of data.

HBAN’s revenue is forecast to grow about 3.5% year over year to roughly $1.60 billion, with the advance driven largely by platform-scale and recurring revenue rather than incremental SG&A spending.

Lennar Corp /New/ has a forecasted full-year revenue of $38B, a +11.4% year-over-year change, based on 53 quarters of SEC filing data.

Generac Holdings Inc. has a forecasted full-year revenue of $5.0B, a +17.7% year-over-year change, based on 52 quarters of SEC filing data.

Revenue is driven by underlying demand and activity, but the elasticity of revenue to SG&A is very low: a 1% increase in SG&A corresponds to only a 0.03% revenue gain, implying limited ROI from SG&A spending.

Shopify Inc. has a forecasted full-year revenue of $14B, a +19.4% year-over-year change, based on 8 quarters of SEC filing data.

In our econometric model, Exxon’s SG&A elasticity is -3.02x, implying SG&A tends to move opposite to revenue and that incremental growth would come from higher activity (upstream volumes, refining throughput, product mix) rather than cost expansion.

Carvana Co. has a forecasted full-year revenue of $24B, a +15.9% year-over-year change, based on 38 quarters of SEC filing data.

Revenue is forecast to grow about 24% year over year to roughly $51 billion, with momentum sustained by structural/platform growth and ongoing SG&A investment.

SG&A investments drive revenue, with an elasticity of 0.63% in revenue for every 1% change in SG&A, while R&D impact is not quantified in this dataset.

Encore Capital Group, Inc. has a forecasted full-year revenue of $1.6B, a -10.2% year-over-year change, based on 62 quarters of SEC filing data.

Fortive Corporation has a forecasted full-year revenue of $7.5B, a +79.3% year-over-year change, based on 43 quarters of SEC filing data.

Revenue is expected to grow about 2.5% in the coming year, taking it to roughly $7.9 billion, a modest but positive trajectory for a regional bank.

Garmin Ltd has a forecasted full-year revenue of $7.4B, a +1.6% year-over-year change, based on 61 quarters of SEC filing data.

Johnson Controls International Plc has a forecasted full-year revenue of $21B, a -10.1% year-over-year change, based on 52 quarters of SEC filing data.

Bloom Energy Corporation has a forecasted full-year revenue of $3.1B, a +51.5% year-over-year change, based on 36 quarters of SEC filing data.

Revenue is driven by strong ROI on SG&A spending, with each dollar of SG&A forecast to generate about $5.39 of long-run revenue.

Qualcomm Inc/De has a forecasted full-year revenue of $40B, a -10.6% year-over-year change, based on 53 quarters of SEC filing data.

The model, a log-log specification, finds revenue is negatively related to R&D and positively related to SG&A: a 1% increase in R&D is associated with about a 1.05% decrease in revenue, while a 1% increase in SG&A corresponds to roughly a 0.71% revenue rise.

Entergy's revenue is forecast to grow 7.4% year over year, with the pace supported by regulated rate-base expansions and platform-scale recurring revenue across its service territories, implying earnings visibility into the next several years.

Marriott International Inc /Md/ has a forecasted full-year revenue of $24B, a -8.3% year-over-year change, based on 70 quarters of SEC filing data.

The revenue outlook for Southwest is a negative 4.6% year over year, with FY26 revenue around 26.8 billion and near-term demand softening, even as structural network growth and cost leverage provide a longer-run upside.

Robinhood Markets, Inc. has a forecasted full-year revenue of $4.9B, a +9.6% year-over-year change, based on 22 quarters of SEC filing data.

Technipfmc Plc has a forecasted full-year revenue of $9.3B, a -6.3% year-over-year change, based on 40 quarters of SEC filing data.

our econometric model implies MPC’s 5% revenue growth is driven by efficiency-driven margin expansion and channel optimization rather than volume, underscored by an SG&A ROI of $23.14 per $1 and a positive revenue elasticity to SG&A spend.

Latest quarterly revenue was $3.017B, with the model indicating SG&A spending efficiency as the key driver of long-run revenue since R&D data is not available.

Chevron posted FY revenue of $182B, down 3.5% YoY, signaling a softer price/volume cycle.

W. P. Carey Inc. has a forecasted full-year revenue of $1.7B, a +0.2% year-over-year change, based on 66 quarters of SEC filing data.

Revenue growth appears driven by SG&A spending, with a 1% increase in SG&A associated with a 3.01% rise in revenue under the log-log model.

Mplx Lp has a forecasted full-year revenue of $15B, a +15.4% year-over-year change, based on 50 quarters of SEC filing data.

Freeport-Mcmoran Inc. has a forecasted full-year revenue of $23B, a -10.3% year-over-year change, based on 54 quarters of SEC filing data.

Albemarle Corporation has a forecasted full-year revenue of $5.7B, a +9.9% year-over-year change, based on 66 quarters of SEC filing data.

Nrg Energy, Inc. has a forecasted full-year revenue of $9.9B, a +9.4% year-over-year change, based on 32 quarters of SEC filing data.

Tko Group Holdings, Inc. has a forecasted full-year revenue of $1.9B, a -59.7% year-over-year change, based on 13 quarters of SEC filing data.

In our econometric model, PSX's FY revenue of $128B, down 3.7% YoY, looks driven by softer demand and margin compression rather than a pure volume decline.

Revenue is driven primarily by SG&A spending, which yields a positive long-run impact of $0.05 of revenue per $1 spent, while R&D spending has a negative long-run impact of $-0.51 per $1. The modeling is linear, with an 11.8% MAPE and a holdout test predicting $31M for the latest quarter versus actual $30M (−4.0% error).

Prudential Financial Inc has a forecasted full-year revenue of $58B, a -5.3% year-over-year change, based on 42 quarters of SEC filing data.

Oneok, Inc. has a forecasted full-year revenue of $12B, a +41.0% year-over-year change, based on 29 quarters of SEC filing data.

Within a log-log framework, revenue sensitivity favors cost structure over R&D intensity: a 1% increase in R&D is associated with a 1.26% decline in revenue, while a 1% rise in SG&A correlates with a 0.21% revenue uptick.

Revenue is on a clear uptrend, with FY revenue forecast to rise about 6% year over year to roughly $5.6 billion.

Revenue appears driven by SG&A spending, with a long-run revenue multiplier of 2.49x per $1 of SG&A, making SG&A the main revenue lever under the linear model.

Martin Marietta Materials, Inc has a forecasted full-year revenue of $1.1B, a -33.0% year-over-year change, based on 7 quarters of SEC filing data.

Revenue is expected to grow about 15.6% year over year, taking FY revenue from $11.0 billion to roughly $12.7 billion as the bank benefits from a broad structural/platform lift and ongoing SG&A-driven expansion.

Nisource Inc. has a forecasted full-year revenue of $5.0B, a -3.0% year-over-year change, based on 42 quarters of SEC filing data.

International Paper Company has a forecasted full-year revenue of $29B, a +22.5% year-over-year change, based on 70 quarters of SEC filing data.

Ftai Aviation Ltd. has a forecasted full-year revenue of $3.6B, a +41.7% year-over-year change, based on 48 quarters of SEC filing data.

Revenue is driven by demand and pricing dynamics across its global hotel portfolio, with occupancy and average daily rate shaping top-line growth.

Lyondellbasell Industries N.v.

Revenue outlook: Goldman Sachs is forecast to grow revenue about 5.5% this year to roughly $14.3 billion, with momentum coming from both platform-scale/structural growth and SG&A-driven expansion.

Based on 70 quarters of data, revenue growth appears driven by SG&A leverage, with every $1 of SG&A generating $3.83 in long-run revenue, though R&D data is not available.

Roivant Sciences Ltd. has a forecasted full-year revenue of $5.1M, a -65.2% year-over-year change, based on 15 quarters of SEC filing data.

Latest quarterly revenue was $1.286 billion, with the full-year forecast around $5.4 billion, roughly flat year over year (-0.4% YoY).

C.h.

Equity Residential has a forecasted full-year revenue of $2.3B, a -16.4% year-over-year change, based on 47 quarters of SEC filing data.

Cf Industries Holdings, inc.

Energy Transfer posted FY revenue of $90 billion, up 4.8% YoY.

Revenue outlook: American Airlines is forecast to generate about $54.0 billion in FY revenue, roughly flat to a 1% decline year over year, with the trajectory modestly improving as structural/platform growth compounds with SG&A investments.

Revenue is driven by the company’s core midstream operations, with the latest quarterly revenue about $2.92 billion and a 69-quarter data history underpinning a linear forecasting approach.

Revenue is driven more by SG&A spending than R&D, with elasticity estimates of 1.10% revenue per 1% SG&A increase and 0.45% per 1% R&D increase, indicating SG&A investments deliver the larger marginal lift.

Hasbro, Inc. has a forecasted full-year revenue of $6.5B, a +21.7% year-over-year change, based on 57 quarters of SEC filing data.

Vertex Pharmaceuticals Inc / Ma has a forecasted full-year revenue of $12B, a +55.2% year-over-year change, based on 53 quarters of SEC filing data.

Eog Resources, Inc. has a forecasted full-year revenue of $27B, a +19.0% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is driven by casino gaming and hospitality demand, with the latest quarterly revenue at 1.866 billion dollars.

Revenue is driven by strong returns on operating spend, with the model indicating $6.45 of long-run revenue per $1 of R&D and $4.64 per $1 of SG&A.

Tesla posted FY revenue of $114B, up 20% YoY.

Revenue is forecast to decline about 5% year over year, reflecting near-term headwinds, even as the business continues to benefit from platform-scale growth and pricing power over the longer run.

Occidental Petroleum Corp /De/ has a forecasted full-year revenue of $17B, a -23.4% year-over-year change, based on 28 quarters of SEC filing data.

In a log-log model, SG&A spending shows an elasticity of about 1.11 on revenue, implying a 1% increase in SG&A is associated with roughly a 1.11% rise in revenue.

Permian Resources Corporation has a forecasted full-year revenue of $5.6B, a +10.2% year-over-year change, based on 40 quarters of SEC filing data.

Revenue growth is driven by SG&A efficiency, with every $1 of SG&A spending generating $4.63 of long-run revenue, indicating strong operating leverage.

Revenue is driven by energy production volumes and realized prices, with the latest quarterly revenue near $1.96 billion.

Regeneron Pharmaceuticals, Inc. has a forecasted full-year revenue of $19B, a +30.1% year-over-year change, based on 66 quarters of SEC filing data.

Devon Energy Corp/De has a forecasted full-year revenue of $14B, a -18.5% year-over-year change, based on 70 quarters of SEC filing data.

Revenue is expected to grow strongly, up roughly 350% year over year, with the trajectory continuing higher as Fifth Third scales its structural and platform-driven revenue streams.

Pfizer Inc has a forecasted full-year revenue of $48B, a -23.2% year-over-year change, based on 58 quarters of SEC filing data.

Revenue is most sensitive to R&D spending, with a 1% increase in R&D driving about a 0.68% rise in revenue, while SG&A has a near-flat to slightly negative effect of about -0.02% per 1% SG&A increase.

3m Company has a forecasted full-year revenue of $73B, a +193.5% year-over-year change, based on 70 quarters of SEC filing data.

Exelon Corporation has a forecasted full-year revenue of $5.6B, a -69.8% year-over-year change, based on 17 quarters of SEC filing data.

Latest quarterly revenue was $6.314B, and the model shows SG&A spending as a key revenue driver with an elasticity of 0.85% increase in revenue per 1% SG&A rise.

Kkr & co. inc.

Latest quarterly revenue stood at $1.843 billion, underscoring a sizable recurring revenue base.

The model indicates revenue drivers from spend, with each $1 of R&D associated with $32.41 of long-run revenue and each $1 of SG&A associated with $10.20, based on 66 quarters of data using a linear framework.

Global Payments Inc. has a forecasted full-year revenue of $8.5B, a +10.8% year-over-year change, based on 56 quarters of SEC filing data.

Revenue appears most responsive to SG&A spending, with a 1% increase in SG&A associated with a 2.47% rise in revenue, indicating a positive elasticity and potential ROI from marketing and commercial activity.

Revenue is expected to grow roughly 60% year over year, taking Rocket to about $320 million next year as the business continues to scale and leverage platform momentum.

Revenue appears driven by SG&A spend, with the model implying $1 of SG&A generates $11.42 of long-run revenue; no R&D input is available to support additional growth.

Revenue is primarily driven by R&D intensity, with an estimated long-run return of $37.95 in revenue for every $1 of R&D spending, versus $11.70 per $1 of SG&A, indicating strong leverage from R&D investments.

Revenue is forecast to decline about 15% this year to roughly $4.2 billion, as client activity and asset-servicing fees come under pressure.

Ppl Corporation has a forecasted full-year revenue of $5.6B, a -28.9% year-over-year change, based on 14 quarters of SEC filing data.

Revenue growth is driven by operating spend, with SG&A spending showing a slightly higher revenue elasticity than R&D: a 1% increase in SG&A is associated with about a 1.01% rise in revenue, while 1% more R&D yields about a 0.62% increase.

Revenue is driven by SG&A spending, which the model assumes generates $19.50 in long-run revenue for every $1 spent, indicating strong efficiency outside R&D.

Revenue is primarily driven by SG&A spend, with a 1% increase in SG&A yielding about a 0.77% rise in revenue, while a 1% increase in R&D correlates with a -0.37% change in revenue, under a log-log framework.

Norwegian Cruise Line Holdings Ltd. has a forecasted full-year revenue of $8.3B, a -15.7% year-over-year change, based on 56 quarters of SEC filing data.

Conocophillips has a forecasted full-year revenue of $89B, a +51.7% year-over-year change, based on 70 quarters of SEC filing data.

Carlyle Group Inc. has a forecasted full-year revenue of $2.0B, a -47.3% year-over-year change, based on 49 quarters of SEC filing data.

Eqt Corporation has a forecasted full-year revenue of $10B, a +16.4% year-over-year change, based on 36 quarters of SEC filing data.

Cincinnati Financial Corporation has a forecasted full-year revenue of $14B, a +12.1% year-over-year change, based on 66 quarters of SEC filing data.

The model indicates revenue will be driven by spending profiles, with long-run revenue contributions of $1 of R&D yielding $1,742.47 and $1 of SG&A yielding $8,419.90.

Southern Copper Corp/ has a forecasted full-year revenue of $13B, a -3.9% year-over-year change, based on 60 quarters of SEC filing data.

Annaly Capital Management Inc has a forecasted full-year revenue of $1.2B, a +9.5% year-over-year change, based on 68 quarters of SEC filing data.

On Semiconductor Corporation has a forecasted full-year revenue of $6.3B, a +5.6% year-over-year change, based on 62 quarters of SEC filing data.

The latest quarterly revenue was $4.259 billion, underpinned by a data-rich history of 68 quarters that supports a linear revenue model.

Diamondback Energy, Inc. has a forecasted full-year revenue of $18B, a +19.4% year-over-year change, based on 42 quarters of SEC filing data.

Targa Resources Corp. has a forecasted full-year revenue of $17B, a +1.9% year-over-year change, based on 48 quarters of SEC filing data.

Conagra Brands, Inc. has a forecasted full-year revenue of $12B, a +1.2% year-over-year change, based on 30 quarters of SEC filing data.

Stanley Black & Decker, Inc. has a forecasted full-year revenue of $16B, a +4.9% year-over-year change, based on 58 quarters of SEC filing data.

Revenue appears driven by SG&A spending, with the long-run revenue impact estimated at $6.26 for every $1 of SG&A.

Revenue is driven by disciplined spending in R&D and SG&A, with each $1 of R&D spending generating about $21.43 of long-run revenue and each $1 of SG&A generating about $3.55.

Revenue hinges on SG&A spending, with a linear model projecting that every $1 of SG&A generates $8.83 in long-run revenue.

Resmed Inc. has a forecasted full-year revenue of $5.8B, a +8.1% year-over-year change, based on 50 quarters of SEC filing data.

Autodesk, Inc. has a forecasted full-year revenue of $8.1B, a +12.9% year-over-year change, based on 72 quarters of SEC filing data.

Walmart Inc. (WMT) has a forecasted full-year revenue of $784B, based on 70 quarters of SEC filing data.

Hologic Inc has a forecasted full-year revenue of $5.4B, a +30.8% year-over-year change, based on 53 quarters of SEC filing data.

Latest quarterly revenue is $878 million, supported by a dataset spanning 59 quarters.

Mosaic Co has a forecasted full-year revenue of $13B, a +5.0% year-over-year change, based on 57 quarters of SEC filing data.

Dollar Tree, Inc. has a forecasted full-year revenue of $29B, a +52.4% year-over-year change, based on 64 quarters of SEC filing data.

Rollins, Inc. has a forecasted full-year revenue of $4.5B, a +18.5% year-over-year change, based on 62 quarters of SEC filing data.

Hinge Health (HNGE) is a digital musculoskeletal (MSK) care company that provides exercise therapy, behavioral health, and pain management through a mobile app and wearable sensors.

Revenue is driven more by SG&A spending than R&D, with the model implying 1.18 dollars of long-run revenue per dollar of SG&A versus 0.12 dollars per dollar of R&D.

Ast Spacemobile, Inc. has a forecasted full-year revenue of $340M, a +378.8% year-over-year change, based on 21 quarters of SEC filing data.

Revenue has been effectively flat at $0 million per quarter over 10 quarters, and the latest forecast remains $0.0 million with a -100% YoY change.

Based on the described linear model, revenue drivers appear non-existent: every $1 of R&D spending reduces long-run revenue by $0.24 and every $1 of SG&A spending reduces long-run revenue by $0.50.