Built for CFOs, actuaries, and finance leaders managing MA risk contracts

Medicare Advantage
Revenue Modeling
for Risk Contracts

RAF revenue calculator, board-ready pro forma tools, and MA contract profitability forecasting — from baseline to stress test.

RAFrevenue is the free modeling environment powered by Precise Health Risk Compass™ MRRI, the enterprise Medicare Risk & Revenue Intelligence platform. Built for CFOs, actuaries, and risk-bearing providers who need precise revenue visibility across MA contracts.

Modeling Tools & Calculators

Explore Our Medicare Revenue Modeling Tools

Explore our Medicare revenue modeling tools designed for finance, actuarial, and risk strategy teams:

What You Can Model

Financial Clarity for Medicare Advantage
Risk Contracts

Purpose-built for CFOs, actuaries, and risk leaders who need precise revenue visibility.

Medicare Advantage Revenue

Model baseline annual revenue, PMPM, and per-member financial impact based on your contract parameters.

Risk Share Revenue Impact

Understand how your risk share percentage drives provider revenue under different contract structures.

HCC Revenue Impact

Calculate the financial return of chart review and coding improvement programs with full ROI analysis.

Normalization Effect

See exactly how CMS normalization adjustments impact your effective RAF and bottom-line revenue.

MA Contract Sensitivity

Visualize revenue sensitivity across RAF changes from -0.10 to +0.10 with interactive slider and charts.

Why RAFrevenue

Why Traditional Risk Adjustment Tools Fall Short

Most organizations model MA revenue with coding vendor reports or fragile spreadsheets. Neither was designed for the financial rigor that boards and investors demand.

Capability Coding Vendors Spreadsheets Precise Health Risk Compass™ MRRI
Revenue Modeling Focus on chart capture Manual & fragile Revenue-first modeling
Financial Reporting Operational reporting Hard to audit Board-ready pro forma
Scenario Analysis Limited scenario modeling Version control chaos Instant sensitivity analysis
How It Works

Revenue Modeling in Three Steps

No spreadsheets. No guesswork. Get actionable financial projections instantly.

1. Enter Parameters

Input MA lives, average RAF, benchmark PMPM, and risk share percentage.

2. View Results

See annual revenue, PMPM, per-RAF value, and interactive sensitivity analysis.

3. Download & Share

Export a professional revenue snapshot PDF to share with your leadership team.

Trusted by MA Leaders

Built for the Way Risk Leaders
Actually Think About Revenue

Whether you manage 5,000 or 500,000 MA lives, our models give you the financial precision your board expects.

Revenue Per 0.01 RAF
$850K+
For a 50K-life contract
Typical Coding ROI
3–8x
Chart review programs
Normalization Impact
-2–5%
Annual revenue effect

Ready to Model Your Full Contract Portfolio?

RAFrevenue gives you the free calculator. Precise Health Risk Compass™ MRRI gives you the enterprise platform — multi-contract modeling, downside risk simulation, RADV exposure analysis, and board-ready reporting.

A product of VBC Risk Analytics

Why Medicare Advantage Revenue Forecast Modeling Matters

Every 0.01 change in Risk Adjustment Factor translates directly to revenue. For organizations managing Medicare Advantage risk contracts, the ability to model that translation precisely — across benchmarks, normalization, coding programs, and contract structures — separates informed decision-making from guesswork.

RAFrevenue delivers transparent financial projections using the core formulas that drive MA economics: benchmark PMPM, effective RAF, risk share percentage, and CMS normalization. No black boxes. No hidden assumptions.

Who Uses RAF Revenue Modeling?

Start with our RAF revenue calculator for instant baseline projections, or explore our Medicare risk adjustment articles and guides. Learn about our team or contact us to discuss your modeling needs.

Frequently Asked Questions

What is a RAF revenue calculator?

A financial modeling tool that converts Medicare Advantage contract parameters — benchmark PMPM, average RAF score, normalization factor, and risk share percentage — into projected annual revenue, per-member revenue, and sensitivity analysis.

How much is 0.1 RAF worth in Medicare Advantage?

It depends on contract parameters. For a typical plan with 25,000 members, a $1,100 PMPM benchmark, and 60% risk share, 0.1 RAF is worth approximately $1.98 million annually.

What is the difference between a revenue forecast and a pro forma?

A Medicare Advantage revenue forecast projects future revenue under a range of assumptions and scenarios. A risk adjustment pro forma is a structured financial model that documents the inputs, formulas, and outputs in a format suitable for board reporting and audit. The forecast answers "how much?" while the pro forma documents "how did we get there?"

How does CMS normalization affect MA revenue?

CMS applies a coding intensity adjustment that reduces the effective value of RAF scores industry-wide. The current factor of approximately 1.107 reduces effective RAF by about 10.7%, directly compressing revenue. This must be modeled explicitly in any credible projection.

Comprehensive Medicare Risk Adjustment Revenue Modeling

RAFrevenue provides the financial modeling tools and educational resources that Medicare Advantage organizations need to forecast, optimize, and govern risk-adjusted revenue — from foundational RAF score economics to enterprise-grade contract profitability modeling.

Our Medicare risk adjustment revenue model guide covers the complete analytical framework: benchmarks, normalization, coding impact, and sensitivity analysis. Use the free RAF revenue calculator to model baseline revenue and per-RAF dollar values for your specific contract parameters.

Build board-ready financials with our risk adjustment pro forma template, then extend projections into a forward-looking Medicare Advantage revenue forecast with multi-scenario analysis. Quantify coding program returns with our RAF financial impact analysis and HCC revenue impact calculator.

Evaluate contract economics with our MA contract profitability model framework, stress-test downside exposure using our Medicare downside risk calculator, and model how CMS normalization dynamics affect contract performance with our risk share revenue modeling guide.