Analytic SolverFrontline Systems Best for: Simulation and optimisation from the makers of Excel’s Solver Stochastic optimisationSimulation speed Limited set of functionsInterface and report design ≈$7,500over 3 years Read the review ↓
Crystal BallOracle Best for: Teams with a library of existing Crystal Ball models Doesn’t change the host modelSome Six Sigma graphics Latest update August 2024Not a true Excel add-in Oracle Storeprices linked from oracle.com Read the review ↓
Best value ModelRiskVose Software Best for: Professional risk analysis at a published, moderate price The widest range of methodsOptimizer and Turbo included Not as well known as @RISKCan’t always convert an @RISK model ≈$5,600over 3 years Read the review ↓
@RISK IndustrialLumivero Best for: Teams with a perpetual licence or many @RISK models Good functionalityLarge user base PriceRISKOptimizer only in Industrial ≈$12,600over 3 years Read the review ↓
RiskAMPStructured Data Best for: Learning and simple models on a small budget PriceSimplicity Minimal set of featuresLimited results analytics $560over 3 years Read the review ↓
Analytic SolverFrontline Systems Analytic Solver, from Frontline Systems, combines Monte Carlo simulation with optimisation. Its standout feature is stochastic optimisation: you choose the decision cells and the tool optimises against simulated outputs, such as risk-adjusted profit.The simulation engine is fast, since Frontline knows Excel’s calculation engine inside out. It also offers AI-driven assistance and web publishing, though its Monte Carlo feature set is narrower than some competitors’. Price$2,500 a year for the Simulation edition (solver.com, August 2026)Methods47 distributions, about 270 functions in our testOptimisationStochastic optimisationConverts@RISK modelsBest forSimulation and optimisation from the makers of Excel’s Solver StrengthsStochastic optimisationHigh-speed simulationLimitationsLimited set of functionsInterface and report design
Oracle Crystal BallOracle Crystal Ball was one of the first Monte Carlo tools for spreadsheets. Decisioneering built it, and Oracle sells it today. Instead of putting distribution functions in cells, Crystal Ball keeps each assumption’s distribution in its own data and enters a value into the cell on every trial.Oracle offers a free trial and four editions: Crystal Ball, the Decision Optimizer option, the Suite that combines the two, and a Classroom Edition. Its downloads page lists release 11.1.3.0.0, from May 2022. The latest update in Oracle’s compatibility matrix, 11.1.3.0.100, is from August 2024. For a full comparison, see ModelRisk vs Oracle Crystal Ball. PriceIn the Oracle Store, linked from oracle.com (October 2026)Methods22 distributions, about 35 functions in our testOptimisationDecision Optimizer, an option, or the Crystal Ball SuiteConvertsNo converterBest forTeams with a library of existing Crystal Ball models StrengthsLong track record, one of the first spreadsheet Monte Carlo toolsFree trial from OracleLimitationsLatest update August 2024, per Oracle’s compatibility matrixNot a native Excel add-inOptimisation is a separate option
ModelRiskVose Software ModelRisk was built to fill the gaps left by earlier tools. It brought time series, copulas and thorough distribution fitting to risk analysis in Excel. It has the largest function library in this review: 136 distributions, 34 time series models, 14 copulas and over 1,400 functions.Since October 2026, every licence includes the ModelRisk Optimizer and the Turbo simulation engine. Results open in the Results Viewer window, where you arrange charts and tables in tabs and export them to Excel, Word, PowerPoint or PDF. PriceAt most €1,550 per user per year (price list)Methods136 distributions, 34 time series models, 14 copulas, 1,400+ functionsOptimisationModelRisk Optimizer, in every licenceConverts@RISK and Crystal Ball models, freeBest forProfessional risk analysis at a published, moderate price StrengthsThe widest range of methods in this reviewOptimizer and Turbo in every licenceResults Viewer window with export to Office and PDFLimitationsNo built-in decision trees: Vose Software’s separate ModelChoice add-in covers themNot as well known as @RISK
@RISKLumivero (formerly Palisade) @RISK (pronounced “at risk”) is the Monte Carlo add-in for Excel sold by Lumivero, formerly Palisade. It adds distributions, simulation, sensitivity charts and reports to Excel, and it has a large, long-established user base. Lumivero’s web shop lists it at €2,900 (Professional) to €3,500 (Industrial) a year. RISKOptimizer comes only with Industrial.It covers much of the same ground as ModelRisk, without some of the more specialised functions. The sticking point is price: @RISK Industrial costs more than twice ModelRisk’s €1,550 maximum. If you are weighing up a switch, read our guide to switching from @RISK. Price€2,900 to €3,500 a year (Lumivero web shop, October 2026)Methods56 distributions (plus 48 reparameterised forms), about 250 functions in our testOptimisationRISKOptimizer, in Industrial onlyConvertsCrystal Ball modelsBest forTeams with a perpetual licence or a large library of @RISK models StrengthsStable, well-established productLarge user baseLimitationsHigh priceRISKOptimizer only in the Industrial editionFewer tools for complex modelling
RiskAMPStructured Data RiskAMP is a low-cost Monte Carlo add-in for Excel from Structured Data. It costs $279 one-time for the Professional edition, with a year of updates, or $19 a month on subscription (riskamp.com, retrieved August 2026).It is the cheapest option by a wide margin, and fine for learning the basics. The feature set is minimal and the interface bare, so it isn’t really built for professional work. You outgrow it when you need more than one correlation model, time series or distribution fitting. Price$279 one-time (Professional) or $19 a monthMethods65 distributions, about 105 functions in our testOptimisationNoneConvertsNo converterBest forLearning Monte Carlo simulation, and simple models on a small budget StrengthsLow costSimple to useLimitationsLimited features and interfaceNo distribution fitting or time series