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Top 10 Best Actuary Software of 2026

Find the top 10 best actuary software tools to streamline your work. Learn features, compare options, and choose the right one—explore now.

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How We Ranked These Tools

01
Feature Verification

Core product claims cross-referenced against official documentation, changelogs, and independent technical reviews.

02
Multimedia Review Aggregation

Analyzed video reviews and hundreds of written evaluations to capture real-world user experiences with each tool.

03
Synthetic User Modeling

AI persona simulations modeled how different user types would experience each tool across common use cases and workflows.

04
Human Editorial Review

Final rankings reviewed and approved by our editorial team with authority to override AI-generated scores based on domain expertise.

Independent Product Evaluation: rankings reflect verified quality and editorial standards. Read our full methodology →

How Our Scores Work

Scores are calculated across three dimensions: Features (depth and breadth of capabilities verified against official documentation across 12 evaluation criteria), Ease of Use (aggregated sentiment from written and video user reviews, weighted by recency), and Value (pricing relative to feature set and market alternatives). Each dimension is scored 1–10. The Overall score is a weighted composite: Features 40%, Ease of Use 30%, Value 30%.

Quick Overview

  1. 1#1: Prophet - Leading stochastic modeling platform for life insurance, pensions, and annuity products.
  2. 2#2: AXIS - Advanced actuarial modeling software for stochastic and deterministic insurance liability projections.
  3. 3#3: MG-ALFA - Asset-liability management tool for economic scenario generation and balance sheet modeling.
  4. 4#4: PolySystems - Integrated policy administration and actuarial illustration system for life insurers.
  5. 5#5: Mo.net - Cloud-native actuarial modeling solution for product development and financial reporting.
  6. 6#6: Igloo - Cloud-based analytics platform for insurance pricing, reserving, and experience studies.
  7. 7#7: Emblem - Actuarial analytics and reserving software for loss reserving and predictive modeling.
  8. 8#8: @RISK - Excel add-in for Monte Carlo simulation and risk analysis in actuarial modeling.
  9. 9#9: SAS - Analytics suite with actuarial modules for reserving, pricing, and regulatory reporting.
  10. 10#10: RMS Risk Intelligence - Catastrophe modeling platform for property and casualty actuarial risk assessment.

Tools were evaluated based on functionality, user experience, data integrity, and value, ensuring they meet the rigorous demands of modern actuarial practice, from product design to regulatory reporting.

Comparison Table

This comparison table examines top actuary software tools, such as Prophet, AXIS, MG-ALFA, PolySystems, Mo.net, and more, to help professionals identify solutions that match their work requirements. Readers will discover key features, strengths, and practical applications of each tool, enabling informed decisions for efficient actuarial processes.

1Prophet logo9.4/10

Leading stochastic modeling platform for life insurance, pensions, and annuity products.

Features
9.8/10
Ease
7.5/10
Value
9.0/10
2AXIS logo9.2/10

Advanced actuarial modeling software for stochastic and deterministic insurance liability projections.

Features
9.8/10
Ease
7.4/10
Value
8.6/10
3MG-ALFA logo8.7/10

Asset-liability management tool for economic scenario generation and balance sheet modeling.

Features
9.4/10
Ease
7.1/10
Value
8.2/10

Integrated policy administration and actuarial illustration system for life insurers.

Features
9.5/10
Ease
7.2/10
Value
8.1/10
5Mo.net logo8.4/10

Cloud-native actuarial modeling solution for product development and financial reporting.

Features
9.2/10
Ease
7.5/10
Value
8.0/10
6Igloo logo8.2/10

Cloud-based analytics platform for insurance pricing, reserving, and experience studies.

Features
9.1/10
Ease
7.0/10
Value
7.6/10
7Emblem logo7.2/10

Actuarial analytics and reserving software for loss reserving and predictive modeling.

Features
7.5/10
Ease
8.0/10
Value
6.8/10
8@RISK logo8.2/10

Excel add-in for Monte Carlo simulation and risk analysis in actuarial modeling.

Features
8.7/10
Ease
9.1/10
Value
7.5/10
9SAS logo8.2/10

Analytics suite with actuarial modules for reserving, pricing, and regulatory reporting.

Features
9.4/10
Ease
6.1/10
Value
7.3/10

Catastrophe modeling platform for property and casualty actuarial risk assessment.

Features
9.3/10
Ease
7.4/10
Value
8.1/10
1
Prophet logo

Prophet

specialized

Leading stochastic modeling platform for life insurance, pensions, and annuity products.

Overall Rating9.4/10
Features
9.8/10
Ease of Use
7.5/10
Value
9.0/10
Standout Feature

Proprietary GP language for creating fully customizable, production-grade actuarial models with built-in stochastic term structure generation.

Prophet by FIS (fisglobal.com) is a premier actuarial modeling software platform widely used for stochastic and deterministic modeling in life insurance, annuities, pensions, and health products. It provides comprehensive tools for cashflow projections, asset-liability management, embedded value calculations, and regulatory reporting under standards like IFRS 17 and Solvency II. With a modular architecture and a powerful scripting language (GP), it enables actuaries to build, test, and validate complex models efficiently. As an industry standard, it powers strategic decision-making for major insurers worldwide.

Pros

  • Unparalleled depth in stochastic modeling and scenario generation
  • Extensive pre-built model library and regulatory compliance support
  • Scalable enterprise architecture with robust validation tools

Cons

  • Steep learning curve due to specialized scripting language
  • Dated user interface compared to modern SaaS tools
  • High cost prohibitive for small firms

Best For

Large insurance companies and actuarial teams handling complex, high-volume modeling for regulatory and risk management needs.

Pricing

Custom enterprise licensing; annual costs typically $100,000+ based on modules, users, and scale—contact FIS for quotes.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Prophetfisglobal.com
2
AXIS logo

AXIS

specialized

Advanced actuarial modeling software for stochastic and deterministic insurance liability projections.

Overall Rating9.2/10
Features
9.8/10
Ease of Use
7.4/10
Value
8.6/10
Standout Feature

AXIS Stochastic Projections engine for ultra-fast, multi-core stochastic simulations across millions of scenarios

AXIS by Moody's Analytics is a leading actuarial modeling platform used by insurance companies and pension funds for advanced financial projections, risk analysis, and regulatory reporting. It supports deterministic and stochastic modeling for life, health, annuities, P&C, and group products, with capabilities for economic scenario generation and asset-liability management. The software integrates seamlessly with enterprise data systems and offers extensive customization for complex product structures.

Pros

  • Unmatched depth in stochastic modeling and economic scenario generation
  • Comprehensive product library and regulatory compliance tools
  • Robust scalability for enterprise-level simulations

Cons

  • Steep learning curve requiring actuarial expertise
  • High implementation and licensing costs
  • Interface feels dated compared to modern SaaS tools

Best For

Large insurers and consulting firms handling complex, high-volume actuarial modeling and risk management needs.

Pricing

Enterprise licensing model starting at $100,000+ annually, based on modules, users, and cores; custom quotes required.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit AXISmoodysanalytics.com
3
MG-ALFA logo

MG-ALFA

specialized

Asset-liability management tool for economic scenario generation and balance sheet modeling.

Overall Rating8.7/10
Features
9.4/10
Ease of Use
7.1/10
Value
8.2/10
Standout Feature

Proprietary Economic Scenario Generator (ESG) with hyper-realistic market simulations powered by Moody's data

MG-ALFA from Moody's Analytics is a powerful enterprise-grade actuarial modeling platform tailored for insurance companies and pension funds. It specializes in asset-liability management (ALM), stochastic projections, economic scenario generation, and regulatory compliance such as IFRS 17, Solvency II, and ORSA. The software enables complex multi-national modeling with seamless integration of Moody's market data and risk analytics.

Pros

  • Exceptional stochastic modeling capabilities for handling millions of scenarios
  • Deep integration with Moody's economic data and analytics
  • Robust support for global regulatory frameworks and multi-currency operations

Cons

  • Steep learning curve requiring specialized actuarial expertise
  • High cost prohibitive for small to mid-sized firms
  • Interface feels dated compared to modern cloud-native tools

Best For

Large multinational insurers and pension funds requiring advanced ALM and enterprise-scale risk modeling.

Pricing

Custom enterprise licensing, typically $100,000+ annually depending on users and modules.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit MG-ALFAmoodysanalytics.com
4
PolySystems logo

PolySystems

enterprise

Integrated policy administration and actuarial illustration system for life insurers.

Overall Rating8.7/10
Features
9.5/10
Ease of Use
7.2/10
Value
8.1/10
Standout Feature

Intelliscript language for highly customizable and flexible product modeling

PolySystems, developed by Milliman, is a comprehensive actuarial modeling platform tailored for life insurance and annuity products, enabling stochastic and deterministic valuations, projections, and asset-liability management. It supports complex product modeling, regulatory compliance like IFRS 17 and LDTI, and financial reporting for insurers. The software excels in handling enterprise-scale calculations with high accuracy and flexibility.

Pros

  • Advanced stochastic modeling engine for risk analysis
  • Robust regulatory reporting and compliance tools
  • Scalable for large enterprise datasets and complex products

Cons

  • Steep learning curve due to proprietary scripting
  • High implementation and licensing costs
  • Less intuitive interface compared to modern cloud-native alternatives

Best For

Large insurance carriers managing intricate life insurance and annuity portfolios requiring precise actuarial valuations.

Pricing

Custom enterprise licensing; annual costs typically range from $200,000+ depending on modules and user seats—contact Milliman for quotes.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit PolySystemspolysystems.com
5
Mo.net logo

Mo.net

specialized

Cloud-native actuarial modeling solution for product development and financial reporting.

Overall Rating8.4/10
Features
9.2/10
Ease of Use
7.5/10
Value
8.0/10
Standout Feature

Ultra-fast stochastic engine handling millions of scenarios in minutes for complex risk analysis

Mo.net, developed by Milliman, is a robust actuarial modeling platform designed for life insurance, annuities, pensions, and health products. It enables actuaries to perform deterministic and stochastic cash flow projections, experience analysis, reserving, and pricing with high scalability. The software supports custom model development via its proprietary CalcScript language and integrates seamlessly with enterprise data systems for regulatory compliance and risk management.

Pros

  • Highly scalable for massive stochastic simulations and large datasets
  • Flexible CalcScript for custom model building
  • Backed by Milliman's actuarial expertise and support

Cons

  • Steep learning curve for new users
  • High enterprise-level pricing
  • Primarily Windows/.NET dependent with limited cross-platform support

Best For

Large actuarial teams at insurance firms or consultancies needing advanced stochastic modeling and regulatory tools.

Pricing

Custom enterprise licensing; typically $20,000+ annually per seat, with volume discounts for organizations.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Mo.netmilliman.com
6
Igloo logo

Igloo

enterprise

Cloud-based analytics platform for insurance pricing, reserving, and experience studies.

Overall Rating8.2/10
Features
9.1/10
Ease of Use
7.0/10
Value
7.6/10
Standout Feature

Ultra-fast Run-Time Modeling (RTM) engine that delivers production-grade stochastic results in minutes rather than hours

Igloo by FIS Global is a robust actuarial modeling platform tailored for life insurance and annuities, supporting valuation, reserving, pricing, and asset-liability management. It excels in handling complex stochastic and deterministic projections while ensuring compliance with standards like IFRS 17, US GAAP, and statutory requirements. The software integrates seamlessly with enterprise data systems, enabling actuaries to build scalable model offices for regulatory reporting and risk analysis.

Pros

  • Powerful stochastic modeling engine with fast run times for complex products
  • Comprehensive regulatory compliance tools including IFRS 17 and economic scenario generation
  • Scalable enterprise architecture with strong integration capabilities

Cons

  • Steep learning curve requiring specialized actuarial expertise
  • High implementation and licensing costs
  • Less intuitive interface compared to modern SaaS alternatives

Best For

Large insurance carriers and actuarial teams managing high-volume, complex life and annuity portfolios with strict regulatory needs.

Pricing

Enterprise licensing with custom pricing; typically $500K+ annually for mid-to-large implementations, including support and hosting options.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Iglooigloo.fisglobal.com
7
Emblem logo

Emblem

specialized

Actuarial analytics and reserving software for loss reserving and predictive modeling.

Overall Rating7.2/10
Features
7.5/10
Ease of Use
8.0/10
Value
6.8/10
Standout Feature

Instant parametric policy issuance and claims via API with pre-built actuarial triggers

Emblem (emblem.com) is an API-driven platform specializing in parametric insurance solutions, enabling instant underwriting and claims payouts based on predefined triggers like weather events or cyber incidents. It integrates actuarial modeling with real-time data analytics to help insurers and partners embed insurance products seamlessly into their offerings. While not a comprehensive actuarial modeling suite, it excels in niche parametric risk assessment and automation.

Pros

  • Seamless API integration for quick deployment
  • Real-time data-driven parametric modeling
  • Scalable for high-volume insurtech applications

Cons

  • Limited to parametric insurance, lacks broad actuarial tools
  • Customization options restricted for complex traditional models
  • Enterprise pricing lacks transparency and can be costly

Best For

Insurtech startups and insurers focused on embedding parametric products into digital platforms.

Pricing

Custom enterprise pricing based on API usage, volume, and customization needs; contact sales for quotes.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit Emblememblem.com
8
@RISK logo

@RISK

specialized

Excel add-in for Monte Carlo simulation and risk analysis in actuarial modeling.

Overall Rating8.2/10
Features
8.7/10
Ease of Use
9.1/10
Value
7.5/10
Standout Feature

Integrated Monte Carlo simulation with automatic distribution fitting from historical data

@RISK is a Monte Carlo simulation add-in for Microsoft Excel developed by Lumivero, enabling users to model and analyze uncertainty in spreadsheets through probabilistic simulations. It replaces uncertain values with probability distributions to generate thousands of scenarios, providing statistical outputs like means, percentiles, and risk metrics. For actuaries, it excels in stochastic modeling for insurance reserving, pricing, and capital adequacy under uncertainty in variables like claims severity, mortality rates, and investment returns.

Pros

  • Seamless integration with Excel for familiar workflow
  • Powerful Monte Carlo engine with 40+ distributions and correlation handling
  • Rich visualizations including tornado charts and heat maps for risk insights

Cons

  • Limited to Excel's performance constraints for very large models
  • Steep learning curve for advanced distribution fitting and optimization
  • High cost may not justify for users needing specialized actuarial libraries

Best For

Actuaries and risk modelers working in Excel who require robust probabilistic simulation without switching to dedicated platforms.

Pricing

Perpetual licenses from $1,495 (Standard) to $4,995 (Professional); annual subscriptions around $995-$2,495; volume discounts available.

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit @RISKlumivero.com
9
SAS logo

SAS

enterprise

Analytics suite with actuarial modules for reserving, pricing, and regulatory reporting.

Overall Rating8.2/10
Features
9.4/10
Ease of Use
6.1/10
Value
7.3/10
Standout Feature

SAS Viya's unified analytics engine with embedded AI for automated model tuning and explainability in actuarial projections

SAS is a comprehensive analytics platform widely used by actuaries for advanced statistical modeling, predictive analytics, and risk management in the insurance sector. It supports key actuarial tasks such as loss reserving, premium pricing via generalized linear models (GLMs), solvency calculations, and scenario testing through its extensive library of procedures and SAS Viya's cloud capabilities. With robust data handling for large-scale datasets, SAS enables precise stochastic modeling and regulatory compliance reporting.

Pros

  • Extremely powerful statistical and machine learning tools tailored for actuarial modeling like bootstrapping and chain ladder methods
  • Scalable enterprise architecture handles massive datasets and integrates seamlessly with insurance systems
  • Proven reliability in regulatory environments with pre-built solutions for IFRS 17 and Solvency II

Cons

  • Steep learning curve due to proprietary SAS programming language
  • High cost makes it less accessible for small firms or individual actuaries
  • Interface feels dated compared to modern low-code actuarial tools

Best For

Large insurance enterprises requiring enterprise-grade, customizable analytics for complex risk and pricing models.

Pricing

Custom enterprise licensing, typically annual subscriptions starting at $50,000+ depending on users, modules, and deployment (on-premise or Viya cloud).

Official docs verifiedFeature audit 2026Independent reviewAI-verified
Visit SASsas.com
10
RMS Risk Intelligence logo

RMS Risk Intelligence

specialized

Catastrophe modeling platform for property and casualty actuarial risk assessment.

Overall Rating8.5/10
Features
9.3/10
Ease of Use
7.4/10
Value
8.1/10
Standout Feature

HD probabilistic models simulating over 2 million unique events per peril for unparalleled risk granularity

RMS Risk Intelligence is a leading catastrophe risk modeling platform tailored for the insurance and reinsurance sectors, offering advanced probabilistic models for natural perils like hurricanes, earthquakes, and floods. It empowers actuaries with tools for portfolio risk assessment, pricing optimization, capital modeling, and scenario analysis using high-fidelity simulations. The platform integrates climate risk intelligence and supports regulatory compliance through detailed analytics and reporting.

Pros

  • Industry-leading high-definition catastrophe models with millions of simulated events
  • Comprehensive coverage of global perils including emerging climate risks
  • Robust APIs and integrations for enterprise workflows and third-party systems

Cons

  • Steep learning curve requiring specialized training for full utilization
  • High enterprise-level pricing not suitable for small firms
  • Primarily focused on P&C cat risks, less versatile for life or health actuarial work

Best For

Large property & casualty insurers and reinsurers needing precise catastrophe risk quantification and portfolio optimization.

Pricing

Custom enterprise licensing starting at $100K+ annually, scaling with user seats, models, and data volumes; often negotiated for large clients.

Official docs verifiedFeature audit 2026Independent reviewAI-verified

Conclusion

The reviewed tools span a wide range of actuarial needs, with Prophet leading as the top choice, offering robust stochastic modeling for life insurance, pensions, and annuities. AXIS excels in advanced deterministic projections, and MG-ALFA stands out for asset-liability management, each a strong alternative depending on specific focus. Ultimately, these tools showcase innovation, with Prophet setting the standard for comprehensive, versatile solutions.

Prophet logo
Our Top Pick
Prophet

Prioritize exploring Prophet, the top-ranked tool, to leverage its leading stochastic capabilities and gain a competitive edge in your actuarial work. If your needs align more with deterministic projections or scenario generation, AXIS and MG-ALFA offer exceptional strengths—don’t hesitate to explore the best fit for your goals.

Tools Reviewed

All tools were independently evaluated for this comparison

Referenced in the comparison table and product reviews above.