Recognition

Awards and rankings

Independent recognition for risk technology, numerical computing and model decisioning. Everything is listed newest first, with its source.

2026

  1. Banking Tech Awards 2026
    Banking Tech Awards 2026 · October 2026

    Finalist: Best AI Solution – Risk Decisioning

    MatLogica AADC is one of three finalists for Best AI Solution – Risk Decisioning. The winner will be announced in London on 3 December 2026.

    2026 shortlist ↗
  2. Celent
    Celent · October 2026

    Technology Standout in Financial Risk Solutions for Capital Markets

    Named a Technology Standout overall and in traded market risk, counterparty risk and XVA risk in Celent's 2027 analysis of financial risk solutions for capital markets. Liquidity risk was not assessed.

    Report at Celent ↗
  3. Global BankTech Awards 2026
    Global BankTech Awards 2026 · September 2026

    Best Risk Data & Analytics Solution by a Vendor

    Winner of Best Risk Data & Analytics Solution by a Vendor at The Digital Banker's Global BankTech Awards 2026.

  4. Chartis Research
    Chartis Research · September 2026

    RiskTech100 2027: Disruptor, Analytical and Modelling Disruptors award

    Ranked as a Disruptor in Chartis's RiskTech100 2027, with the category award for Analytical and Modelling Disruptors.

    RiskTech100 2027 at Chartis ↗
  5. Chartis Research
    Chartis Research · June 2026

    12th in the Quantitative Analytics 50, five category awards

    Ranked 12th of 50 vendors, up from 13th in 2025, in Chartis's annual ranking of quantitative analytics vendors to wholesale banking and the capital markets.

    Ranking report at Chartis ↗
  6. Chartis Research
    Chartis Research · June 2026

    18th in the Insurance Risk Analytics 50

    Chartis's 2026 ranking of risk analytics vendors serving insurers, published in the STORM 2026 series alongside the Quantitative Analytics 50.

    STORM 2026 series at Chartis ↗
  7. Chartis Research
    Chartis Research · June 2026

    25th in the BuySide Risk Analytics 50, up from 47th

    Chartis's ranking of risk analytics vendors serving the buy side. MatLogica first appeared at 47th in the April 2026 update and placed 25th in the June ranking.

    STORM 2026 series at Chartis ↗
  8. Energy Risk Awards 2026
    Energy Risk Awards 2026 · May 2026

    Innovation of the Year, technology

    Innovation of the year in the technology category, announced at the Energy Risk USA awards dinner in Houston on 7 May 2026.

    Citation at Risk.net ↗

2025

  1. Chartis Research
    Chartis Research · 2025

    13th in the Quantitative Analytics 50, five category awards

    Ranked 13th of 50 with an overall score of 70.2. Category awards for Innovation, Adjoint Algorithmic Differentiation, Data-Parallel Programming.

    Ranking report at Chartis ↗
  2. F6S
    F6S · 2025

    Top 5 Financial Modelling companies and startups in London

    Listed among the top five financial modelling companies in London in F6S's 2025 directory.

    Listing at F6S ↗
  3. F6S
    F6S · 2025

    11th in Model Portfolios companies and startups

    Listed 11th among model portfolio companies in F6S's 2025 directory.

    Listing at F6S ↗
  4. EuroCC programme
    EuroCC programme · 2025

    EuroCC Supercomputing Accelerator Company

    Listed as an accelerator company in the EuroCC supercomputing programme.

    Programme page ↗

2024

  1. Asia Risk Technology Awards 2024, Risk.net
    Asia Risk Technology Awards 2024, Risk.net · 2024

    Technology Newcomer of the Year

    Risk.net named MatLogica technology newcomer of the year in its Asia Risk Technology Awards 2024.

    Awards page at Risk.net ↗
  2. Chartis Research
    Chartis Research · 2024

    13th in the Quantitative Analytics 50, Category Leader in AAD

    Ranked 13th of 50 in a ranking-only year, with the category award for Adjoint Algorithmic Differentiation.

    Quantitative Analytics 50 at Chartis ↗
  3. Corporate Vision 2024
    Corporate Vision 2024 · 2024

    Best AI-Powered Deep Tech Company, UK

    Named Best AI-Powered Deep Tech Company, UK, in Corporate Vision's 2024 awards.

    Winner page ↗
  4. Business Circle Awards 2024
    Business Circle Awards 2024 · 2024

    Cross-Platform Code Performance Solutions

    Recognised for cross-platform code performance solutions in the Business Circle Awards 2024.

    Winner page ↗

2023

  1. Banking Tech Awards 2023
    Banking Tech Awards 2023 · 2023

    Shortlisted: FinTech Start-up of the Year

    Shortlisted for FinTech Start-up of the Year at the Banking Tech Awards 2023, run by Informa Connect.

    The shortlist ↗
  2. Chartis Research
    Chartis Research · May 2023

    10th in the QuantTech50, four category awards

    Chartis's first QuantTech50 ranking, published in the STORM 2023 report: 10th of 50 with an overall score of 66.8, and category awards for Innovation.

    STORM 2023 results at Chartis ↗
  3. SME News, 2023 Finance Awards
    SME News, 2023 Finance Awards · 2023

    Most Innovative Quantitative Analysis Solutions Provider, UK

    Most Innovative Quantitative Analysis Solutions Provider, UK, in SME News's 2023 Finance Awards.

    Winner page ↗
  4. SME News, 2023 Greater London Enterprise Awards
    SME News, 2023 Greater London Enterprise Awards · 2023

    Best Optimisation Task Software Solution

    Best Optimisation Task Software Solution in SME News's 2023 Greater London Enterprise Awards.

    Winner page ↗
  5. FinTech Innovation Lab
    FinTech Innovation Lab · 2023

    Accenture FinTech Innovation Lab London, class of 2023

    Graduate of the Accenture FinTech Innovation Lab London, class of 2023.

    Class of 2023 ↗

2021

  1. Chartis Research
    Chartis Research · December 2021

    Category Leader, XVA components

    Chartis Research named MatLogica a Category Leader in the XVA components quadrant of its RiskTech100 research.

"MatLogica's suite of tools enables acceleration and scalability in both analytical and quantitative code. The transformational nature of MatLogica's offering is reflected in its top 15 placing in the QuantitativeAnalytics50, alongside several awards for innovation in computational frameworks and code acceleration."

Sid Dash

Chief Researcher at Chartis

What the awards are for

How AADC Works

AADC extracts a computational graph (DAG) from existing analytics at runtime and compiles it to optimised machine code, achieving 100-1000× for Python and 6-100× for C++ with automatic derivatives.

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AADC Integration Guide

Get started with AADC in three steps: code examples, timelines and what to do first. No templates required, minimal code changes, and results in weeks not months.

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Benchmarks

What has been measured, by whom, on which version and hardware, and where the detail is.

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See it on your own models

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Awards FAQ

What awards has MatLogica won for automatic differentiation?

In 2026 MatLogica was named a Celent Technology Standout in Financial Risk Solutions for Capital Markets 2027, won Best Risk Data & Analytics Solution by a Vendor at the Global BankTech Awards, and became a finalist for Best AI Solution – Risk Decisioning at the Banking Tech Awards. Chartis Research has named MatLogica Category Leader in adjoint algorithmic differentiation every year since 2023. Energy Risk named MatLogica Innovation of the Year (technology) in 2026.

Which financial institutions use MatLogica?

Major Wall Street and global banks run AADC in production, and more than $4 trillion of derivatives are valued with it, for pricing, live risk, XVA and model development.