Created and maintained by Moneda

Finance AI leaderboards, November 2026

As of 6 Nov 2026, benchmarks.finance tracks 464 sourced scores for 256 models on 50 finance benchmarks. Scores are never combined across benchmarks: every number below names its benchmark, its metric and when it was reported.

Sourced scores
464
Models
256
Finance benchmarks
50
Moneda Bench
7

Current leaders

Snapshot 6 Nov 2026
Method

Models ranked first on at least one benchmark, plus Moneda's Numa 1 for comparison. Cards are ordered by how many benchmarks they have scores on. Each row is one benchmark with its own score, metric and source date; the bar shows the score as a share of the benchmark's maximum, where the metric has one.

  1. Numa 1

    Moneda

    1st on 1 · top 3 on 2

    Benchmarks scored8

    Analyst Financial research
    Not measured
    FinanceBenchFinancial filings Q&A · % correct, no filing given (150-question sample) · 2 Nov 2026
    67Level first of 3
    Moneda GroundBenchLive financial market data · Correct rate % · 3 Nov 2026
    91.4First results
    Finance knowledge
    Not measured
    Moneda CiteBenchFinancial Verifiability · Factual share of linked claims % · 2 Nov 2026
    63.3First results
    Moneda AdviceBenchFinancial advice and safety · EU paired pass rate % · 3 Nov 2026
    97First results
    Moneda PortfolioBenchFinancial trading and portfolios · Portfolio tasks, % correct · 1 Nov 2026
    96First results
    Financial spreadsheets and accounting
    Not measured

  2. Claude Opus 5.5

    Anthropic

    1st on 3 · top 3 on 5

    Benchmarks scored7

    Finance Agent BenchmarkAnalyst Financial research · Partial Credit accuracy % (v2.1) · 29 Oct 2026
    67.8#1 of 12
    FinanceBenchFinancial filings Q&A · % correct, no filing given (150-question sample) · 2 Nov 2026
    60.3Level first of 3
    Live financial market data
    Not measured
    Tax Agent BenchFinance knowledge · accuracy % (all-pass x citation factor) · 5 Nov 2026
    45.6#4 of 10
    Financial Verifiability
    Not measured
    Visa Agentic Commerce BenchmarkFinancial advice and safety · pass rate % · 5 Nov 2026
    62.2Level first of 22
    Financial trading and portfolios
    Not measured
    Ramp Accounting BenchFinancial spreadsheets and accounting · mean reward % (criteria, mean of 3 attempts) · 21 Sept 2026
    50.5#2 of 5

  3. Gemini 4 Argon

    Google

    1st on 3 · top 3 on 5

    Benchmarks scored7

    Finance Agent BenchmarkAnalyst Financial research · Partial Credit accuracy % (v2.1) · 29 Oct 2026
    67.7#2 of 12
    Financial filings Q&A
    Not measured
    Live financial market data
    Not measured
    Tax Agent BenchFinance knowledge · accuracy % (all-pass x citation factor) · 5 Nov 2026
    44.6#6 of 10
    Financial Verifiability
    Not measured
    Visa Agentic Commerce BenchmarkFinancial advice and safety · pass rate % · 5 Nov 2026
    82.2Level first of 22
    Financial trading and portfolios
    Not measured
    APEX-AccountingFinancial spreadsheets and accounting · Mean Score (% criteria passed) · 1 Nov 2026
    71.5#1 of 10

  4. GPT-5

    OpenAI

    1st on 1 · top 3 on 4

    Benchmarks scored7

    Analyst Financial research
    Not measured
    Financial filings Q&A
    Not measured
    CAIA (Crypto AI Agent Benchmark)Live financial market data · accuracy % (majority vote, 5 runs) · 17 Jan 2026
    67.4#1 of 10
    Reasoning Models Ace the CFA Exams (CFA mock-exam evaluation)Finance knowledge · Level I accuracy % · 9 Dec 2025
    96.1#2 of 6
    K-FinHalluFinancial Verifiability · binary detection F1 · 28 May 2026
    0.823#3 of 10
    PRBench FinanceFinancial advice and safety · weighted rubric score (0-100) · 6 Nov 2026
    51.3#7 of 10
    LiveTradeBenchFinancial trading and portfolios · cumulative return % · 5 Nov 2025
    5.3#3 of 10
    Financial spreadsheets and accounting
    Not measured

  5. GPT-4o

    OpenAI

    1st on 2 · top 3 on 5

    Benchmarks scored6

    Analyst Financial research
    Not measured
    FinanceQAFinancial filings Q&A · accuracy (total, 0-1) · 30 Jan 2025
    0.392#3 of 5
    Live financial market data
    Not measured
    Open FinLLM LeaderboardFinance knowledge · balanced score (mean of text/vision/audio averages) · 16 Apr 2026
    46.0#1 of 10
    FinLFQAFinancial Verifiability · evidence attribution F1 · 7 Oct 2025
    56.5#1 of 8
    Financial advice and safety
    Not measured
    InvestorBenchFinancial trading and portfolios · cumulative return % · 24 Dec 2024
    39.0#3 of 10
    Financial spreadsheets and accounting
    Not measured

  6. Claude Fable 5.1

    Anthropic

    1st on 2 · top 3 on 5

    Benchmarks scored5

    Analyst Financial research
    Not measured
    MortgageTaxFinancial filings Q&A · accuracy % · 1 Sept 2026
    70.8#2 of 5
    Live financial market data
    Not measured
    Tax Agent BenchFinance knowledge · accuracy % (all-pass x citation factor) · 5 Nov 2026
    49.2#3 of 10
    Financial Verifiability
    Not measured
    Visa Agentic Commerce BenchmarkFinancial advice and safety · pass rate % · 5 Nov 2026
    75.6Level first of 22
    Financial trading and portfolios
    Not measured
    Excel Modeling Benchmark (EMB)Financial spreadsheets and accounting · accuracy % (v1.1) · 29 Oct 2026
    76.7#1 of 10

Top models by use case

All use cases

Moneda Bench

Seven benchmarks by Moneda for what other finance benchmarks miss. Results for five so far.
How it works

Explore