GPT-4o vs Numa 1 in finance

Every finance benchmark where both have a score (OpenAI and Moneda). Data refreshed 2 Nov 2026.

Shared benchmarks
1
GPT-4o only
5
Numa 1 only
6

Shared benchmarks, side by side

Each benchmark is drawn on its own scale. Bars are not comparable across rows.

  • GPT-4o
  • Numa 1

  • FinanceQA accuracy (total, 0-1), higher is better

    GPT-4o:0.392 (better)
    Numa 1:0.355
Benchmark
GPT-4o
Numa 1

14 benchmarks, 1 scored for both. Bold marks the better score where both have one.

FinanceQAaccuracy (total, 0-1), higher is better
0.392
Paper Table 1 (Reported by the authors, 30 Jan 2025)
0.355
Moneda run, 2026-11-01 (Run by Moneda, 1 Nov 2026)
BizFinBenchaverage score across 9 tasks, higher is better
71.8
Paper Table 3 (Reported by the authors, 26 May 2025)
Not scored
FinanceBench% correct, no filing given (150-question sample), higher is better
Not scored
67
Moneda run, 2026-11-02 (Run by Moneda, 2 Nov 2026)
FinLFQAevidence attribution F1, higher is better
56.5
Paper Table 6 (Reported by the authors, 7 Oct 2025)
Not scored
FinLFQALLM-as-judge answer score (/15), higher is better
13.5
Paper Table 6 (Reported by the authors, 7 Oct 2025)
Not scored
FinSearchCompGlobal subset average accuracy %, higher is better
Not scored
59.4
Moneda run, 2026-11-01 (Run by Moneda, 1 Nov 2026)
FinSearchCompGreater China subset average accuracy %, higher is better
Not scored
57.1
Moneda run, 2026-11-01 (Run by Moneda, 1 Nov 2026)
InvestorBenchcumulative return %, higher is better
39.0
Paper Table 2 (Reported by the authors, 24 Dec 2024)
Not scored
K-FinHallubinary detection F1, higher is better
0.733
Paper Table 3 (Reported by the authors, 28 May 2026)
Not scored
Moneda CiteBenchFactual share of linked claims %, higher is better
Not scored
63.3
Moneda run, 2026-11-02 (Run by Moneda, 2 Nov 2026)
Moneda FilingsBench% correct (private split), higher is better
Not scored
91.6
Moneda run, 2026-11-02 (Run by Moneda, 2 Nov 2026)
Moneda PortfolioBenchPortfolio tasks, % correct, higher is better
Not scored
96
Moneda run, 2026-11-01 (Run by Moneda, 1 Nov 2026)
Open FinLLM Leaderboardbalanced score (mean of text/vision/audio averages), higher is better
46.0
Open FinLLM Leaderboard (scores.json) (Official board, 16 Apr 2026)
Not scored
Finance Agent BenchmarkPartial credit % on the 27 public questions (run by Moneda; not comparable, unranked), higher is better
Not scored
80.2
Moneda run, 2026-10-09 (Run by Moneda, 9 Oct 2026)

Scores from different benchmarks use different scales and are not added up. Settings can differ between sources; see each leaderboard for details.