Claude Opus 5.5 vs Numa 1 in finance

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

Shared benchmarks
2
Claude Opus 5.5 only
4
Numa 1 only
5

Shared benchmarks, side by side

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

  • Claude Opus 5.5
  • Numa 1
  • FinanceBench % correct, no filing given (150-question sample), higher is better

    Claude Opus 5.5:60.3
    Numa 1:67 (better)
Benchmark
Claude Opus 5.5
Numa 1

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

FinanceBench% correct, no filing given (150-question sample), higher is better
60.3
Moneda run, 2026-11-02 (Run by Moneda, 2 Nov 2026)
67
Moneda run, 2026-11-02 (Run by Moneda, 2 Nov 2026)
FinanceQAaccuracy (total, 0-1), higher is better
Not scored
0.355
Moneda run, 2026-11-01 (Run by Moneda, 1 Nov 2026)
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)
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)
Ramp Accounting Benchmean reward % (criteria, mean of 3 attempts), higher is better
50.5
Ramp Labs Accounting Bench (Official board, 21 Sept 2026)
Not scored
Excel Modeling Benchmark (EMB)accuracy % (v1.1), higher is better
75.8
Vals.ai leaderboard (Official board, 29 Oct 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)
Finance Agent BenchmarkPartial Credit accuracy % (v2.1), higher is better
67.8
Vals.ai leaderboard (Official board, 29 Oct 2026)
Not scored
Vals Finance Indexindex accuracy %, higher is better
65.6
Vals.ai leaderboard (Official board, 29 Oct 2026)
Not scored
Tax Agent Benchaccuracy % (all-pass x citation factor), higher is better
45.6
Vals.ai leaderboard (Official board, 29 Oct 2026)
Not scored

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