Reported model / MODEL EVIDENCE

Mercury 3

11 benchmarks · 11 observations · 11 sources

Scores at a glance

11 benchmarks · large dot: Mercury 3; small dots: closest models where reported

Closest models by score

Similar positions on shared benchmark leaderboards. Smaller gaps are closer.

7.2 percentile-point gap

9 of 11 shared benchmark comparisons

10.1 percentile-point gap

9 of 11 shared benchmark comparisons

How similarity is measured

Mean absolute gap in percentile positions on shared benchmark settings; lower is closer. At least 60% overlap is required, with a minimum of three when available. Independent evaluations are used when there are at least three; otherwise published report comparisons are used. Repeated model observations within one setting are averaged before ranking. Writing-style traits and composite indices are excluded. This describes similarity, not an overall quality ranking.

Sources

Every plotted observation links to its evaluation. Reported configurations, benchmark versions and task subsets can differ; similarity describes shared scores, not training lift.

  1. Code Migration — evaluation methodology and results ↗

    Vals AI · 2026

  2. Excel Modeling Benchmark — evaluation methodology and results ↗

    Vals AI · 2026

  3. Finance Agent — evaluation methodology and results ↗

    Vals AI · 2026

  4. Vals Finance Index — evaluation methodology and results ↗

    Vals AI · 2026

  5. HLAB-Vals-1.1 — evaluation methodology and results ↗

    Vals AI · 2026

  6. Vals Legal Index — evaluation methodology and results ↗

    Vals AI · 2026

  7. Legal Research Bench — evaluation methodology and results ↗

    Vals AI · 2026

  8. Tax Agent Bench — evaluation methodology and results ↗

    Vals AI · 2026

  9. Terminal-Bench 4.0 — evaluation methodology and results ↗

    Vals AI · 2026

  10. Vals Index — evaluation methodology and results ↗

    Vals AI · 2026

  11. Vibe Code Bench — evaluation methodology and results ↗

    Vals AI · 2026

Names used in source tables

Mercury 3 · Mercury 3 (Mini-SWE-agent) · Mercury 3 (OpenHands)