Reflection / MODEL EVIDENCE

Beam 1.0

35 benchmarks · 41 observations · 35 sources · released 2026-10-16

Scores at a glance

35 benchmarks · large dot: Beam 1.0; small dots: closest models where reported

42.9466.9

Beam 1.0 · SciCode · AA implementation ↗

Closest models by score

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

10.7 percentile-point gap

30 of 34 shared benchmark comparisons

26.2 percentile-point gap

33 of 34 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. AA-Briefcase v1.1: Agentic Knowledge Work Benchmark | Artificial Analysis ↗

    Artificial Analysis

  2. Artificial Analysis Intelligence Index v5.0 — Artificial Analysis ↗

    Artificial Analysis

  3. AA-LCR v1.1: Long Context Reasoning Benchmark | Artificial Analysis ↗

    Artificial Analysis

  4. AutomationBench-AA: Agentic SaaS Workflow Benchmark | Artificial Analysis ↗

    Artificial Analysis

  5. CritPt Benchmark | Artificial Analysis ↗

    Artificial Analysis

  6. CritPt v2 Benchmark | Artificial Analysis ↗

    Artificial Analysis

  7. CritPt v2 — Hard Subset — Artificial Analysis ↗

    Artificial Analysis

  8. FrontierCode 1.1 Benchmark | Artificial Analysis ↗

    Artificial Analysis

  9. FrontierCode 2.0 Benchmark — Artificial Analysis ↗

    Artificial Analysis

  10. GDP.pdf Benchmark | Artificial Analysis ↗

    Artificial Analysis

  11. GDPval-AA v2.1 Benchmark | Artificial Analysis ↗

    Artificial Analysis

  12. HLE-Diamond Benchmark — Artificial Analysis ↗

    Artificial Analysis

  13. Humanity's Last Exam Benchmark | Artificial Analysis ↗

    Artificial Analysis

  14. MLCR-AA: Medical Long Context Reasoning Benchmark | Artificial Analysis ↗

    Artificial Analysis

  15. AA-Omniscience v1.1: Knowledge and Hallucination Benchmark — Artificial Analysis ↗

    Artificial Analysis

  16. SciCode Benchmark | Artificial Analysis ↗

    Artificial Analysis

  17. Terminal-Bench-Science 0.1 Benchmark | Artificial Analysis ↗

    Artificial Analysis

  18. Terminal-Bench 4.0 Benchmark | Artificial Analysis ↗

    Artificial Analysis

  19. BioMysteryBench — evaluation methodology and results ↗

    Vals AI · 2026

  20. Code Migration — evaluation methodology and results ↗

    Vals AI · 2026

  21. Excel Modeling Benchmark — evaluation methodology and results ↗

    Vals AI · 2026

  22. Finance Agent — evaluation methodology and results ↗

    Vals AI · 2026

  23. Vals Finance Index — evaluation methodology and results ↗

    Vals AI · 2026

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

    Vals AI · 2026

  25. IOI — evaluation methodology and results ↗

    Vals AI · 2026

  26. Vals Legal Index — evaluation methodology and results ↗

    Vals AI · 2026

  27. Legal Research Bench — evaluation methodology and results ↗

    Vals AI · 2026

  28. MysteryMechanism — evaluation methodology and results ↗

    Vals AI · 2026

  29. ProofBench — evaluation methodology and results ↗

    Vals AI · 2026

  30. Vals Science Index — evaluation methodology and results ↗

    Vals AI · 2026

  31. Tax Agent Bench — evaluation methodology and results ↗

    Vals AI · 2026

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

    Vals AI · 2026

  33. Terminal-Bench-Science — evaluation methodology and results ↗

    Vals AI · 2026

  34. Vals Index — evaluation methodology and results ↗

    Vals AI · 2026

  35. Vibe Code Bench — evaluation methodology and results ↗

    Vals AI · 2026

Names used in source tables

Beam 1.0 · Beam 1.0 (Mini-SWE-agent) · Beam 1.0 (OpenHands)