RLTasksby ulam.ai
Models / OpenAI

OpenAI / MODEL EVIDENCE

GPT-4.1 mini

37 benchmarks · 44 observations · 40 sources · released 2025-04-14

Scores at a glance

37 benchmarks · large dot: GPT-4.1 mini; small dots: closest models where reported

MATH Level 5 ↗87.29%
3.2998.13

GPT-4.1 mini · MATH level 5 · Best score (across scorers) · % ↗

CadEval ↗16%
1274

GPT-4.1 mini · CadEval · Overall pass (%) · % ↗

LMCA ↗21.12%
2.7868.26

GPT-4.1 mini · LMCA · Score · % ↗

DTBench ↗68.8%
41.6598.93

GPT-4.1 mini · DTBench · Accuracy · % ↗

Fortress ↗59.19%
5.7874.39

GPT-4.1 mini · Scale Labs · Risk elicitation score ↗

VISTA ↗41.14%
15.1854.65

GPT-4.1 mini · Scale Labs · Score ↗

LiveCodeBench Pro ↗1 Elo
1999

GPT-4.1 mini · LiveCodeBench Pro · Elo rating · human contest calibration ↗

3 more reported results

0% · GPT-4.1 mini · LiveCodeBench Pro · Hard · pass@1 · difficulty breakdown · LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗

5.6% · GPT-4.1 mini · LiveCodeBench Pro · Medium · pass@1 · difficulty breakdown · LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗

28.2% · GPT-4.1 mini · LiveCodeBench Pro · Easy · pass@1 · difficulty breakdown · LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? ↗

Closest models by score

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

8.7 percentile-point gap

22 of 23 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.

Filter comparisons to this model →

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. Aider code editing benchmark ↗

    Paul Gauthier, Aider contributors

  2. Aider LLM Leaderboards — Polyglot coding benchmark ↗

    Aider

  3. ARC Prize - Leaderboard ↗

    ARC Prize Foundation

  4. SciCode Benchmark | Artificial Analysis ↗

    Artificial Analysis

  5. SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models — published result table ↗

    Pham, Thinh, Nguyen, Nguyen, Zunjare, Pratibha, Chen, Weiyuan, Tseng, Yu-Min, Vu, Tu · 2025

  6. LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming? — published result table ↗

    Zihan Zheng, Zerui Cheng, Zeyu Shen, Shang Zhou, Kaiyuan Liu, Hansen He et al. · 2025

    All 19 authors

    Zihan Zheng, Zerui Cheng, Zeyu Shen, Shang Zhou, Kaiyuan Liu, Hansen He, Dongruixuan Li, Stanley Wei, Hangyi Hao, Jianzhu Yao, Peiyao Sheng, Zixuan Wang, Wenhao Chai, Aleksandra Korolova, Peter Henderson, Sanjeev Arora, Pramod Viswanath, Jingbo Shang, Saining Xie

  7. TextQuests: How Good are LLMs at Text-Based Video Games? — published result table ↗

    Phan, Long, Mazeika, Mantas, Zou, Andy, Hendrycks, Dan · 2025

  8. DTBench — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  9. LMCA — Conceptual Reasoning Index ↗

    Conceptual Reasoning Index

  10. ARC-AGI-2 ↗

    Epoch AI

  11. Chess Puzzles ↗

    Epoch AI

  12. CritPt v1 ↗

    Epoch AI

  13. FrontierMath Tiers 1-3 (v1, old) ↗

    Epoch AI

  14. FrontierMath Tiers 1-3 (v2) ↗

    Epoch AI

  15. GPQA Diamond ↗

    Epoch AI

  16. MATH Level 5 ↗

    Epoch AI

  17. Mystery Game Puzzles ↗

    Epoch AI

  18. OTIS Mock AIME 2024-2025 ↗

    Epoch AI

  19. SimpleQA Verified ↗

    Epoch AI

  20. AI benchmarks & capabilities ↗

    Epoch AI

  21. Fiction.liveBench — March 14, 2025 benchmark release ↗

    Fiction.live · 2025

  22. WeirdML ↗

    Håvard Tveit Ihle

  23. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  24. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  25. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  26. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  27. Scale Labs — evaluation methodology and results ↗

    Scale Labs / SEAL · 2026

  28. CadEval Dashboard — run 20250422_095709 ↗

    willpatrick · 2025

  29. AIME — evaluation methodology and results ↗

    Vals AI · 2026

  30. CorpFin — evaluation methodology and results ↗

    Vals AI · 2026

  31. GPQA Diamond — evaluation methodology and results ↗

    Vals AI · 2026

  32. LiveCodeBench — evaluation methodology and results ↗

    Vals AI · 2026

  33. LegalBench — evaluation methodology and results ↗

    Vals AI · 2026

  34. MATH 500 — evaluation methodology and results ↗

    Vals AI · 2026

  35. MedQA — evaluation methodology and results ↗

    Vals AI · 2026

  36. MGSM — evaluation methodology and results ↗

    Vals AI · 2026

  37. MMLU Pro — evaluation methodology and results ↗

    Vals AI · 2026

  38. MMMU Pro — evaluation methodology and results ↗

    Vals AI · 2026

  39. MortgageTax — evaluation methodology and results ↗

    Vals AI · 2026

  40. TaxEval — evaluation methodology and results ↗

    Vals AI · 2026

Names used in source tables

GPT 4.1 Mini · GPT-4.1 mini · GPT-4.1-mini · gpt-4.1-mini