Model results
WeirdML
Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.
Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.
WeirdML
- Source
- WeirdML via Epoch AI
- Version
- v2
- Measurement date
- Not reported
- Metric
- % · Higher is better
- Evaluation scope
- effort high · result date not supplied
Positions are withheld because at least one result lacks explicit independent provenance or a documented evaluation scope. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.
GPT-6 Astra
openai/gpt-6-astra-20260903
92.9%
View modelEvidence aggregatedClaude Fable 5.1
anthropic/claude-fable-5-1
92.3%
View modelEvidence aggregatedClaude Opus 5
anthropic/claude-opus-5
91.6%
View modelEvidence aggregatedGPT-5.6 Sol
openai/gpt-5.6-sol-20260709
88.8%
View modelEvidence aggregatedClaude Fable 5
anthropic/claude-fable-5
87.8%
View modelEvidence aggregatedGemini 3.8 Flash
google/gemini-3.8-flash-20260902
84.8%
View modelEvidence aggregatedGPT-5.5
openai/gpt-5.5-20260423
83.9%
View modelEvidence aggregatedGPT-5.6 Terra
openai/gpt-5.6-terra-20260709
78.3%
View modelEvidence aggregatedClaude Opus 4.6
anthropic/claude-opus-4-6
78%
View modelEvidence aggregatedClaude Opus 4.7
anthropic/claude-opus-4-7
76.4%
View modelEvidence aggregatedClaude Sonnet 5
anthropic/claude-sonnet-5
68.8%
View modelEvidence aggregatedGLM 5.2
z-ai/glm-5.2-20260616
67.3%
View modelEvidence aggregatedGrok 4.6
x-ai/grok-4.6-20260810
67.3%
View modelEvidence aggregatedGemini 3.5 Flash
google/gemini-3.5-flash-20260519
62.6%
View modelEvidence aggregatedGPT-5.6 Luna
openai/gpt-5.6-luna-20260709
60.9%
View modelEvidence aggregatedGPT-5.1
openai/gpt-5.1-20251113
60.8%
View modelEvidence aggregatedGPT-5
openai/gpt-5-2025-08-07
60.7%
View modelEvidence aggregatedGPT-5 Pro
openai/gpt-5-pro-2025-10-06
60.4%
View modelEvidence aggregatedGPT-5.4 Mini
openai/gpt-5.4-mini-20260317
60.3%
View modelEvidence aggregatedo3 Pro
openai/o3-pro-2025-06-10
58.2%
View modelEvidence aggregatedDeepSeek V4 Flash 0731
deepseek/deepseek-v4-flash-20260731
57%
View modelEvidence aggregatedGemini 3.6 Flash
google/gemini-3.6-flash-20260721
56.1%
View modelEvidence aggregatedGPT-5 Codex
openai/gpt-5-codex
54.5%
View modelEvidence aggregatedGPT-5 Mini
openai/gpt-5-mini-2025-08-07
52.7%
View modelEvidence aggregatedo4 Mini
openai/o4-mini-2025-04-16
52.6%
View modelEvidence aggregatedo3
openai/o3-2025-04-16
52.4%
View modelEvidence aggregatedGPT-5.4 Nano
openai/gpt-5.4-nano-20260317
49.2%
View modelEvidence aggregatedgpt-oss-120b
openai/gpt-oss-120b
48.2%
View modelEvidence aggregatedDeepSeek V4 Pro 0423
deepseek/deepseek-v4-pro-20260423
46.5%
View modelEvidence aggregatedo1
openai/o1-2024-12-17
46.1%
View modelEvidence aggregatedDeepSeek V4 Flash 0423
deepseek/deepseek-v4-flash-20260423
43.8%
View modelEvidence aggregatedo3 Mini
openai/o3-mini-2025-01-31
43.7%
View modelEvidence aggregatedgpt-oss-20b
openai/gpt-oss-20b
40.9%
View modelEvidence aggregatedGemini 3.5 Flash Lite
google/gemini-3.5-flash-lite-20260721
39%
View modelEvidence aggregatedGPT-5 Nano
openai/gpt-5-nano-2025-08-07
38.1%
View modelEvidence aggregatedInkling
thinkingmachines/inkling-20260715
32.3%
View modelEvidence aggregated