Atlas

Benchmarks

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HLE Extended (Mercor held-out)

General QA

Mercor's held-out Extended twin of Humanity's Last Exam: 447 Mercor closed-ended frontier academic questions, scored by answer accuracy. Mercor does not say whether the set includes image questions. The public twin Mercor reruns is the 2,158-question text-only HLE (hle-text-only, under hle). Mercor does not publish the held-out tasks or say how they were drawn or written, so this is its own benchmark, not a component of the public one.

Top models (higher is better)

ModelScore
GPT-5.6 Sol Pro77.3
GPT-5.6 Terra70.7
Claude Opus 561.0
Claude Fable 558.7
GPT-5.6 Luna57.5
GPT-5.456.1
GPT-6 Luna53.3
Opus 4.849.4
Grok 4.645.8
DeepSeek V4.1 Flash45.3
Gemini 3.8 Flash36.8
Kimi K335.0
Gemini 3.7 Flash31.6
Opus 4.731.2
Sonnet 529.1
GLM-5.225.8
Grok 4.525.4
Gemini 3.1 Pro Preview19.6
Gemini 3.5 Flash14.8
Kimi K2.7 Code13.7
Gemini 3.6 Flash13.3
Sonnet 4.610.9
DeepSeek-V3.28.1
gpt-oss-120b8.1
MiniMax M2.76.6
MiniMax M35.4
Qwen3.5 397B A17B4.2
GLM-52.0
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