reasoning
Humanity's Last Exam
- #94max of 58738.6%
Leader: Opus 5.5 · 61.4%
DeepSeek · released 2026-07-31
Measured on 62 benchmarks across 4 reasoning efforts.
General frontier
42.6
#49 of 136 models · best at xhigh
includes estimates: 5% of the mix is measured for this model
reasoning
Leader: Opus 5.5 · 61.4%
knowledge
Leader: Opus 5.5 · 46.4
reasoning
Leader: Opus 4.8 · 95.0%
math
Leader: GPT-6.1 Sol · 100.0%
agentic
Leader: Sonnet 5.5 · 1823
agentic
Leader: Gemini 4 · 77.5%
agentic
Leader: Sonnet 5.5 · 81.1%
agentic
Leader: Muse Spark 1.2 · 25.4%
agentic
Leader: Muse Spark 1.3 · 55.3%
agentic
Leader: DeepSeek V4.1 Flash · 69.8%
agentic
Leader: Fable 5.1 · 49.2%
agentic
Leader: Opus 5.5 · 65.2%
agentic
Leader: GPT-6 Astra · 62.9%
agentic
Leader: Qwen 3.8 Max · 51.3%
coding
Leader: Sonnet 5.5 · 69.8%
coding
Leader: Opus 5.5 · 65.3%
coding
Leader: Opus 5.5 · 54.6%
coding
Leader: Gemini 4 · 100.0%
coding
Leader: Fable 5.1 · 90.5%
coding
Leader: Opus 5.5 · 65.0%
coding
Leader: Opus 5.5 · 18.5%
coding
Leader: Opus 5.5 · 87.0%
coding
Leader: Opus 5.5 · 66.9%
coding
Leader: Opus 5 · 97.0%
coding
Leader: Opus 5.5 · 87.6%
coding
Leader: Fable 5.1 · 91.4%
coding
Leader: Sonnet 5.5 · 63.6%
coding
Leader: Sonnet 5.5 · 92.4%
coding
Leader: GPT-6 Astra Pro · 93.6%
composite
Leader: Opus 5.5 · 57.6
composite
Leader: Gemini 4 · 68.9%
cost
Leader: GPT-6 Luna · $0.00
cost
Leader: GPT-6 Luna · $10.63
creative
Leader: GPT-6 Astra Pro · 2281
economics
Leader: Opus 5 · 73.2%
economics
Leader: Fable 5.1 · 76.7%
economics
Leader: Gemini 4 · 65.4%
economics
Leader: Muse Wonder Full (Max) · 32.6%
economics
Leader: Opus 5.5 · 1866
economics
Leader: Muse Spark 1.2 · 80.4%
knowledge
Leader: Fable 5.1 · 67.2%
knowledge
Leader: MiniCPM5-1B (Non-reasoning) · 99.1%
knowledge
Leader: GPT-6 Astra · 96.3%
knowledge
Leader: Gemini 3.1 Pro · 95.5%
knowledge
Leader: Opus 5 · 63.6%
knowledge
Leader: Opus 5.5 · 91.4%
knowledge
Leader: Fable 5.1 · 92.4%
long-context
Leader: Kimi K3 · 88.7%
long-context
Leader: Sonnet 5.5 · 75.0%
math
Leader: GPT-6.1 Sol · 93.7%
math
Leader: Sonnet 5.5 · 100.0%
reasoning
Leader: Fable 5 · 98.5%
reasoning
Leader: GPT-6 Astra · 95.0%
reasoning
Leader: Muse Wonder Full (Max) · 32.9%
reasoning
Leader: Fable 5 · 88.6%
reliability
Leader: GPT-5.4 Pro · 0.0%
reliability
Leader: GPT-5 Pro · 100.0%
safety
Leader: Wonder · 80.4%
speed
Leader: Gemini 2.5 Flash-Lite · 0.3s
speed
Leader: Celeris-1 · 1522.5
speed
Leader: Qwen 2.5 7B · 0.2s
speed
Leader: Muse Spark 1.1 · 204.3