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GPT-5.6 Sol · API · Max effort
Evidenceacceptedindependent_lab

Humanity's Last Exam

Artificial Analysis — HLE (GPT-5.6 Sol max)

ev_2026_07_gpt56sol_aa_hle

Result
Configuration

How it was measured

Exact model
gpt-5.6-sol
Reasoning
max
Agent harness
none
Tool access
none (closed-book AA default)
Prompting
AA HLE protocol (text-only subset)

Independent AA HLE; frontier-relative norm under meth_v0_1_1.

Caveats

Known limitations

  • Closed-book AA run — do not mix with tool-enabled vendor HLE.
  • Max effort config.
Weighting

Evidence weight factors

The engine weights each evidence row by these factors (0–1) when fusing scores — higher is more trusted.

relevance0.95
quality1.00
recency1.00
health0.90
comparability0.90
reliability0.85
Benchmark

Humanity's Last Exam

Frontier closed-ended academic benchmark across many subjects; often reported with and without tools.

Benchmark source →