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MODELQUEST
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GPT-5.6 Sol · API · Max effort
Evidenceacceptedindependent_lab

GPQA Diamond

Artificial Analysis — GPQA Diamond (GPT-5.6 Sol max)

ev_2026_07_gpt56sol_aa_gpqa

Result
Configuration

How it was measured

Exact model
gpt-5.6-sol
Reasoning
max
Agent harness
none
Tool access
none (closed-book scientific QA)
Prompting
Artificial Analysis standard GPQA Diamond protocol

PRIMARY independent INT — Artificial Analysis GPQA Diamond under max effort.

Caveats

Known limitations

  • GPQA near-saturated at the frontier; use peer comparison not absolute %.
  • Max effort — not default medium chat.
  • Prefer this AA figure over vendor 94.6% for independent INT primary.
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
health0.70
comparability0.90
reliability0.85
Benchmark

GPQA Diamond

Graduate-level science questions (biology, physics, chemistry) designed to be Google-proof; Diamond is the hardest subset where PhD experts score ~65%.

Benchmark source →