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MODELQUEST
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DeepSeek V4 Pro · API · Max effort
Evidencesupersededvendor_reported

Humanity's Last Exam

DeepSeek V4-Pro-Max — HLE

ev_2026_07_dsv4pro_hle

Result
Configuration

How it was measured

Exact model
deepseek-v4-pro
Reasoning
max
Agent harness
none
Tool access
none (closed-book)
Prompting
vendor HLE

SUPERSEDED by independent AA HLE (ev_2026_07_dsv4pro_aa_hle). Kept for audit trail.

Caveats

Known limitations

  • Vendor-reported closed-book HLE.
  • Superseded by independent AA float for scoring.
Weighting

Evidence weight factors

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

relevance0.95
quality0.55
recency0.90
health0.90
comparability0.85
reliability0.70
Benchmark

Humanity's Last Exam

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

Benchmark source →