Tool-augmented Humanity's Last Exam scores reported in DeepSeek-V4 thinking-mode evaluations.
BenchLM mirrors the published score view for HLE w/ tools. Qwen3.7 Max leads the public snapshot at 53.5% , followed by DeepSeek V4 Pro (Max) (48.2%) and Step 3.7 Flash (47.2%). BenchLM does not use these results to rank models overall.
Qwen3.7 Max
Alibaba
DeepSeek V4 Pro (Max)
DeepSeek
Step 3.7 Flash
StepFun
The published HLE w/ tools snapshot is tightly clustered at the top: Qwen3.7 Max sits at 53.5%, while the third row is only 6.3 points behind. The broader top-10 spread is 13.2 points, so the benchmark still separates strong models even when the leaders cluster.
6 models have been evaluated on HLE w/ tools. The benchmark falls in the Agentic category. This category carries a 22% weight in BenchLM.ai's overall scoring system. HLE w/ tools is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
Year
2026
Tasks
Expert questions with tool use
Format
Pass@1
Difficulty
Frontier tool-augmented reasoning
BenchLM stores HLE w/ tools as a display-only provider-table row when exact values are published in DeepSeek-V4 evaluations.
Version
HLE w/ tools 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Tool-augmented Humanity's Last Exam scores reported in DeepSeek-V4 thinking-mode evaluations.
Qwen3.7 Max by Alibaba currently leads with a score of 53.5% on HLE w/ tools.
6 AI models have been evaluated on HLE w/ tools on BenchLM.
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