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Agents' Last Exam Benchmark

What is Agents' Last Exam?

Multi-step agentic benchmark using Claude Code harness. Tool Search disabled. Scores depend on harness, reasoning effort, context length, and timeout settings.

Released
2025-01-23
Evaluates
coding agent
Openness
unknown
Importer
Model reports
Reported scores
3

Source provenance

Agents' Last Exam links

Agents' Last Exam results and reported scores

Model reports

ModelOrganizationReported valueReportedEvidence
DeepSeek-V4.1-FlashDeepSeek31.82026-09-10evidence
GLM-5.3-FlashZ.ai26.32026-08-27evidence
Hy4 previewTencent22.82026-08-28evidence

Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.

Which sources cite Agents' Last Exam?

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