Benchmark

APEX-Agents Benchmark

What is APEX-Agents?

Expert-authored professional tasks with rubric grading; graders are LLMs. Benchmark Radar tracks 5 reported scores for APEX-Agents, cited by 5 source…

Released: 2026-01-20
Evaluates: agent
Openness: unknown
Importer: Model reports
Reported scores: 5

Source provenance

Original evidence https://arxiv.org/abs/2601.14242

APEX-Agents paper

Paper https://arxiv.org/abs/2601.14242

APEX-Agents results and reported scores

Model reports

Model	Organization	Reported value	Reported	Evidence
DeepSeek-V4-Flash	DeepSeek	33.0	2026-06-25	evidence
DeepSeek-V4-Pro	DeepSeek	38.3	2026-04-22	evidence
Gemini 3.1 Pro	Google	33.5	2026-02-19	evidence
Hy4 preview	Tencent	37.1	2026-08-28	evidence
Kimi K3	Moonshot AI	41.0	2026-06-13	evidence

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 APEX-Agents?

Hy4 preview Tencent, 2026-08-28
DeepSeek-V4 DeepSeek, 2026-06-25
Kimi K3 Moonshot AI, 2026-06-13
DeepSeek-V4-Pro DeepSeek, 2026-04-22
Gemini 3.1 Pro Google, 2026-02-19