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
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 | 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