AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
PinchBench
PinchBench evaluates coding agents on real-world agentic coding tasks, measuring both best-case and average performance across complex software engineering scenarios.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 6
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Nemotron 3 Ultra (550B A55B) | 0.9 | Not recorded | Not recorded | 2026-06-04 · model_announcement | LLM Stats |
| Nemotron 3.5 Lightning (30B A3B) | 0.8537 | Not recorded | Not recorded | 2026-08-11 · model_announcement | LLM Stats |
| MiMo-V2-Omni | 0.812 | Not recorded | Not recorded | 2026-03-18 · model_announcement | LLM Stats |
| MiMo-V2-Pro | 0.81 | Not recorded | Not recorded | 2026-03-18 · model_announcement | LLM Stats |
| GLM-5V-Turbo | 0.807 | Not recorded | Not recorded | 2026-04-02 · model_announcement | LLM Stats |
| LFM2.5-2.6B | 0.6822 | Not recorded | Not recorded | 2026-08-04 · model_announcement | LLM Stats |