PinchBench leaderboard
1 ranked models · higher is better
View accessible chart data
| Model | Rank | Provider | Score |
|---|---|---|---|
| Nemotron 3 Ultra | #1 | NVIDIA | 90% |
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Agents · Benchmark profile
An OpenClaw agent benchmark from Kilo that measures successful task completion across standardized real-world agent workflows.
Data verified 21 Jul 2026 · Methodology 1.6.0
Visual analysis
Switch between model placement, score distribution and descriptive provider averages. Every view uses the same sourced leaderboard.
1 ranked models · higher is better
| Model | Rank | Provider | Score |
|---|---|---|---|
| Nemotron 3 Ultra | #1 | NVIDIA | 90% |
One best score per model · higher is better
| Rank | Model | Provider | License | Evidence use | Score |
|---|---|---|---|---|---|
| #1 | Nemotron 3 Ultra nemotron-3-ultra-550b | NVIDIA | open | Estimated reference | 90% |
About PinchBench
An OpenClaw agent benchmark from Kilo that measures successful task completion across standardized real-world agent workflows. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗FAQ
An OpenClaw agent benchmark from Kilo that measures successful task completion across standardized real-world agent workflows.
Nemotron 3 Ultra by NVIDIA currently leads with 90%.
1 model in the LuminaBench cohort have a qualifying score on this benchmark.
No. This benchmark is display-only and does not enter the overall Lumina composite.
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