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PinchBench

We haven't written a description for this benchmark yet; see the card notes below for how each maker ran it.

Your workloadRAG over docs · 12K in · 600 out · 50K requests/mo · 30% cached
  1. 1NVIDIA Nemotron 3 Ultra · NVIDIAbest value
    90.0%

“Best value”: no other model here reports a higher score at a lower cost for your workload. Scores are self-reported by each maker with different settings, so treat close calls as ties.

How each maker reported it

  • NVIDIA Nemotron 3 Ultra Table 10, p.38

    NVIDIA's own runs of the BF16 model via the NeMo Evaluator SDK. Competitor numbers come from the same table. IOI 2025 is a score out of 600. Blank = not reported.

Only each model's own maker's number is shown; scores a maker reports for rival models are left out.