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Tau2 (average over 3)
Customer-service style tasks where the model uses tools and follows policies over a conversation with a simulated user.
Your workloadRAG over docs · 12K in · 600 out · 50K requests/mo · 30% cached
- ModelScoreYour cost / mo
- 1Gemma 4 31B · Googlebest value76.9%
“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
- Gemma 4 31B Benchmark results
Instruction-tuned models, as published in Google's model card. OmniDocBench is edit distance (lower is better). Audio benchmarks are omitted because 31B has no audio input.
Only each model's own maker's number is shown; scores a maker reports for rival models are left out.