Local model routing product
Local Model Ops Bench
Paste benchmark JSON and produce an explainable local routing recommendation. Useful for teams deciding which model should handle summaries, code repair, product work, and memory without leaking private data.
Load a sample or paste benchmark JSON.
Summary
Ranked models
| Model | Quality | TPS | Routing score |
|---|
↑ If your routing scoreboard surfaced real cost leaks
Want a custom routing audit?
The free benchmark ranks open-source models by quality + TPS. The Local/Cloud Model Routing Audit Sprint ($750) goes deeper — analyzes your actual usage logs, identifies which workloads can drop to local Ollama / Qwen / phi4-mini without quality regression, and ships a routing config that cuts inference spend 40-70% on typical agent stacks. 3-day turnaround.
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Workload fingerprint analysis on YOUR usage logs (sanitized)
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Per-workload routing recommendations with quality-confidence scores
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Drop-in routing config for LiteLLM / OpenRouter / custom proxies
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7-day money-back guarantee