Private benchmark

Benchmark Your Endpoint

We'll run your model against our full test suite and send you a private report.

Your API endpoint

Model name

API key

Used only for the benchmark run. Never stored.

Model type

LLM STT TTS

Your email

Company / project name optional

Brief description optional

What are you building?

API key handling: Your key will be submitted separately via secure channel — we'll reply with instructions. The key is never included in this email request.

We'll reply with secure key submission instructions within a few hours.

Request received.

We'll be in touch within 24 hours with your benchmark results.
Check your inbox — we'll reply with secure key submission instructions first.

What you'll get

P50 / P95 / P99 measurements

Full percentile distribution for TTFT, TTFB, and throughput. No synthetic averages.

Comparison vs all providers

Side-by-side against every model in our benchmark database.

Regional latency from 2+ locations

North America and Europe at minimum. More on request.

Shareable result URL

Private link to your benchmark results. Share with your team or investors.

PDF report coming soon

Formatted report for presentations and documentation.

Benchmarks are run using modelping — the same open-source tool anyone can run. Results are reproducible.