Autonomous AI Evaluation

Your models.
Evaluated 24/7.
No human in the loop.

BenchAI watches your model releases, runs benchmarks continuously, and alerts you when performance drifts. Stop running eval pipelines by hand. Start shipping faster.

3.2x faster than manual eval
47 benchmarks supported
0 hours of your time
AI benchmark monitoring dashboard

How it works

01

Connect your model

Point BenchAI at your GitHub repo, HuggingFace model, or model registry. One line of config.

02

Define your benchmarks

Pick from 47 pre-built benchmarks (TVR, QVHighlights, VALUE, TVQA, SAM) or add your own eval harness in minutes.

03

Sleep. BenchAI runs.

Every new commit triggers an eval run. Results land in your dashboard with regression alerts before you even open your laptop.

Everything a research team needs

Live monitoring

Live Model Monitoring

Track performance across all model checkpoints over time. Watch metrics shift across every commit. Spot the exact commit that broke performance.

Automated Regression Alerts

Get notified the moment a new checkpoint drops below your baseline. No more discovering regressions weeks later in a retrospecto.

47 Pre-built Benchmarks

TVR, QVHighlights, VALUE, TVQA, SAM, ClipBERT and 42 more. All wired up. Add your custom harness in YAML.

Comparative Leaderboards

See all your models ranked side-by-side. Compare across commits, tags, or branches. Export to CSV or push to your internal wiki.

Multi-Model Comparison

Run the same benchmark suite across your model family simultaneously. See which architecture wins on your specific task.

One-file Integration

Drop a benchai.yaml into your repo. That's it. BenchAI auto-discovers your eval harness and starts running on every push.

Runs while you sleep

Your eval pipeline never sleeps.
Neither should your benchmark.

Every AI lab has the same problem: benchmarks get run before major releases, not continuously. A model regresses on Tuesday, the team ships on Friday, users notice on Monday. BenchAI closes that gap. It's the CI/CD pipeline your ML infrastructure always needed but never had.

BenchAI closes the loop between model changes and model performance.

Stop discovering regressions the hard way. Start shipping with confidence, every commit, every checkpoint, every time.