Stop checking dashboards. Start getting answers.
Benchwright is an autonomous agent that continuously evaluates your AI models, detects regressions, benchmarks alternatives, and tells you exactly what to change. Zero setup. Flat pricing.
57% of companies deploy AI agents. Most have no idea if they still work.
Existing tools give you dashboards, charts, and metrics. Then they wait for you to look at them. You don't. Models drift, costs spike, quality degrades, and nobody notices until a customer complains.
Traditional Eval Platforms
- Manual eval configuration
- Check dashboards when you remember
- Interpret results yourself
- Decide what action to take
- $500-5,000+/mo usage-based pricing
- Forget about it for three weeks
Benchwright
- Auto-configures evals from your API
- Runs benchmarks on its own schedule
- Analyzes results and spots anomalies
- Recommends specific actions to take
- $29-99/mo flat rate. No surprises.
- Never forgets. Never sleeps.
Every competitor is a dashboard. Benchwright is an agent.
We analyzed the top 5 AI evaluation platforms. None of them do what Benchwright does: autonomous daily evaluation that detects regressions before your dashboards alert.
| Platform | Approach | Autonomous | Setup Time | Pricing | Best For |
|---|---|---|---|---|---|
| Benchwright | Agent-first: auto-discovers, evaluates, recommends | Yes | 2 minutes | $29-99/mo flat | Mid-market AI teams |
| Maxim AI | Full-stack eval + observability + gateway | No | 2-4 weeks | $50K-250K+/yr | Enterprise teams |
| Arize AI | ML observability extended to LLMs | No | 1-2 weeks | $500-5K+/mo | Data science teams |
| LangSmith | LangChain-native tracing + evals | No | 1-3 days | $39/user/mo+ | LangChain devs |
| Langfuse | Open-source observability (self-hosted) | No | 3-5 days | Free-$500/mo | Cost-conscious devs |
Evaluation that thinks for itself.
Continuous Benchmarking
Runs your models against real-world task sets on a schedule. Catches performance regressions before they hit production users.
Drift Detection
Monitors output quality over time. When a model update quietly breaks your pipeline, Benchwright knows within hours, not weeks.
Competitive Analysis
Benchmarks your current models against alternatives. Shows you exactly when switching providers would save money or improve quality.
Actionable Reports
No dashboards to check. Plain-language reports with specific recommendations: what to change, why, and the expected impact.
Flat rate. No per-user. No per-trace. No surprises.
While competitors charge per trace, per seat, or per thousand events, Benchwright charges one flat monthly fee. Know your bill before you sign up.
- 1 application
- Daily autonomous evals
- 3 model providers
- Email reports
- 7-day history
- 5 applications
- Continuous autonomous evals
- All model providers
- Slack + email alerts
- 90-day history
- Cost optimization
- Unlimited applications
- Custom eval schedules
- All model providers
- API access
- 1-year history
- Priority support
What competitors charge for the same thing
Try it right now.
Paste your API key, pick a model, and run a real evaluation in under 60 seconds. No signup required.
Automate this. Run it every day.
Schedule daily evals, get regression alerts, and never wonder if your model is drifting.
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