Evaluate and Benchmark Agent AI Performance
Measure quality, safety, latency, and cost before release and continuously in production. Turn agent tuning from guesswork into a repeatable discipline.
Trust Through Measurement
Benchmark models, prompts, tools, and orchestration versions with release gates.
Build scenario suites that represent real production complexity. Score each release on outcome quality, policy compliance, response latency, and cost footprint.
+3.1x
Regression detection lead time
-41%
Production incident rate
-29%
Token waste
What Makes It Different
Purpose-built strengths for high-stakes operations
Only Bitstric Can Do
Scenario-grounded eval packs
Construct reusable benchmark packs from real operational scenarios instead of synthetic prompt-only checks.
- Business-domain scenario templates
- Ground truth + rubric versioning
- Repeatable cross-release scorecards
Only Bitstric Can Do
Unified quality-safety-cost scoring
Score each run with a weighted objective function so teams can optimize for the right tradeoff profile.
- Custom weighted scoring formulas
- Safety and policy failure penalties
- Budget-aware optimization thresholds
Only Bitstric Can Do
Release gates with auto rollback triggers
Promote only builds that pass target thresholds and automatically block or roll back underperforming releases.
- Pre-deploy and post-deploy gate policies
- Drift alerts with severity routing
- Automated rollback playbooks
Everything You Need
Unified capabilities in one pipeline layer
Offline benchmark suites
Run repeatable quality and safety tests before any production deployment.
Live shadow evaluations
Evaluate production traffic in shadow mode without impacting end users.
Regression diff analysis
Compare candidate release behavior against current baseline across key metrics.
Risk-aware score thresholds
Set different pass gates by workflow criticality and compliance class.
Experiment tracking
Track prompt, model, and orchestration variants with lineage and outcome history.
Executive and operator dashboards
Expose release readiness at strategic and operational levels.
Connectors
Integrate with your existing operational stack
Swipe horizontally to browse supported company integrations.
FAQ
Common implementation questions
Make every release provably better than the last.
Stand up a practical benchmark program that links quality, safety, latency, and cost to deployment decisions.