Enterprise evaluation
Ship agents with evidence your team can defend
AgentClash turns agent behavior into a release decision: frozen benchmarks, replay, scorecards, and CI gates. Built for platform, security, and vendor review committees, not another trace dashboard.
- MIT open source
- Bring your own keys
- 45-day Team pilot
- No token markup
Release committee
Five questions every agent release needs answered
Platform leads do not need another leaderboard. They need governed evidence that connects benchmark, replay, gate, and the decision to ship or block.
- 01
Which agent should we trust?
Compare baseline, candidate, and vendor agents inside one frozen challenge pack, not disconnected eval jobs.
- 02
Under which constraints?
Attach latency, cost, and policy ceilings to the benchmark. The run fails when a candidate breaks your release rules.
- 03
At what cost?
See cost per successful task next to correctness and reliability, not token spend in isolation.
- 04
Why did it fail?
Replay shows routing, tool paths, artifacts, and scorecard axes. Not another log dump.
- 05
Can we defend the decision?
Export pass and fail recommendations, scorecards, and redacted evidence for security, finance, and engineering leadership.
How it works
From live run to release gate in one system
No stitching together traces, eval spreadsheets, and policy docs in separate tools. AgentClash produces one decision artifact your team can gate on.
Enterprise tier
Compliance, SSO, dedicated support. 45-day pilot available — no card needed.
- Everything in Team, plus:
- SSO / SAML
- Org-wide audit logs
- Unlimited replay retention
- 99.9% uptime SLA
- Dedicated support channel
- Custom MSA / billing terms
- 01
Freeze the benchmark
Version challenge packs and inputs so every run compares against the same approved workload.
- 02
Race candidates
Run agents in a sandbox with the same tools, time budget, and scoring rules.
- 03
Review replay evidence
Inspect trajectories, artifacts, cost, and scorecards before anyone argues from anecdotes.
- 04
Gate the release
Fail CI when a candidate regresses against baseline on the scorecard your team already trusts.
Pilot offer
Start with a 45-day Team pilot
Run governed benchmarks on your workloads in a dedicated workspace: challenge packs, replay retention, CI integration, and workspace audit logs. No credit card required.
- Dedicated workspace on the Team tier
- Challenge packs and replay retention
- CI integration and audit logs
- Architecture review with our team
The Team pilot is self-serve product access. Fixed-scope eval sprints are optional services packages we scope on the architecture review.
Explore
Related resources
- Enterprise eval checklistDownload the checklist, scorecard, gate worksheet, and rollout PDFs.
- Agent evaluation platformSame-tools races, sandbox execution, and replay on real tasks.
- Agent regression testingTurn failed runs into permanent gates in CI.
- Compare eval toolsHow AgentClash differs from prompt-eval and observability stacks.
- PricingFree, Pro, Team, and custom Enterprise tiers.
- Eval servicesFixed-scope pack build, benchmark setup, and managed eval retainers.
- Industry playbooksBanking, insurance, and government evaluation starting points.
- GlossaryAgent evaluation, challenge packs, and release gate definitions.
FAQ
Enterprise evaluation questions
- Can we self-host instead of using the hosted pilot?
- Yes. AgentClash is MIT-licensed and open source. Many enterprises start hosted for the 45-day Team pilot, then move to self-host or a hybrid model. See the self-host guide in docs for the full stack.
- Do you mark up LLM tokens?
- No. AgentClash is bring-your-own-key (BYOK) on every tier. You connect provider keys and pay vendors directly; we never mark up tokens.
- What about data residency for UAE and other regions?
- Hosted pilots run on our standard cloud regions today. Enterprise contracts can discuss dedicated deployment, private networking, and residency requirements during the architecture review. Contact hello@agentclash.dev.
- How is the 45-day Team pilot different from a services engagement?
- The pilot is product access on the Team tier: your workspace, challenge packs, and gates, with no credit card required. Optional hands-on eval sprints (pack build, benchmark setup) are fixed-scope services. Ask us about a 2-week eval sprint intro.
Ready to gate your next agent release?
Book a 30-minute eval architecture review, or email us to scope a Team pilot on your workloads.