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
- Freemium hosted plan
- 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, and paid rollout help.
- 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
Run 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.
Rollout offer
Start free, then roll into Team when the benchmark matters
Run the first evals on Free. When you need more run volume, replay retention, CI integration, and workspace audit logs, upgrade the same workspace to Team.
- Dedicated workspace on the Team tier
- Challenge packs and replay retention
- CI integration and audit logs
- Architecture review with our team
Team is self-serve product access for active evaluation programs. 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-task evals, 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 product?
- Yes. AgentClash is MIT-licensed and open source. Many enterprises start hosted on Free or Team, 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 plans 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 Team plan different from a services engagement?
- Team is product access: your workspace, challenge packs, and gates. Optional hands-on eval sprints (pack build, benchmark setup) are fixed-scope paid 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 rollout on your workloads.