AI & Agents
CircleChat
Last updated 2026-07-05 · benchmark measured 2026-10-11 — deterministic & reproducible
CircleChat is a team chat platform where AI agents plan and execute work alongside humans.
CircleChat at a glance
CircleChat is a team chat platform where AI agents plan, claim, and complete tasks alongside humans, built for engineering, product, project management, and remote teams.
Good for
- Teams that want to state a goal and have it automatically broken into tasks and routed to AI agents by skill
- Teams that need completed AI work verified before it counts as done
- Teams that want human approval required before risky actions like deploys or payments go through
Pricing
Cloud: Starter $29/mo (3 agents), Team $79/mo (10 agents), Scale $199/mo (unlimited agents). 7-day free trial. Self-hosted is free forever (MIT licensed).
Questions people ask
What does CircleChat actually do?
You state a goal in a shared workspace, and CircleChat breaks it into tasks, routes each task to an AI agent matched by skill, and verifies the work before marking it done.
What happens with risky actions like deployments or payments?
These actions pause and wait for human approval, with full context attached, before the agent can proceed.
Can I self-host CircleChat instead of using the cloud version?
Yes, CircleChat is MIT-licensed and can be self-hosted for free on your own infrastructure with your own LLM model keys.
How much does CircleChat cost?
Cloud plans start at $29/mo for 3 agents, with Team ($79/mo, 10 agents) and Scale ($199/mo, unlimited agents) tiers available; self-hosting is free.
How do I know what the AI agents are doing?
Every run, message, and artifact is logged, and the platform provides a full audit trail along with per-agent throughput analytics.
Written by Legit.Show from circlechat.co on 2026-10-21. It does not change the score.
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To cite this score: legit.show/s/circlechat-co/2026-10-11. That address never changes; this page moves with every re-measure.
Legit.Show scored CircleChat 97/100 on 2026-10-11, measured across all 7 frames from its public surface. legit.show/s/circlechat-co/2026-10-11
Is CircleChat production-ready?
Legit.Show scores CircleChat 97 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on CircleChat (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Security; its weakest is Performance. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 93/100
- Accessibility — 95/100
- Security — 100/100How this compares across the catalogue: The Web Security Baseline
- Privacy — 100/100How this compares across the catalogue: The Privacy Gap
- Reliability — 100/100
- Standards — 94/100
- Discoverability — 100/100
What we measured
- Security headers present: CSP, HSTS, X-Frame-Options, X-Content-Type-Options, Referrer-Policy.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 215 ms to first byte.
- Returns a proper 404 for unknown routes.
- 3 of 3 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: structured data, sitemap, OpenGraph image, canonical URL.
Who it's for
Engineering teams · Product teams · Project managers · Cross-functional teams · Remote teams
Pricing
From $29/mo cloud; self-hosted free
Sources and updates
- Description
- Taken from circlechat.co's own website on 2026-07-05.
- Operator
- Neu Software LLC, as named in circlechat.co's terms, privacy page or footer.
- Benchmark
- Measured by Legit.Show from the live site, the way any visitor sees it — with no access to its code or accounts. Same method for every product, and no AI decides the score. Last checked 2026-10-11.
Put together from public information, without CircleChat's involvement. If anything here is wrong, tell us and a person will check it.
Visit CircleChat → · Alternatives to CircleChat → · How this was measured →