Uncoil vs Interlok

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Uncoil compared with Interlok
Detail	Uncoil	Interlok
What it does	AI agent observability, tracing and evaluation platform	Lockout/tagout for AI agents: risky actions stop, a person decides, and a signed record proves it
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Freemium	Freemium
Pricing	Not given	Free: risk scan, 100 approvals per month, offline verification. Approvals: $99/month, unlimited approvals. Gate: $799/month (includes Approvals). Evidence: from $18K/year. Regulated: from $40K/year.
Key features	Trace viewer showing model calls, tool calls, and retrievals Cost tracking per step with latency and token counts Root cause detection for failures Live streaming and replay of agent runs Automatic secret redaction before data transmission Semantic search across runs and steps Support for multiple frameworks and languages Evaluations and datasets for quality assessment Slack alerts and release gates Collaboration and code review tools	Risk scan of agent reach, capabilities and consequences Policy-as-code for gating rules Shadow mode to preview holds before enforcement Human-in-the-loop approvals via console Cryptographically signed audit ledger Compliance framework packs Inference receipts for model calls GitHub merge check for agent-written PRs Directory sync with Okta or Microsoft Entra
What makes it different	One-line setup with automatic detection of model and tool calls Identifies first failure point instead of surface errors Per-step cost visibility with no monthly surprises Automatic secret stripping keeps sensitive data local No agent code rewriting required	Gates actions, not agents—routine calls pass through untouched Low published latency overhead: p50 8ms, p95 25ms for allowed verdicts
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	22	0
Referring domains (Majestic)	1	0

4 details filled in for both companies.

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