Uncoil vs SpendByTeam

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 SpendByTeam
Detail	Uncoil	SpendByTeam
What it does	AI agent observability, tracing and evaluation platform	Track AI coding spend by team, project and client without proxying code or prompts
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
Pricing	Not given	Free: up to 3 developers, $0 forever. Team: $7 per active developer/month (billed monthly) or $5.60/month (billed yearly). Agency: $10 per active developer/month (billed monthly) or $8/month (billed yearly). Business: Custom annual contract. All paid plans include 14-day free trial, no card required
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	Per-developer, per-project and per-team spend visibility Team and project budgets with alerts Client grouping and monthly PDF reports for agencies Cost per PR and per ticket attribution Multi-month spend history Anonymous mode for developer names CSV export No code or prompt interception Organization-wide rollout with managed settings Two-minute install via single npx command
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	Charges per developer only, never a percentage of AI spending Tracks costs without proxying code or prompts Supports client billing and invoicing for agencies Active developer count settled monthly with no surprise prorations Data continues ingesting through trial and after plan selection
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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