unify vs Odile Labs

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

unify compared with Odile Labs
Detail	unify	Odile Labs
What it does	Models that keep learning	Developer tools for AI agents: Direct, Gate and phone lines
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	US
Pricing model	Not given	Not given
Pricing	Not given	Odile Direct: 50 free tasks per month per agent identity; then $0.10 per delivered message or $0.50 per confirmed booking. Packs: $10 for 100 credits, $90 for 1,000 credits, $800 for 10,000 credits. Voice pilot: 2.5 credits per answered minute. Odile Gate: Free for 3 apps and 10,000 calls per month;
Key features	Continuous model training from user interactions Automatic quality improvement Reduced latency and cost over time User-owned learning flywheel	Business lookup by phone number and message sending Free business booking and cancellation API call enforcement and audit logging Rate limiting and risky write approval holds Real phone line with caller intake MCP server integration REST API and SDK support Claude and ChatGPT directory connector Business call transcripts and recordings Agent identity and referral tracking
What makes it different	Models learn inside the harness rather than remaining frozen Eliminates the limitation of frozen models with notepads	Prevents agents from abusing API keys through an allow-list and approval holds Provides free business lookup, booking and cancellation Pay-as-you-go credits without monthly fees or contract
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	56 no change since last check	28 no change since last check
Trust Flow (Majestic)	26	3
Citation Flow (Majestic)	37	36
Referring domains (Majestic)	610	48

4 details filled in for both companies.

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