Search2o vs Leash

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

Search2o compared with Leash
Detail	Search2o	Leash
What it does	A platform to build, run, and use AI microagents through search	Spend control for AI agents
Stage	MVP	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Free trial	Paid
Pricing	The agent server is free and source available with no license fee. Search2o Cloud is free during the beta period. Production pricing will include a platform fee, developer fee, storage fee, and usage fee with no per-user charges. Paid service planned for January 2027.	Starter $11/month for 1 user and up to 3 devices with spend caps, kill switch, loop detection, 30 days of history and email alerts. Pro $22/month for up to 5 members and 10 devices with everything in Starter plus Slack and Discord alerts, shared team budgets, 1 year of history and invoice reconcilia
Key features	Built-in agent discovery and multi-agent conversations Agent framework to define and publish agents Encrypted conversations and memories by default Multi-user access with four roles plus service accounts Human-in-the-loop controls for critical actions Stateless horizontally scalable architecture Environment profiles for dev and prod Source available server and UI	Loop detection to catch runaway agents
What makes it different	Search that retrieves and runs AI workflows instead of matching documents Agents that combine deterministic workflows with LLM-driven reasoning Hybrid cloud architecture requiring only stateless servers in your environment No per-user licensing, pay only for developers, storage and usage Enterprise-grade reliability and security standards	Local by default with provider keys staying on your machine Cost reserved before requests reach the provider to prevent overages Works offline with local caps and kill switch continuing to function Supports multiple models and providers including Claude, OpenAI and Anthropic Team controls with scoped device access and shared budgets
Community votes	0	0
DR (Domain Rating by Ahrefs)	2 −1 (down) since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	24	0
Referring domains (Majestic)	12	0

5 details filled in for both companies.

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