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Matill vs Search2o

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

Matill compared with Search2o
DetailMatill logo MatillSearch2o logo Search2o
What it doesAutonomous AI teammates for software teams A platform to build, run, and use AI microagents through search
StageNot given MVP
FoundedNot given Not given
Based inBR US
Pricing modelFree trial Free trial
PricingUS$120 per agent per month, with a 30-day free trial (card required, nothing charged until it ends). Larger teams pay less: the rate drops by $1 for each agent added through the ninth, settling at US$110 per agent from 10 onwards. You bring your own model key and pay the provider directly for tokens 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.
Key features
  • AI software engineer agent
  • AI product manager agent
  • AI QA engineer agent
  • AI systems architect agent
  • AI SRE (Nadia Serrano)
  • GitHub, Linear, Slack and Microsoft Teams integration
  • Incident investigation workflow
  • Release verification
  • Granular permissions per agent
  • 30-day free trial with no credit card charge
  • 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
What makes it different
  • No separate token metering—you bring your own model key and pay the provider directly
  • Agents operate only with permissions you explicitly grant and can revoke
  • All changes require human approval before reaching production
  • One price per agent regardless of specialization
  • Integrates with tools your team already uses
  • 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
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check2 −1 (down) since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)2524
Referring domains (Majestic)812

6 details filled in for both companies.

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