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Vectorize vs Mirio

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

Vectorize compared with Mirio
DetailVectorize logo VectorizeMirio logo Mirio
What it doesAgent memory that learns from experience Inbound forms for coding agents
StageStartup MVP
Founded2024 Not given
Based inUS US
Pricing modelFreemium Free
PricingSelf-hosted: Free, MIT licensed. Hindsight Cloud: Pay-as-you-go with free credits to start. Retain (store memories) $10.00 per million tokens, Recall (retrieve memories) $0.75 per million tokens, Reflect (synthesize patterns) $0.05 per call, Iris Extract (structured extraction) $7.50 per million tok Free during beta: up to 1,000 responses per month
Key features
  • Per-user persistent memory with preferences, history and decisions kept separate
  • Cross-session persistence allows context to survive weeks between interactions
  • Fast parallel retrieval in under 100ms through four strategies running simultaneously
  • Works with any LLM without losing learned context when swapping models
  • Learns from mistakes and corrects behavior on repeated problems
  • Automatic pattern detection synthesizes individual facts into consolidated knowledge
  • Conflict detection preserves both old and new states with timestamps when facts change
  • Integrates with 20+ coding agents including Claude Code, Cursor, and Copilot
  • Customizable React form components
  • Spam filtering and response screening
  • Company enrichment for each response
  • Multi-step forms that save progress
  • Send to Slack, email, webhooks or Postgres
  • Response versioning
  • Read responses from terminal
  • Fit scoring for leads
What makes it different
  • 94.6% retrieval accuracy on LongMemEval-S, beating next-best system at 74.0%
  • MIT licensed open source with no usage limits, telemetry or restrictions
  • Reflection layer automatically builds judgment and mental models over time without manual tagging
  • Entity resolution handles hundreds of entities with 99.5% query reduction
  • Built for coding agents to set up and modify like code files
  • Open source npm package under MIT license
  • Forms live in your site's code, not separate tools
  • Automatic company enrichment on every response
  • No workflow switching needed
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)68 +1 (up) since last check1 no change since last check
Trust Flow (Majestic)184
Citation Flow (Majestic)474
Referring domains (Majestic)13781

7 details filled in for both companies.

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