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Vectorize vs Distyl

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 Distyl
DetailVectorize logo VectorizeDistyl logo Distyl
What it doesAgent memory that learns from experience Architecting the AI-Native Enterprise
StageStartup Not given
Founded2024 Not given
Based inUS US
Pricing modelFreemium Contact for pricing
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 Not given
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
  • Distillery: Operating system for enterprise AI
  • Weave: Autonomous AI system construction
  • Context Mesh: Enterprise knowledge structured for AI
  • Context Views: Enterprise semantic layer for agents
  • Journey: AI voice layer for digital experiences
  • Personalization: 1:1 customer engagement at enterprise scale
  • Capture: Tacit knowledge capture at scale
  • Canary: Self-improvement for AI systems
  • Forward-deployed engineers and researchers
  • EBITDA impact in 6 months
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
  • Delivers production AI systems in weeks or months
  • 150M+ end users reached by AI systems
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 check57 no change since last check
Trust Flow (Majestic)1816
Citation Flow (Majestic)4736
Referring domains (Majestic)1378371

5 details filled in for both companies.

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