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Vectorize vs LaCrew

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 LaCrew
DetailVectorize logo VectorizeLaCrew logo LaCrew
What it doesAgent memory that learns from experience Spend controls, budgets and approvals for AI agents
StageStartup MVP
Founded2024 Not given
Based inUS Not given
Pricing modelFreemium Freemium
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 plan: $0 during early access with 2 seats and 3 agents. Planned paid plans: Builder at $49/month with 5 seats and 25 agents; Scale at $199/month with 25 seats and 250 agents. Self-hosting is free.
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
  • Onchain allowances and epoch budgets
  • Escalation through reporting tree
  • Session keys with automatic expiration
  • Constitutional governance with veto windows
  • Declared flows and human gates
  • Slack and Telegram supervision
  • Visual org builder and workspace
  • Apache-2.0 open source contracts and SDK
  • Inference budgets for model and API calls
  • Integration with Coinbase AgentKit and Safe
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
  • Bounded blast radius: compromised agents can only spend remaining epoch allowance on whitelisted targets
  • Passkey root stays on user's device; cloud holds only scoped, expiring session keys
  • Fully self-hostable open protocol with Apache-2.0 licensing
  • Approval workflows follow real organizational structure, not smart contract code
  • No token or cryptocurrency knowledge required to use the cloud platform
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 checkNot checked yet no change since last check
Trust Flow (Majestic)180
Citation Flow (Majestic)470
Referring domains (Majestic)13780

6 details filled in for both companies.

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