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Inference Cooperative vs Vectorize

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

Inference Cooperative compared with Vectorize
DetailInference Cooperative logo Inference CooperativeVectorize logo Vectorize
What it doesMember-governed cooperative for AI inference Agent memory that learns from experience
StageNot given Startup
FoundedNot given 2024
Based inNot given US
Pricing modelFreemium Freemium
PricingDues: sliding scale starting at $5/month. All members receive $15/month credit for chat and API. Additional credits available for purchase; credits never expire and carry over month to month. Self-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
Key features
  • Web search built into chat
  • File uploads and document support
  • OpenAI-compatible developer API
  • Personal API keys
  • Encrypted enclave privacy option
  • 100% renewable energy option
  • Member governance participation
  • Shared monthly credit allowance
  • Publicly developed models
  • 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
What makes it different
  • Member-governed cooperative structure where users help decide the direction and choices
  • Equal membership with sliding-scale pricing based on ability to pay
  • Choice of AI models by values including privacy and renewable energy
  • No data lock-in; members own their data and can cancel anytime
  • Credits never expire and carry over month to month
  • 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
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)12 −2 (down) since last check68 +1 (up) since last check
Trust Flow (Majestic)618
Citation Flow (Majestic)1547
Referring domains (Majestic)221378

5 details filled in for both companies.

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