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Vectorize vs Sunrise AI

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 Sunrise AI
DetailVectorize logo VectorizeSunrise AI logo Sunrise AI
What it doesAgent memory that learns from experience Forward-deployed AI systems, built and run for you
StageStartup Not given
Founded2024 2023
Based inUS Not given
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
  • Integration with existing enterprise systems
  • AI-driven insight generation
  • Automated workflow execution
  • Policy enforcement and governance
  • Continuous learning from operational data
  • Secure deployment within customer environments
  • Single-tenant deployments on-prem or VPC
  • Explainable and auditable outputs
  • SOC 2 Type II and ISO 27001 certified
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
  • Custom AI systems built for your specific business logic and data, not off-the-shelf software
  • Creates proprietary competitive advantage your competitors cannot replicate
  • Enterprise-grade security and governance from day one
  • Continuous operating accountability after deployment
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 check15 no change since last check
Trust Flow (Majestic)185
Citation Flow (Majestic)4728
Referring domains (Majestic)137856

5 details filled in for both companies.

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