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Vectorize vs TIFIN

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 TIFIN
DetailVectorize logo VectorizeTIFIN logo TIFIN
What it doesAgent memory that learns from experience AI for Financial Prosperity
StageStartup Established
Founded2024 2018
Based inUS US
Pricing modelFreemium Not given
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
  • Agentic Workforce Platforms for wealth, asset management, and insurance
  • Tax Intelligence and optimization platforms
  • Workplace to Wealth infrastructure connecting benefits and personal wealth
  • Distribution Science AI for advisor and investor reach
  • Magnifi AI search engine for investment discovery
  • AMP platform for wealth and distribution growth
  • Coordinated agents with shared context and enforced rules
  • AI enhances front, middle, and back office operations
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
  • Industry-first agentic operating system for wealth
  • Unified platform replacing isolated tools across workflows
  • Mission-driven focus on better wealth outcomes for more people
  • Trusted partnerships with JP Morgan, Morningstar, Franklin Templeton
  • Comprehensive coverage of wealth, asset management, and insurance sectors
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)1831
Citation Flow (Majestic)4736
Referring domains (Majestic)1378390

6 details filled in for both companies.

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