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TokenPath vs ChatZero

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

TokenPath compared with ChatZero
DetailTokenPath logo TokenPathChatZero logo ChatZero
What it doesCitations, built for AI agents Free AI detector for ChatGPT, GPT-6, Claude and Gemini that scores text and highlights likely AI-generated sentences
StageNot given Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Free
PricingFree tier for small requests with no API key required; 10 million free tokens to start; $1 per million tokens for pay-as-you-go, with discounts available at volume or with annual commitments; failed requests are never charged. Not given
Key features
  • Token-level attribution with confidence scores
  • Works with any AI model without access to weights or internals
  • Processes documents up to 1 million tokens
  • Returns results in under 2 seconds for 20,000-token documents
  • On-premise and air-gapped deployment options
  • PDF support with character-level mapping
  • Supports 23+ languages including Indian languages
  • Chrome browser extension for page and PDF tracing
  • Raw token-by-token heatmaps available via API
  • No data logging or training on request content
  • Sentence-level highlighting of AI-like text
  • Paste text or upload files (.txt, .docx, .pdf)
  • Detects patterns from ChatGPT, GPT-6, Claude, and Gemini
  • No sign-up or account required
  • Private text processing
  • Minimum 50 words required for checking
  • Identifies repetitive vocabulary and generic wording patterns
  • Works in browser without installation
What makes it different
  • Measures attention directly from the model's computation rather than asking the model to cite itself, providing verifiable attribution
  • Achieves frontier-grade citation quality at 7x lower cost and 5-6x faster than alternatives
  • Never confused by duplicate facts—identifies the exact occurrence the answer used even when values appear multiple times
  • Lands on exact tokens down to character level, not just document chunks
  • Works on any model's output post-generation without modifying inference pipeline
  • Sentence-level highlighting shows exactly which parts appear AI-generated, not just a percentage
  • Detects multiple AI models including ChatGPT, Claude, and Gemini
  • Optimized for ChatGPT and newer GPT-6 style text
Community votes00
DR (Domain Rating by Ahrefs)2 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)30
Citation Flow (Majestic)160
Referring domains (Majestic)360

4 details filled in for both companies.

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