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TokenPath vs Narqo

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 Narqo
DetailTokenPath logo TokenPathNarqo logo Narqo
What it doesCitations, built for AI agents Free AI image checker that reads proof in files instead of guessing
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
  • Reads signed Content Credentials from ChatGPT, Gemini and Firefly
  • Detects IPTC "made by AI" labels from Midjourney and other tools
  • Reads generation settings from Stable Diffusion and ComfyUI
  • Processes files in browser without uploading
  • Works on photos, art, illustrations, anime and logos
  • Verifies C2PA signatures against official trust list
  • Shows when signals are removed by social media platforms
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
  • Evidence-based detection instead of unreliable pixel analysis
  • Reads file metadata rather than guessing from image appearance
  • Never wrongly accuses real photos of being AI-generated
  • Free with no file upload required
Community votes00
DR (Domain Rating by Ahrefs)2 no change since last check4 no change since last check
Trust Flow (Majestic)35
Citation Flow (Majestic)1618
Referring domains (Majestic)368

4 details filled in for both companies.

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