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Ora vs TokenPath

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

Ora compared with TokenPath
DetailOra logo OraTokenPath logo TokenPath
What it doesMake your site work for agents Citations, built for AI agents
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFree Freemium
PricingNot given Free 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.
Key features
  • Automated and live agent simulations
  • Journey - agent task recording
  • Terminal-based audit tool
  • Four-layer scoring system
  • Real agent simulations from multiple platforms
  • MCP server scoring
  • Web research and registry checks
  • Agent readiness research and monitoring
  • API access with no authentication required
  • 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
What makes it different
  • First standard measuring how well agents can use websites
  • Tests with real agents from ChatGPT, Claude, and other platforms
  • Founded by creators of agent standards at Anthropic and OpenAI
  • Open standard with industry partnerships
  • Public research on web agent readiness
  • 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
Community votes20
DR (Domain Rating by Ahrefs)60 +1 (up) since last check2 no change since last check
Trust Flow (Majestic)223
Citation Flow (Majestic)4616
Referring domains (Majestic)81136

4 details filled in for both companies.

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