Skip to main content

Built by makers, shipped in public

Sign in

Oqoqo vs TokenPath

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

Oqoqo compared with TokenPath
DetailOqoqo logo OqoqoTokenPath logo TokenPath
What it doesThe easiest way to build evals and custom benchmarks for real-world agentic tasks Citations, built for AI agents
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree: 100 plan runs per month, $0/month. Pro: 300 plan runs per month, $20/month ($0.067 per run). Ultra: 1,000 plan runs per month, $60/month ($0.06 per run). Top-ups available: 25 runs for $5, 100 runs for $15, 300 runs for $40, 1,000 runs for $120. 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
  • Compare treatments (toolsets including skills, MCP servers, CLIs, SDKs)
  • Build and version private benchmarks in plain language
  • 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
  • Full trajectory visibility showing every step agents took, where they got stuck, and detailed friction analysis
  • Compare multiple agents, models, and toolsets simultaneously on identical tasks with one experiment grid
  • Managed cloud infrastructure handling durable workflows while you control your own model costs
  • 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 votes00
DR (Domain Rating by Ahrefs)13 no change since last check2 no change since last check
Trust Flow (Majestic)73
Citation Flow (Majestic)2816
Referring domains (Majestic)13036

5 details filled in for both companies.

More alternatives to Oqoqo More alternatives to TokenPath

Ask us