TestAngle vs TokenPath

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

TestAngle compared with TokenPath
Detail	TestAngle	TokenPath
What it does	Automated browser testing platform with visual test building, AI self-healing, and zero vendor lock-in	Citations, built for AI agents
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	Not given
Pricing model	Freemium	Freemium
Pricing	Free: $0/month with 1 concurrent runner, Chrome only, 5 AI Explorer runs/month. Starter: $31/month (billed annually at $372/year) with 3 parallel runners, 1,000 mins/month, all browsers, 35 AI runs/month. Pro: $63/month (billed annually at $756/year) with 10 parallel runners, 5,000 mins/month, 200 A	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	Visual Pipeline Studio for organizing multi-step test flows Autonomous In-Flight Self-Healing that auto-repairs selectors on UI changes Multi-browser execution across Chrome, Firefox, and Safari Visual Regression with pixel-perfect diffing against golden baselines Automated WCAG 2.2 accessibility auditing with suggested fixes Autonomous AI Explorer for discovering edge cases automatically	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	Visual-first test building with no code or complex setups required Autonomous self-healing selectors that adapt automatically to UI changes Complete zero vendor lock-in with standard TypeScript export	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 votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	2 no change since last check
Trust Flow (Majestic)	1	3
Citation Flow (Majestic)	19	16
Referring domains (Majestic)	6	36

5 details filled in for both companies.

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