TestOptim AI vs Toxic

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

TestOptim AI compared with Toxic
Detail	TestOptim AI	Toxic
What it does	No-code AI QA testing for web apps that explores your app, writes end-to-end tests, and reports bugs with screenshots.	On-device moderation that flags hateful, abusive and threatening text in 23 European languages, before the message is sent.
Stage	Not given	MVP
Founded	Not given	Not given
Based in	Not given	NL
Pricing model	Free trial	Freemium
Pricing	Solo: $19/month (100 test executions/month, 2 projects, 30 pages explored/month), Startup: $49/month (260 test executions/month, 5 projects, 80 pages explored/month), Growth: $149/month (800 test executions/month, 15 projects, 250 pages explored/month). Enterprise: Custom pricing. 7-day free trial o	Free up to 100k monthly active devices with unlimited inference. Custom licenses available.
Key features	No SDK to install or code changes required Autonomous test generation covering happy paths and edge cases Plain-English tests with self-healing selectors Scheduled, CI and GitHub webhook triggered runs Works behind login with support for one-time codes Supports any web framework via URL 99.8% accurate self-healing selectors	Three separate scores: hateful, abusive, threat Ten target signals under the hate score: race, color, religion, descent, national or ethnic origin, sexual orientation, gender, disability, age, other Runs fully on device with no server calls Supports 23 European languages from one model file 80MB model size optimized for iOS, Android, and browser 0.847 macro F1 accuracy on Multilingual HateCheck Warn before message is sent Comment triage without infrastructure
What makes it different	No tests to write or code to maintain versus managed services and frameworks like Cypress that require manual test authoring Self-healing selectors that target elements by context instead of CSS classes that break on markup changes Coverage grows continuously from scheduled and CI runs instead of only at release time Comprehensive AI exploration discovers edge cases and negative flows that manual QA misses Self-serve autonomous testing with transparent pricing versus managed QA contracts	Multilingual support across 23 European languages in a single 80MB model Complete privacy with no data leaving the device Free access up to 100k monthly active devices with unlimited inference
Community votes	0	0
DR (Domain Rating by Ahrefs)	5 no change since last check	37 no change since last check
Trust Flow (Majestic)	5	20
Citation Flow (Majestic)	19	39
Referring domains (Majestic)	30	616

5 details filled in for both companies.

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