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Ora vs Toxic

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 Toxic
DetailOra logo OraToxic logo Toxic
What it doesMake your site work for agents On-device moderation that flags hateful, abusive and threatening text in 23 European languages, before the message is sent.
StageNot given MVP
FoundedNot given Not given
Based inUS NL
Pricing modelFree Freemium
PricingNot given Free up to 100k monthly active devices with unlimited inference. Custom licenses available.
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
  • 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
  • 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
  • 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 votes20
DR (Domain Rating by Ahrefs)64 +1 (up) since last check37 no change since last check
Trust Flow (Majestic)2220
Citation Flow (Majestic)4639
Referring domains (Majestic)811616

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