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Toxic vs Obsilient

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

Toxic compared with Obsilient
DetailToxic logo ToxicObsilient logo Obsilient
What it doesOn-device moderation that flags hateful, abusive and threatening text in 23 European languages, before the message is sent. Reliability monitoring for autonomous agent systems
StageMVP Not given
FoundedNot given Not given
Based inNL Not given
Pricing modelFreemium Paid
PricingFree up to 100k monthly active devices with unlimited inference. Custom licenses available. Fixed-fee pilot of about a month credited against the first year if continuing. Annual subscription after pilot in three tiers: Map, Gate, or Continuous.
Key features
  • 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
  • Detects agents built but never connected
  • Identifies work that silently stops between agents
  • Catches judges that grade incorrectly
  • Prevents changes shipping past broken tests
  • Detects identity and data drift
  • Measures self-repair behavior
  • Works with any model and framework
  • Read-only connector with no system changes
  • Deployment pipeline gate with pass/fail status
  • Encrypted data transmission and on-premises options
What makes it different
  • 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
  • Finds failures that never raise an alarm
  • Built and proven on real production systems, not theory
  • Read-only connector never changes your system
  • Works with any model without depending on model vendor
  • First findings within a week of pilot start
Community votes00
DR (Domain Rating by Ahrefs)37 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)200
Citation Flow (Majestic)390
Referring domains (Majestic)6160

5 details filled in for both companies.

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