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Oqoqo vs Toxic

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 Toxic
DetailOqoqo logo OqoqoToxic logo Toxic
What it doesThe easiest way to build evals and custom benchmarks for real-world agentic tasks 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 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 up to 100k monthly active devices with unlimited inference. Custom licenses available.
Key features
  • Compare treatments (toolsets including skills, MCP servers, CLIs, SDKs)
  • Build and version private benchmarks in plain language
  • 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
  • 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
  • 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 votes00
DR (Domain Rating by Ahrefs)13 no change since last check37 no change since last check
Trust Flow (Majestic)720
Citation Flow (Majestic)2839
Referring domains (Majestic)130616

6 details filled in for both companies.

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