Guardrails 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.

Guardrails AI compared with Toxic
Detail	Guardrails AI	Toxic
What it does	The AI Reliability Platform	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	US	NL
Pricing model	Not given	Freemium
Pricing	Not given	Free up to 100k monthly active devices with unlimited inference. Custom licenses available.
Key features	Synthetic data generation for fine-tuning and distillation Dynamic evaluation datasets for edge cases Runtime guardrails for policy enforcement Hallucination detection Data leakage prevention	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	Realistic synthetic personas and datasets for evaluation Covers entire AI lifecycle from training to production Works across any LLM and deployment environment Blocks bad outputs before users encounter them	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)	64 −1 (down) since last check	37 no change since last check
Trust Flow (Majestic)	17	20
Citation Flow (Majestic)	41	39
Referring domains (Majestic)	1251	616

4 details filled in for both companies.

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