| What it does | Real-time guardrails and evaluation for LLM applications
| Test LLMs on your own tasks before you switch models
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Freemium
| Paid
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| Pricing | Free plan includes 3 million tokens per month, unlimited users, and community support. Basic plan is $0/month with 300k monthly tokens and up to 3 protection rules. Pro plan is $550/month including 1 billion monthly tokens, unlimited protection rules, and email and Slack support. Additional tokens a
| Standard: $99 one-time for 2 machines, including 1 year of updates. Pro coming soon.
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| Key features | - Real-time guardrails with sub-20ms latency
- Hallucination detection and prevention
- Small language model judges tailored to business domain
- Content moderation and safety checks
- PII detection and masking
- Prompt management and studio
- Complete observability and tracing
- Rogue red team platform for agent evaluation
- Multiple deployment options
- Policy enforcement and custom rules
| - Benchmark any OpenRouter model on your own prompts, CSVs or Hugging Face datasets
- Rubric-based scoring by AI judge, by hand, or both
- Cost per answered task with retries and caching
- Time to first token and output tokens per second per call
- Shareable reports in HTML, CSV and JSON formats
- Compare up to three past benchmarks side by side
- Hard spending cap per run
- Fully self-hosted on your machine
- No SDK or code changes required
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| What makes it different | - 99.6% faster evaluation than alternatives
- 97% cost reduction compared to traditional solutions
- Small judges providing low latency and cost efficiency
- Contextual guardrails that consider application context
- Purpose-built for agentic systems, RAG, and chatbots
| - Tests your own tasks with real data instead of generic benchmarks
- Comes before integration with no SDK or code changes needed
- Reports actual cost per answered task including retries and caching
- Entirely self-hosted with data never leaving your machine
- One shareable report with every answer and judge reasoning
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 28 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 11 | 0 |
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| Citation Flow (Majestic) | 26 | 16 |
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| Referring domains (Majestic) | 71 | 3 |
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Qualifire
orbench