| What it does | Bot QA platform that analyzes chatbot conversations and provides actionable quality insights
| Test LLMs on your own tasks before you switch models
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| Stage | Startup
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| Founded | 2025
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| Based in | US
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| Pricing model | Freemium
| Paid
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| Pricing | Starter (Free): up to 1,000 conversations, 1 report card every 30 days, 3 identified issues and 3 recommendations per report, no credit card required. Growth: $0.012 per conversation, unlimited conversations and report cards. Enterprise: Custom pricing.
| Standard: $99 one-time for 2 machines, including 1 year of updates. Pro coming soon.
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| Key features | - Inquio Score™ - weighted performance score across four dimensions
- Identified Issues ranked by severity
- Benchmark Comparison against industry averages
- Actionable Recommendations for bot improvement
- Defender module for safety incidents and policy violations
- Share and Export reports to stakeholders
- Out-of-the-box topic detection without predefined categories
- Multiple deployment options - Cloud, LLM tenant, or on-premise
- CSV upload or API integration for data ingestion
| - 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 | - Zero manual setup - results generated in minutes without configuration or custom labeling
- Works alongside existing tools without replacement required
- Privacy-first with GDPR compliance and flexible deployment options
- Unified quality metrics and actionable insights for multiple teams
- No predefined categories or domains required for analysis
| - 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) | 14 ▼ −1 (down) 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) | 28 | 16 |
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| Referring domains (Majestic) | 209 | 3 |
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Inquio
orbench