Dots vs Llm.report
Side-by-side comparison · Updated September 2026
| Description | OpenAI's persistent agents for ongoing work across connected apps, with read-only proactive research and separate approval rules for actions. | llm.report is an open-source logging and analytics service specifically designed for monitoring OpenAI API usage. Despite no longer being actively maintained, the platform continues to provide valuable insights into API performance. Users benefit from features such as real-time logging, detailed analytics, usage reports, and alerts, with various plans to accommodate different needs including a Free plan for small projects and a Pro plan for teams. The Enterprise plan offers additional support and compliance. llm.report is backed by a strong community and has earned positive testimonials from its users. |
| Category | AI Agents | API Monitoring |
| Rating | No reviews | No reviews |
| Pricing | Pricing unavailable | Freemium |
| Starting Price | N/A | Free |
| Plans | — |
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| Use Cases | — |
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| Tags | logginganalyticsOpenAI APIreal-time | |
| Features | ||
| Persistent assignments on a separate cloud computer | ||
| Connected-app context with Activity View to inspect and redirect work | ||
| Read-only proactive research; actions follow connected-app rules and approval controls | ||
| Real-time logging | ||
| Detailed user analytics | ||
| Usage reports | ||
| Alerts | ||
| Unlimited logs (Pro) | ||
| Tracking multiple API keys | ||
| Data exports | ||
| SOC 2 compliance | ||
| 24/7/365 priority support | ||
| Priority feature requests | ||
| Private Slack channel | ||
| View Dots | View Llm.report | |
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