Side-by-side comparison · Updated April 2026
| Description | LLMStack is an open-source platform engineered to build AI agents, workflows, and applications using your data. It supports major model providers such as OpenAI, Cohere, Stability AI, and Hugging Face, enabling seamless integration with various data sources like Web URLs, PDFs, Google Drive, and more. The platform is powered by React and offers collaborative app-building tools with granular permission settings. Users can deploy applications quickly using its cloud offering or follow provided steps for self-deployment. | 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 Assistant | API Monitoring |
| Rating | No reviews | No reviews |
| Pricing | N/A | Freemium |
| Starting Price | N/A | Free |
| Plans | — |
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| Use Cases |
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| Tags | Open sourceAI agentsWorkflowsApplicationsData | logginganalyticsOpenAI APIreal-time |
| Features | ||
| Support for multiple model providers like OpenAI, Cohere, Stability AI, and Hugging Face | ||
| Model chaining for sequential use of multiple models | ||
| Integration with diverse data sources such as Web URLs, PDFs, Google Drive, and Notion | ||
| Built with React framework | ||
| Collaborative app-building with granular permission settings | ||
| Cloud offering for quick deployment | ||
| Self-deployment options provided | ||
| Roles like viewer and collaborator for role-based access | ||
| Data import support from audio files and PowerPoint presentations | ||
| 'Star' feature for bookmarking and showing appreciation | ||
| 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 | ||
| View LLMStack | View Llm.report | |
Explore more head-to-head comparisons with LLMStack and Llm.report.