ChatDB vs New API
Side-by-side comparison · Updated October 2026
| Description | ChatDB's CSV AI is your go-to solution for extracting insights from your CSV files using natural language processing. This innovative tool allows you to ask questions directly about your data, making data analysis more intuitive and efficient. Whether for business reports or research, CSV AI simplifies the way you interact with your CSV files, making advanced data querying accessible to everyone. | New API is a self-hosted AI gateway and model-management project maintained in the QuantumNous repository. It brings provider channels, access tokens, model restrictions, usage statistics and cost accounting into one interface. Teams supply their own authorized model-provider access and operate the gateway in their chosen environment. The gateway supports several API formats, including OpenAI-compatible requests, Claude Messages and Google Gemini. Compatibility has boundaries: the README marks Gemini-to-OpenAI conversion as text-only without function calling, and OpenAI-compatible to Responses conversion as in development. Test the exact endpoints, streaming behavior and tool calls your application uses before switching traffic. Routing features include weighted channel selection, automatic retry after failures and user-level model rate limits. The dashboard supports request-based, usage-based and cache-hit cost accounting, with token grouping and model-access controls. These controls can help organize usage, but retries and a common API format do not guarantee uninterrupted service or identical behavior across providers. The current repository license is AGPLv3. Docker Compose is the recommended quick-start path in the README, which also documents Docker commands with SQLite or MySQL. Running the software still involves infrastructure, operations and upstream model charges. Review the current license, secure your deployment and validate accounting against provider bills. Compare LiteLLM if you also want a Python SDK or a documented gateway for MCP servers and agents. |
| Category | Data Analytics | Developer Tools |
| Rating | No reviews | No reviews |
| Pricing | Freemium | Open Source |
| Starting Price | $29.99/mo | N/A |
| Plans |
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| Tags | CSVData AnalysisNatural Language ProcessingBusiness ReportsResearch | AI gatewayLLM routingmodel managementrate limitingusage accounting |
| Features | ||
| Natural language processing for CSV data | ||
| No SQL knowledge required | ||
| Instant insights and analytics | ||
| Secure browser-based operation | ||
| Free to use with no sign-up | ||
| Supports business reporting and analysis | ||
| Ideal for various professional fields | ||
| User-friendly interface | ||
| Efficient data querying | ||
| Accessible for non-technical users | ||
| Self-hosted AI gateway and model management | ||
| Provider channels, token groups and model restrictions | ||
| OpenAI-compatible, Claude Messages and Gemini format support | ||
| Documented limits on protocol conversion | ||
| Weighted channel selection and failure retries | ||
| User-level model rate limiting | ||
| Request, usage and cache-hit cost accounting | ||
| Docker Compose deployment documentation | ||
| View ChatDB | View New API | |
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