impaction.ai vs New API
Side-by-side comparison · Updated October 2026
| Description | Align AI simplifies the process for modern organizations to analyze and evaluate data from LLM-based conversational products. Suitable for modern enterprises, Generative-AI companies, and builders, this platform offers comprehensive solutions that cover real-time data monitoring, in-depth interaction analysis, and precise chatbot evaluation. Its features ensure enhanced chatbot performance and reduced hallucinations. Align AI's cloud and on-premise solutions cater to various security needs, making it a trusted tool worldwide. | 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 | Conversational AI | Developer Tools |
| Rating | No reviews | No reviews |
| Pricing | Pricing unavailable | Open Source |
| Starting Price | N/A | N/A |
| Use Cases |
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| Tags | LLMdata analysisconversational productschatbot evaluationreal-time monitoring | AI gatewayLLM routingmodel managementrate limitingusage accounting |
| Features | ||
| Real-time data monitoring | ||
| In-depth interaction analysis | ||
| Precise chatbot evaluation | ||
| Pre-built SDKs | ||
| Diverse search toolkit | ||
| Scalable cloud solutions | ||
| Custom on-premise solutions | ||
| Auto-generated action items | ||
| Data cohort analysis | ||
| Post-upgrade performance evaluation | ||
| 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 impaction.ai | View New API | |
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