BerriAI/litellm - GitHub vs Prem AI
Side-by-side comparison · Updated October 2026
| Description | LiteLLM is an AI gateway and Python SDK from Berrie AI Incorporated, published in the BerriAI GitHub repository. The SDK provides a common interface for model calls inside Python applications. The proxy gateway centralizes access for a team, with virtual keys, model routing, spend tracking, budgets and an administration interface. The official documentation lists support for more than 100 model providers. Supported endpoints and features vary by integration, so verify your model’s streaming, tool-calling, image, audio or embedding requirements. The router supports retries, fallbacks and load balancing; observability integrations can send request data to tools such as Langfuse, LangSmith and OpenTelemetry. LiteLLM also provides an MCP gateway. It can connect upstream servers using Streamable HTTP, SSE or stdio, expose tools through a fixed gateway endpoint, and scope access by key, team or organization. This requires configuring the upstream servers and authentication; the gateway does not automatically grant access to third-party tools. Agent-to-agent integrations are documented separately. The open-source offering has no software license fee for self-hosting. Code outside the enterprise directory is MIT-licensed, while enterprise code has separate terms. Enterprise pricing is quoted by annual gateway request capacity, deployment architecture and support needs, rather than a per-token license charge. Model-provider charges and infrastructure costs still apply. Enterprise adds controls and support such as SSO, SCIM, audit logs and service-level agreements. Compare New API for another self-hosted gateway with provider-channel management and usage accounting. Evaluate a representative workload, inspect request logging and secret handling, test budget and failure behavior, and decide whether SDK integration or a shared gateway best fits your application. | Prem AI is a powerful generative AI platform designed to simplify the creation, deployment, and management of custom AI models. It prioritizes data sovereignty, allowing businesses to use their proprietary data and maintain full control over their intellectual property, unlike other platforms that rely on third-party data. The platform includes a suite of tools for training, fine-tuning, deploying, and monitoring AI models in a user-friendly interface, with additional compatibility for JavaScript and Python SDKs. Its unique features include customizable model training options, on-premise deployment for enhanced security, and seamless integration with multiple platforms such as LlamaIndex and LangChain. Suitable for industries ranging from finance to legal, Prem AI is particularly notable for its security, customization, and ease of use, positioning itself as a flexible AI solution. |
| Category | Developer Tools | Artificial Intelligence Platform |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Freemium |
| Starting Price | N/A | Free |
| Plans | — |
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| Tags | AI gatewayPython SDKLLM routingMCP gatewayvirtual keys | generative AIAI model deploymentdata sovereigntycustomizable model trainingon-premise deployment |
| Features | ||
| Python SDK for direct application integration | ||
| Shared AI proxy gateway and administration UI | ||
| More than 100 documented model-provider integrations | ||
| Virtual keys, users, teams, budgets and rate limits | ||
| Spend tracking and observability integrations | ||
| Router retries, fallbacks and load balancing | ||
| MCP gateway for Streamable HTTP, SSE and stdio upstreams | ||
| Key, team and organization MCP permissions | ||
| Separate enterprise identity, audit and support features | ||
| Data Sovereignty and Ownership | ||
| Customization and Fine-tuning | ||
| On-Premise Deployment | ||
| Multi-Model Integration | ||
| Simplified AI Processes | ||
| User-Friendly Interface | ||
| Prem Cloud Option | ||
| Comprehensive Platform | ||
| Open-Source Integration | ||
| Robust Security | ||
| View BerriAI/litellm - GitHub | View Prem AI | |
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