BerriAI/litellm - GitHub vs MyBrain Zone
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. | BRAiN Assistant leverages advanced AI to provide real-time internet searches and personalized knowledge bases from your own documents and web pages. Users can upload PDFs, Word documents, Text files, and CSV files to create tailored search experiences called 'Brains'. The platform prioritizes privacy by ensuring no data collection or ads and supports 95 different languages, making it highly accessible. It excels in delivering optimized search results, saving users hours by finding the best prices, products, and summarizing key topics. Common user queries range from price comparisons to privacy tool searches and business proposal assistance. |
| Category | Developer Tools | AI Assistant |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Pricing unavailable |
| Starting Price | N/A | N/A |
| Use Cases |
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| Tags | AI gatewayPython SDKLLM routingMCP gatewayvirtual keys | AI AssistantSearchReal-time searchesPersonalized knowledge basesDocument upload |
| 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 | ||
| Real-time AI-powered internet search | ||
| Customized knowledge bases from personal documents | ||
| Privacy-focused with no data collection or ads | ||
| Support for 95 different languages | ||
| Optimized search results for best prices, products, and key topics | ||
| Guidance on business tasks and proposals | ||
| Helpful for a variety of common user queries | ||
| Ease of use for non-English speakers | ||
| Document translation and analysis | ||
| Time-saving by summarizing important information | ||
| View BerriAI/litellm - GitHub | View MyBrain Zone | |
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