BerriAI/litellm - GitHub vs Shiken
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. | Shiken AI is a comprehensive learning and development platform designed to enhance personal and professional growth. It includes features such as a Knowledge Assistant, a Learning Platform for creating courses and quizzes, and a Content Pass for accessing extensive educational resources. Additionally, Shiken AI offers a limited-time promotional offer, enabling users to subscribe for just £45/year and gain access to AI-powered tools, mindfulness and focus exercises, and an exclusive study buddy. The platform serves various users, from individual learners to schools, creators, and workplaces aiming to excel. |
| Category | Developer Tools | Education |
| Rating | No reviews | No reviews |
| Pricing | Open Source | Paid |
| Starting Price | N/A | £10 |
| Plans | — |
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| Tags | AI gatewayPython SDKLLM routingMCP gatewayvirtual keys | Learning PlatformKnowledge AssistantEducational ResourcesMindfulnessFocus Exercises |
| 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 | ||
| Knowledge Assistant | ||
| Learning Platform for creating courses and quizzes | ||
| Content Pass for extensive learning resources | ||
| AI-powered tools | ||
| Mindfulness & focus exercises | ||
| Exclusive study buddy | ||
| Free trial for advanced features | ||
| Various question types | ||
| Course selling capabilities | ||
| Platform integrations with 100+ tools | ||
| View BerriAI/litellm - GitHub | View Shiken | |
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