BerriAI/litellm - GitHub vs MakerBox
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. | The Complete Marketing Bundle is a meticulously curated collection of 70 Marketing Mega-Prompts specifically designed for solopreneurs. This bundle can greatly enhance your marketing strategy by helping you to generate effective content, improve your landing page, and provide inspiration for social media posts. With endorsements from over 800 satisfied customers, these prompts offer smart segmentation, viral potential, and organic promotion, setting you up for marketing success with ChatGPT. Each prompt is tailored to ensure high usability and relevance, making it a valuable resource for any solopreneur. |
| Category | Developer Tools | Content Creation |
| 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 | MarketingContent CreationSocial MediaChatGPTSolopreneurs |
| 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 | ||
| 70 hand-crafted prompts | ||
| Highly personalized | ||
| Smart segmentation | ||
| Viral potential | ||
| Organic promotion | ||
| Easy usability | ||
| Endorsed by users | ||
| Helps define marketing strategies | ||
| Saves time | ||
| Offers feedback opportunities | ||
| View BerriAI/litellm - GitHub | View MakerBox | |
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