Alternatives Engine

provider-litellm Alternatives

Compare open-source alternatives to BerriAI/provider-litellm by fit, deployment, maintenance, quality, and agent readiness.

Decision Summary

BerriAI/provider-litellm has 12 alternative candidates. Top match is infiniflow/ragflow at 100/100 because Same rag framework intent with rag overlap.

CandidatesExplicitCloudflare-readyAvg similarityTop candidate
123096infiniflow/ragflow

Source Project

BerriAI/provider-litellm

LiteLLM Gateway (Proxy) crossplane provider

Go Apache-2.0 LocalCloud

Best For

Where provider-litellm fits

build RAG applications
connect private data to LLMs
index documents for retrieval

Not Best For

When to compare alternatives

edge-only Cloudflare Workers deployment without adaptation

Comparison Table

infiniflow/ragflow leads this comparison context

infiniflow/ragflow has the strongest combined agent score and maintenance profile in this comparison.

ProjectSimilarityStarsLanguageDeployQualityAgent
BerriAI/provider-litellmSource2GoLocal, Cloud444
infiniflow/ragflow100/10091,041GoDocker, Library Only8490
QuantumNous/new-api100/10048,503GoDocker, Local8487
bytedance/deer-flow100/10082,755PythonDocker, Library Only7084
llm-d/llm-d96/1004,602ShellDocker, Kubernetes5082
mozilla-ai/otari95/100479PythonDocker, Local3673

Alternative Match

infiniflow/ragflow

100/100

Same rag framework intent with rag overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

ExplicitRag FrameworkLocalCloudVector Database
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality84
Agent90

Alternative Match

QuantumNous/new-api

100/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for personal and enterprise model management.

ExplicitRag FrameworkLocalCloudVector Database
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality84
Agent87

Alternative Match

bytedance/deer-flow

100/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

ExplicitRag FrameworkLocalCloudVector Database
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality70
Agent84

Alternative Match

llm-d/llm-d

96/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Achieve state of the art inference performance with modern accelerators on Kubernetes

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality50
Agent82

Alternative Match

mozilla-ai/otari

95/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Open-source, OpenAI-compatible LLM gateway you run yourself. One endpoint for 40+ providers, with virtual keys, budgets, and usage tracking.

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality36
Agent73

Same rag framework intent with rag overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Contrib repository for the OpenTelemetry Collector

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality46
Agent81

Alternative Match

izzoa/polyrouter

94/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

A self-hostable LLM router / gateway: OpenAI- and Anthropic-compatible, explicit-first routing with fallbacks, spend limits, and metadata-only cost tracking. No markup, no third-party proxy — your keys, your box.

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality25
Agent60

Alternative Match

schmitech/orbit

94/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Self-hosted AI gateway for private RAG, natural-language data access, and tool-calling agents.

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality20
Agent65

Alternative Match

Nayjest/lm-proxy

94/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI, PyTorch). Lightweight, extensible Python/FastAPI—use as library or standalone service.

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality16
Agent60

Alternative Match

Inebrio/Routerly

94/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Self-hosted LLM gateway that routes requests across AI providers (OpenAI, Anthropic, Gemini, Mistral, Ollama) using intelligent multi-policy scoring — including an LLM-native routing policy. Drop-in compatible: just swap the base URL. No database required, built-in cost tracking, budget enforcement and multi-tenant isolation.

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality16
Agent57

Alternative Match

Portkey-AI/portkey-python-sdk

94/100

Same rag framework intent with rag, llm_gateway overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

Build reliable, secure, and production-ready AI apps easily.

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality13
Agent58

Alternative Match

helixml/helix

93/100

Same rag framework intent with rag overlap.

Fit: Strong replacement candidate with overlapping indexed use cases.

♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack ♾️

Rag FrameworkLocalCloudVector DatabaseLlm Provider
Replacement risklow
Adoption noteSame category, so it can be evaluated as a direct functional substitute.
Adoption noteDeployment overlap: local, cloud.
Quality33
Agent75

Data Source

d1 / d1_query

1213 loaded projects. Generated at 2026-09-20T23:55:10.340Z.