
LiteLLM is an OpenAI-compatible AI gateway: the official docs still (see the cover) is the Admin UI Virtual Keys table — alias, team,…
Free· open source,open source
$0 is the proxy, not the tokensChecked 2026-10-19·litellm.ai/pricing
vs Ollama
LiteLLM is an OpenAI-compatible AI gateway: the official docs still (see the cover) is the Admin UI Virtual Keys table — alias, team,…
Free· open source,open source
$0 is the proxy, not the tokensChecked 2026-10-19·litellm.ai/pricing
vs Ollama
InvokeAI is a local diffusion studio: a canvas with layers, regional guidance, ControlNet, and a prompt sidecar so you can generate and…
Free· open source,Apache-2.0
The hosted Invoke meter is gone after the Cloud shutdownChecked 2026-10-20·github.com/invoke-ai/InvokeAI
vs ComfyUI
Langflow is a MIT visual builder for LLM agents and RAG flows: drag components (models, tools, vector stores), test them in a Playground,…
Free· open source,MIT
You bring the model keyChecked 2026-10-19·docs.langflow.org/get-started-installation
vs n8n
LocalAI is a self-hosted OpenAI-compatible runtime with a chat UI: the official homepage still (see the cover: localai · chat, CPU only,…
Free· open source,MIT
$0 is the software, not electricityChecked 2026-10-21·localai.io
vs Ollama

Dify is a visual studio for LLM apps: workflows, RAG knowledge, agents, and model providers — self-host Community or run Dify Cloud
Paid only$1/mo
Self-host is not zero opsChecked 2026-10-19·dify.ai/pricing
vs Langflow
Cline is an open-source coding agent in your IDE (VS Code / Cursor / JetBrains / CLI / desktop): the official docs GIF (see the cover) is…
Free· open source,Apache 2.0
The extension is freeChecked 2026-10-19·cline.bot/pricing
vs Cursor
CrewAI is a MIT multi-agent framework plus CrewAI Studio, a hosted visual editor: the official docs still (see the cover) is the Studio…
Free· open source,MIT
Free Cloud is 50 executions/monthChecked 2026-10-19·crewai.com/pricing
vs AutoGen
Langfuse is an LLM observability dashboard: the official docs still (see the cover) is traces, model cost, scores, and a usage chart
Free· paid from$2/mo
Hobby is two users and 30-day retentionChecked 2026-10-19·langfuse.com/pricing
vs LangChain
Open WebUI is a self-hosted ChatGPT-style shell: New Chat, Search, Notes, Workspaces, a model picker, and “How can I help you today?”
Paid onlyNot published by the vendor
You operate itChecked 2026-10-19·docs.openwebui.com/getting-started
vs Ollama
LlamaIndex is an open-source data framework (RAG, indexes, agents) plus LlamaParse / LlamaCloud, a hosted document platform: the official…
Free· paid from$1.25
LlamaParse is not MITChecked 2026-10-19·llamaindex.ai/pricing
vs LangChain
Continue is an open-source IDE coding agent (VS Code / JetBrains / CLI): the official docs still (see the cover) is the User Settings…
Free· open source,Apache 2.0
The repo is read-onlyChecked 2026-10-19·continue.dev
vs Cursor