--- title: "Why NodeTool: Comparisons vs ComfyUI, n8n & More" description: "The problems NodeTool solves for creative teams, plus head-to-head comparisons: NodeTool vs ComfyUI, Dify, Flowise, Langflow, n8n, and Figma Weave (formerly Weavy)." canonical: https://docs.nodetool.ai/comparisons markdown: https://docs.nodetool.ai/comparisons.md product: NodeTool source: https://github.com/nodetool-ai/nodetool/blob/main/docs/comparisons.md --- # Why NodeTool: Comparisons vs ComfyUI, n8n & More > NodeTool is the open creative AI workspace — every major model, your keys, one canvas. NodeTool replaces the chatbox with a node canvas where image, video, audio, and LLM models run side by side. Bring your keys, or run everything locally. Open source, AGPL-3.0. ## Head-to-head comparisons Full write-ups against specific tools: - [NodeTool vs ComfyUI](https://nodetool.ai/vs/comfyui) — a diffusion-only node editor vs one canvas for image, video, audio, and text, with editing tools built in. - [NodeTool vs Dify](https://nodetool.ai/vs/dify) — a text-first LLM app platform vs the same agent and RAG ground plus native image, video, and music generation. - [NodeTool vs Flowise](https://nodetool.ai/vs/flowise) — the fastest path to a LangChain RAG chatbot vs that chatbot plus native media generation on the same canvas. - [NodeTool vs Langflow](https://nodetool.ai/vs/langflow) — a low-code builder for chat, RAG, and agents vs the same ground plus native image, video, and music generation. - [NodeTool vs n8n](https://nodetool.ai/vs/n8n) — app-to-app automation vs workflows built to generate media and run agents. - [NodeTool vs Weavy](https://nodetool.ai/vs/weavy) — SaaS credits and a curated model roster vs open source, BYOK, no lock-in. - [NodeTool vs Figma Weave](https://nodetool.ai/vs/figma-weave) — Weavy's new life inside Figma: hosted, credit-billed, ecosystem-bound vs open source and BYOK. ## The problem Creative AI is a tab graveyard: * **Every model lives behind its own UI.** Switching between Flux, ElevenLabs, Sora, and a chatbot means losing context every time. Outputs don't compose. * **SaaS canvases tax every token.** Hosted creative tools mark up provider credits 2–5x. You pay for the same OpenAI call twice. * **Local-only tools are model-narrow.** ComfyUI nails diffusion internals but treats LLMs, agents, and cloud APIs as second-class. * **Workflows aren't portable.** Prompts in chat history, settings in screenshots, pipelines in your head. Nothing is reproducible. * **Privacy is a yes/no toggle.** Either everything goes to a vendor, or nothing leaves your machine. No mixed mode. ## How NodeTool solves this One canvas, every model, your keys: **One canvas for every modality.** Wire Flux to GPT-5 to ElevenLabs to Wan in a single graph. Outputs flow as typed edges — image, audio, text, embeddings — not pasted strings. **BYOK to every provider.** OpenAI, Anthropic, Gemini, Replicate, FAL, Kie, ElevenLabs, MiniMax, HuggingFace. Pay them directly. No credit markup, no provider lock-in. **Local + cloud, mixed.** Run Llama on MLX, route image gen to FAL, send audio to ElevenLabs — in one workflow. Toggle per node. **Workflows as files.** Save, share, version. Ship a workflow as a Mini-App with a one-click hide-the-graph mode. **Agents that drive pipelines.** Built-in planning, tool calling, streaming. Drop an agent node into any graph. **Open source, no markup.** AGPL-3.0. Cloud edition hosts the same code in this repo. Self-host the Docker images any time. --- ## Feature Comparison | Feature | NodeTool | Figma Weave (formerly Weavy) | ComfyUI | |---------|----------|-------|---------| | **Category** | Open creative AI workspace | Closed SaaS creative canvas | Diffusion-focused node editor | | **License** | AGPL-3.0 (open source) | Proprietary SaaS | GPL-3.0 (open source) | | **Runs on your machine** | ✅ Mac, Windows, Linux desktop | ❌ Browser-only, hosted | ✅ Local-first | | **Bring your own keys (BYOK)** | ✅ FAL, Kie, OpenAI, Anthropic, Gemini, Replicate, Atlas, ElevenLabs, MiniMax | ❌ Credits only, provider markup | ⚠️ Via custom nodes for cloud APIs | | **Pricing model** | Pay providers directly, no markup | Proprietary credits | Free (you pay your own GPU/API) | | **Model coverage** | Image, video, audio, text, TTS, ASR — local + cloud | Image, video, audio — cloud only | Diffusion (image/video) — local | | **Image generation** | Local: FLUX, Qwen Image · API: FAL, Kie, Replicate, OpenAI, Gemini | Cloud: FLUX, Seedance, Ideogram, etc. | Deep control over diffusion internals | | **Video generation** | Local: Wan · API: FAL, Kie, Sora, Veo, Kling | Cloud: Kling, Veo, Runway, etc. | Local diffusion video (AnimateDiff, etc.) | | **Audio & music** | Local: MusicGen, AudioLDM, Stable Audio · API: Kie, ElevenLabs, MiniMax | Cloud: Suno, ElevenLabs, etc. | ⚠️ Via custom nodes | | **TTS / ASR** | Local: Kokoro, Sesame, Whisper · API: OpenAI, ElevenLabs | Cloud only | ⚠️ Via custom nodes | | **LLMs & agents** | Built-in agent nodes, tool calling, streaming, Ollama, MLX | Limited LLM nodes | ⚠️ Via custom nodes | | **Diffusion control** | Standard parameters | ❌ Hidden behind presets | ✅ Latents, VAE, samplers, ControlNet | | **RAG / vector search** | ✅ Local SQLite-vec, plus Pinecone & Supabase pgvector | ❌ | ❌ | | **Mini-apps from workflows** | ✅ Turn a graph into a simple UI | ⚠️ Share-as-template | ❌ | | **Real-time streaming** | ✅ Token-by-token, live progress | ✅ Live preview | ❌ Queue-based execution | | **Source available** | ✅ Full source on GitHub | ❌ | ✅ Full source on GitHub | ### When to pick each **NodeTool** — every modality, every provider, on one canvas. Local, cloud, or mixed. **Figma Weave** (formerly Weavy) — hosted SaaS if you want a managed product with credits inside the Figma ecosystem and don't need BYOK, local execution, or open source. **ComfyUI** — deep diffusion control: samplers, VAE, ControlNet, latents. --- ## Next steps - [Quick Start](getting-started.md) — install and run your first workflow in minutes. - [Models & Providers](models-and-providers.md) — every model NodeTool wires up.