Tensor vs Zed
Tensor uniquely has 20 features · Zed uniquely has 19 features.
| Tensor | Zed | |
|---|---|---|
| Company | ||
| Founded | 2022 | 2021 |
| HQ | — | San Francisco, USA |
| AI model | Stable Diffusion (multiple models including SDXL, Flux, and community fine-tunes) | Claude (Anthropic), GPT (OpenAI), Gemini (Google), DeepSeek, and others via bring-your-own-key |
| User base | 1M+ | — |
| Platforms | Web, iOS, Android | macOS |
| Languages | 10+ | Most major programming languages via LSP and extensions |
| Pricing | ||
| Pricing model | — | Freemium |
| Free plan | Yes — free daily credits with watermarked outputs | Yes |
| Free trial | No (free tier with daily credits available) | Yes |
| Starting price | $9.90 for 3000 Credits | $0/mo |
| Enterprise | — | Custom — order forms available at 25+ seats (contact sales@zed.dev) |
| All plans | — | PersonalFreePro$10/moBusiness$30/seat/mo |
| Positioning | ||
| Best for | Digital artists, anime creators, and AI enthusiasts seeking a large model library with LoRA and ComfyUI support | Developers seeking a fast, AI-powered collaborative code editor |
| Differentiator | Tensor.art combines a massive community-driven model library with built-in ComfyUI workflow support and LoRA training, making it a near-full Stable Diffusion ecosystem accessible via browser. | Next-generation code editor with built-in AI edit predictions and real-time collaboration |
| Competitors | Civitai, Leonardo.AI, Midjourney, Adobe Firefly | VS Code, Cursor, Neovim, JetBrains IDEs, Windsurf |
| Features | ||
| Data Governance Controls | — | ✓ |
| External Agent Support (Claude, Codex Cli) | — | ✓ |
| Org Wide AI Model Policies | — | ✓ |
| Role Based Access Controls | — | ✓ |
| Unlimited Edit Predictions (Pro+) | — | ✓ |
| Usage Based Billing | — | ✓ |
| Aspect Ratio | ✓ | — |
| Background Removal | ✓ | — |
| Batch Generation | ✓ | — |
| Cli Support | — | ✓ |
| Code Completion | — | ✓ |
| Code Generation | — | ✓ |
| Code Review | — | ✓ |
| Codebase Indexing | — | ✓ |
| ControlNet | ✓ | — |
| Debugging | — | ✓ |
| Export Formats | PNG, JPG | — |
| Git Integration | — | ✓ |
| IDE Plugins | — | ✕ |
| Image Animation | ✓ | — |
| Image Reference | ✓ | — |
| Image to Image | ✓ | — |
| Inpainting | ✓ | — |
| LoRA Support | ✓ | — |
| Multi Language Support | — | ✓ |
| Negative Prompts | ✓ | — |
| Outpainting | ✓ | — |
| Private Generations | ✓ | — |
| Prompt Customization | ✓ | — |
| Refactoring | — | ✓ |
| Self Hosted Option | — | ✕ |
| Style Controls | ✓ | — |
| Team Features | — | ✓ |
| Test Generation | — | ✓ |
| Text to Image | ✓ | — |
| Text to Video | ✓ | — |
| Upscaling | ✓ | — |
| Video Style Transfer | ✓ | — |
| Video Upscaling | ✓ | — |
| Watermark | ✓ | — |
| Integrations | ||
| API Access | — | ✓ |
| Canva Integration | ✕ | — |
| Figma Plugin | ✕ | — |
| Github Integration | — | ✓ |
| Jetbrains Plugin | — | ✕ |
| Key Integrations | ComfyUI workflows, Stable Diffusion model ecosystem, community model sharing | Anthropic Claude, OpenAI GPT, Google Gemini, Amazon Bedrock, DeepSeek, GitHub Copilot, LM Studio, Mistral, Ollama, OpenRouter, Vercel, Codex CLI, Claude Agent |
| Photoshop Plugin | ✕ | — |
| Vscode Extension | — | ✕ |