InvokeAI vs Make (2026): Which AI Tool Is Better?
Both are popular workflow builders & open studios. Here is how InvokeAI and Make stack up on price, strengths and weaknesses, and which one we would pick.
InvokeAI
Open-source canvas studio for image generation, now community-maintained
7.4 /10
Pricing: Open source
Pros
- Polished layered canvas for inpainting and composition
- Free, Apache-2.0, no watermark
- Still receiving new model support in 2026
- Easier to learn than ComfyUI
Cons
- Hosted Invoke platform shut down in October 2025; community maintenance only
- Needs a strong local GPU
- Smaller extension ecosystem than ComfyUI
- Video support is new and limited
Make
Visual no-code automation with AI agents, 3,000+ app integrations and an MCP server
8.2 /10
Pricing: Free plan, paid from $9/mo
Pros
- Low entry price ($9/month) and a usable free plan
- Flexible visual logic: routers, iterators, error handling
- Built-in AI agents plus an MCP server
- Credits roll over for 12 months on annual plans
Cons
- Cloud only, no self-hosting
- Credit use is hard to predict on busy scenarios
- Free plan limited to two active scenarios
- Large scenarios get hard to maintain
InvokeAI vs Make at a glance
| InvokeAI | Make | |
|---|---|---|
| Editor score | 7.4 / 10 | 8.2 / 10 |
| Pricing model | Open source | Freemium |
| Starting price | Free | $9/mo |
| Reader upvotes | 0 | 0 |
| Best for | open-source, image-generation, canvas | automation, no-code, ai-agents |
| Model choice | Yes | Yes |
| Commercial use | No | No |
| No watermark (free) | Yes | No |
| API | No | Yes |
| Official MCP server | No | Yes |
| MCP client | No | No |
| Agent Skills | No | No |
| Brand kit | No | No |
| Teams | No | Yes |
| Content Credentials | No | No |
| Mobile app | No | No |
| 20+ languages | No | No |
| Makes | Images & illustrations, Product photos, Thumbnails & covers, Logos & branding | Blog posts & articles, Social media posts, Emails & newsletters, Ad & marketing copy |
| AI models inside | 8 | 4 |
Our pick
Make edges it with a score of 8.2 versus 7.4. Make is the better fit if you value: low entry price ($9/month) and a usable free plan, flexible visual logic: routers, iterators, error handling. Choose InvokeAI instead if you need: polished layered canvas for inpainting and composition, free, apache-2.0, no watermark.
Other workflow builders & open studios to consider
Full ranking →ComfyUI Open source
Node-based open-source studio for image, video, audio and 3D generation workflows
n8n Freemium
Fair-code workflow automation with AI agent nodes, self-hosted or in the cloud
Zapier Freemium
Popular no-code automation with AI agents, Copilot and an MCP server across 8,000+ apps
Fooocus Open source
Simple offline SDXL image generator, now in bug-fix-only maintenance