AI Tool Comparison
A side-by-side breakdown to help you pick the right tool for your workflow.
Review Score assesses product quality; Fit Score is specific to a use case. Limited reviews do not establish overall product quality. How reviews work.
Build an unlimited number of AI workflows and MCP-connected automations metered by daily and monthly credits rather than per-task fees, self-hostable under an MIT license for full data control and unmetered runs.
Visually build automation workflows across 3,000+ apps, wiring AI models, webhooks, and business tools together without writing code. Native custom AI provider connections now compete directly with Zapier Agents.
Catalog updated: August 2026
Activepieces and Make both compete in Automation, overlapping most directly on automation.
Choose Activepieces if…
Best for teams that want Zapier-style automation but need to keep sensitive data on their own infrastructure, and its edge is fully self-hostable and open-source, so workflow data never has to touch an external server. A genuine privacy-first alternative to Zapier, the app integration library is still noticeably smaller. Lean toward Make instead if a visual canvas showing every step and data transformation in a workflow, not a black-box automation matters more for your use case.
Choose Make if…
Best for technical operations teams who need precise, conditional automation logic that Zapier can't express, and its edge is a visual canvas showing every step and data transformation in a workflow, not a black-box automation. More cost-effective and more powerful than Zapier for complex flows, at the cost of a steeper learning curve. Lean toward Activepieces instead if fully self-hostable and open-source, so workflow data never has to touch an external server matters more for your use case.
| Attribute | Activepieces | Make |
|---|---|---|
| Category | Automation | Automation |
| Pricing | freemium | freemium |
| Pricing Detail | Free (100 credits/day, unlimited flows; self-host free) / $16/mo Plus (10K credits/mo, billed annually) / $166/mo Team (50K credits/mo, billed annually) / overage $0.007/credit | Free (1,000 credits/mo) / $12/mo Core / $21/mo Pro / $38/mo Teams |
| TWF Review Score | Not yet reviewed | Not yet reviewed |