AI orchestration pricing guide
Zapier and Make now meter AI automation in meaningfully different ways.
The headline subscription price is only the start. Buyers need to understand how successful actions, module runs, MCP calls, AI tokens, and overages turn into the real monthly bill.
The short answer
- Choose Zapier when connector breadth, fast setup, and direct MCP access matter most.
- Choose Make when visual scenario design, granular routing, and lower published entry pricing matter most.
- Do not compare a Zapier task with a Make credit as if they were identical units.
- Model one real workflow before buying: count actions, tool calls, AI tokens, retries, and monthly volume.
Zapier: task-based orchestration
Zapier counts each successful automated action as a task. Triggers do not normally consume tasks, while a multi-step workflow can consume several tasks each time it runs.
Zapier MCP is available across plans. The official pricing page states that one MCP tool call uses two tasks from the plan quota. If a plan reaches its task limit, Zapier can move the account to pay-per-task billing at 1.25 times the base task cost until the maximum overage limit is reached.
Public pricing signal: Professional starts at $19.99 per month billed annually; Team starts at $69 per month billed annually.
Make: credit-based visual automation
Make now uses credits as its billing unit. A typical non-AI module action consumes one credit, but built-in AI features can use credits dynamically based on operations, tokens, file size, page count, or processing time.
Make AI Agents are available on all plans through Make's AI Provider, while custom AI provider connections require a paid plan. The product is in open beta, so functionality and pricing can change.
Public pricing signal: Free includes up to 1,000 credits per month. At 10,000 credits, Core is $12 per month, Pro is $21, and Teams is $38 on the pricing configuration displayed during this review.
Why the units are not interchangeable
| Cost driver | Zapier | Make |
|---|---|---|
| Standard workflow | Successful actions consume tasks | Module actions usually consume credits |
| MCP | Two tasks per MCP tool call | MCP can expose scenarios; downstream scenario modules still consume credits |
| Built-in AI | Depends on the Zap and AI product used | Can combine operation and token-based credit usage |
| Overages | Pay-per-task can activate after the plan limit | Upgrade, buy extra credits, or enable automatic credit purchasing |
A practical cost test
- Pick one production workflow, such as qualifying a lead and updating a CRM.
- Count every action or module that runs for one successful result.
- Add expected MCP calls, AI model calls, retries, and error-handling branches.
- Multiply by realistic monthly volume, then add a 20% buffer.
- Compare plan limits and collaboration features, not only the lowest advertised price.
StackSignal decision frame
Zapier wins for operators who want the largest published integration catalog, quick deployment, and a direct path for AI assistants to call business tools through MCP.
Make wins for operators who want to inspect complex routing visually, tune each scenario, and start with a lower published price at 10,000 monthly credits.
Neither platform wins on price without a workflow model. AI workloads can make both task and credit consumption less intuitive than the subscription headline suggests.
Disclosure: This guide uses ordinary official links. No current public affiliate payout was verified for either vendor during this review.
Official sources
- Zapier plans and pricing
- Zapier MCP documentation
- Make plans and pricing
- Make credit usage guide
- Make AI Agents documentation
Verified June 15, 2026. Prices and metering rules can change.