How Make’s scores are calculated
The full audit trail, recomputed from the verdict data at build time through the same code that produced the leaderboard: verdict × quality × story weight per cell, cells sum to dimension scores, dimensions blend into the PA Score. Every number on the product page is reproducible from this page alone; for why the formula looks like this, see the methodology.
verdict factors: full ×1.0 · partial ×0.6 · disputed ×0.3 · none ×0.0 · n/a excluded from both sides · cell points = weight × quality × factor · cell max = weight × 10
PA Score27/100
Agent-ready 40.2 × 0.30 = 12.06
API quality 0.0 × 0.20 = 0.00
Openness 7.2 × 0.20 = 1.44
Built-in AI 31.8 × 0.15 = 4.77
Automation 55.0 × 0.15 = 8.25
(12.06 + 0.00 + 1.44 + 4.77 + 8.25) ÷ (0.30 + 0.20 + 0.20 + 0.15 + 0.15) = 26.52 ÷ 1.00 = 26.5
Scores are stored to 1 decimal; the product page’s pills round to whole numbers for display. Each dimension below shows the stories, verdicts, and cited evidence behind its number.
Agent-ready40.2/100×0.30 of the PA blend
Outside-in: can YOUR agent reach and drive this product — API, MCP, CLI, headless runs, agent docs.
Point an agent at llms.txt or agent-oriented docsweight 2
2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max
- [probe] https://developers.make.com/llms.txt“PROBE llms.txt: HTTP 200 at https://developers.make.com/llms.txt # Make Developer Hub ## Home - [Make Developer Hub](https://developers.make.com/make-developer-hub.md): Where you’ll f”
- [claimed-docs] https://developers.make.com/mcp-server“Make Skills are Markdown files that help your assistant reliably perform Make-specific tasks, including building scenarios, configuring modules, and connecting to Make MCP server or third-party services.”
- [claimed-docs] https://developers.make.com/mcp-server“Make Skills are Markdown files that help your assistant reliably perform Make-specific tasks, including building scenarios, configuring modules, and connecting to Make MCP server”
- [probe] https://developers.make.com/api-documentation.md“PROBE docs-md: HTTP 200 at https://developers.make.com/api-documentation.md # Page Not Found The URL `api-documentation` does not exist. This page may have been moved, renamed, or deleted. ## Su”
Run the product headlessly / in CI for automationweight 2
2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“All requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.”
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://help.make.com/webhooks“custom webhooks allow you to create a url to which you can send any data”
- [claimed-docs] https://help.make.com/webhooks“webhooks create a url that you can call from an external app or service, or from another use webhooks to trigger the execution”
- [claimed-docs] https://help.make.com/webhooks“If you don't want to run your immediately after a webhook receives data, you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“you can schedule your to process all webhook requests periodically”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
Plug MCP servers into this product so it can use their toolsweight 3
3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max
- [claimed-docs] https://developers.make.com/mcp-server“Turns your **active** and **on-demand** scenarios into callable tools for AI”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server. The server provides them access to **scenario run** and **management** tools”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server.”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
- [claimed-docs] https://help.make.com/make-ai-agents“learn about agentic automation with the make ai agents app”
Connect an agent via an official MCP serverweight 3
3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max
- [claimed-docs] https://developers.make.com/mcp-server“Turns your **active** and **on-demand** scenarios into callable tools for AI”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server. The server provides them access to **scenario run** and **management** tools”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server.”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
- [claimed-docs] https://developers.make.com/mcp-server“Make Skills are Markdown files that help your assistant reliably perform Make-specific tasks, including building scenarios, configuring modules, and connecting to Make MCP server”
- [probe] https://developers.make.com/mcp-server“official MCP server documented at https://developers.make.com/mcp-server”
Use an official CLIweight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
no evidence cited — the verdict rests on absence of evidence, re-checked on refresh
Drive the product through a documented public APIweight 3
3 (weight) × 8 (quality) × 1.0 (full) = 24.0 of 30 max
- [claimed-docs] https://developers.make.com/api-documentation“All requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.”
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://developers.make.com/api-documentation“If you are experiencing issues with the Make API, go to the Troubleshooting section for tips about what could go wrong and how to fix it.”
- [claimed-docs] https://developers.make.com/mcp-server“Turns your **active** and **on-demand** scenarios into callable tools for AI”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server. The server provides them access to **scenario run** and **management** tools”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
- [probe] https://developers.make.com/mcp-server“official MCP server documented at https://developers.make.com/mcp-server”
Issue scoped/least-privilege API credentials for an agentweight 2
2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“All requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.”
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
- [claimed-docs] https://developers.make.com/mcp-server“View and modify scenarios and their related entities (e.g., connections, webhooks, and data stores)”
Build against official SDKsweight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“All requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.”
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
Subscribe to events via webhooksweight 2
2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max
- [claimed-docs] https://help.make.com/webhooks“custom webhooks allow you to create a url to which you can send any data”
- [claimed-docs] https://help.make.com/webhooks“webhooks create a url that you can call from an external app or service, or from another use webhooks to trigger the execution”
- [claimed-docs] https://help.make.com/webhooks“webhooks create a url that you can call from an external app or service, or from another use webhooks to trigger the execution of”
- [claimed-docs] https://help.make.com/webhooks“If you don't want to run your immediately after a webhook receives data, you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“the whole queue is then processed every time your schedule criteria are met”
Agent-ready = 84.4 ÷ 210 × 100 = 40.2
API quality0.0/100×0.20 of the PA blend
The programmable surface once an agent is there — machine-readable spec, interactive docs, sandbox, versioning discipline.
Explore an interactive API reference with runnable examplesweight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“All requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.”
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://developers.make.com/api-documentation“If you are experiencing issues with the Make API, go to the Troubleshooting section for tips about what could go wrong and how to fix it.”
- [probe] https://developers.make.com/api-documentation.md“PROBE docs-md: HTTP 200 at https://developers.make.com/api-documentation.md # Page Not Found The URL `api-documentation` does not exist. This page may have been moved, renamed, or deleted. ## Su”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
Download a machine-readable API spec (OpenAPI or equivalent)weight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [probe] https://developers.make.com/api-documentation.md“PROBE docs-md: HTTP 200 at https://developers.make.com/api-documentation.md # Page Not Found The URL `api-documentation` does not exist. This page may have been moved, renamed, or deleted. ## Su”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
Test against a sandbox environment without touching production dataweight 1
1 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 10 max
no evidence cited — the verdict rests on absence of evidence, re-checked on refresh
Rely on versioned APIs with a documented deprecation policyweight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://developers.make.com/api-documentation“If you are experiencing issues with the Make API, go to the Troubleshooting section for tips about what could go wrong and how to fix it.”
- [probe] https://developers.make.com/api-documentation.md“PROBE docs-md: HTTP 200 at https://developers.make.com/api-documentation.md # Page Not Found The URL `api-documentation` does not exist. This page may have been moved, renamed, or deleted. ## Su”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
API quality = 0.0 ÷ 70 × 100 = 0.0
Openness7.2/100×0.20 of the PA blend
Can you leave, inspect, or self-host — data export, open source, portability.
Do everything through the API that I can do in the UIweight 2
2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://developers.make.com/mcp-server“View and modify scenarios and their related entities (e.g., connections, webhooks, and data stores)”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server. The server provides them access to **scenario run** and **management** tools”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
- [probe] https://developers.make.com/openapi.json“PROBE openapi: all candidate paths 404 (https://developers.make.com/openapi.json, https://developers.make.com/swagger.json, https://developers.make.com/api/openapi.json, https://developers.make.com/.well-known/openapi.json)”
Export all of my data in open formats and leaveweight 3
3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max
no evidence cited — the verdict rests on absence of evidence, re-checked on refresh
Read the product's source under an open licenseweight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
no evidence cited — the verdict rests on absence of evidence, re-checked on refresh
Self-host the core productweight 3
3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max
no evidence cited — the verdict rests on absence of evidence, re-checked on refresh
Openness = 7.2 ÷ 100 × 100 = 7.2
Built-in AI31.8/100×0.15 of the PA blend
Inside-out: how agentic the product itself is for its users — built-in assistants, autonomous features.
Get AI-generated insights and suggestions from my data inside the productweight 2
2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max
- [claimed-docs] https://help.make.com/make-ai-agents“learn about agentic automation with the make ai agents app”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
Set up automations that run autonomously in the backgroundweight 2
2 (weight) × 8 (quality) × 1.0 (full) = 16.0 of 20 max
- [claimed-docs] https://help.make.com/webhooks“custom webhooks allow you to create a url to which you can send any data”
- [claimed-docs] https://help.make.com/webhooks“If you don't want to run your immediately after a webhook receives data, you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“webhooks create a url that you can call from an external app or service, or from another use webhooks to trigger the execution”
- [claimed-docs] https://help.make.com/webhooks“you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“the whole queue is then processed every time your schedule criteria are met”
- [claimed-docs] https://help.make.com/error-handling“this page helps users navigate errors, diagnose and resolve issues in by providing detailed information on common errors and warnings, error handlers”
- [claimed-docs] https://help.make.com/scenarios-and-connections“scenario history”
- [claimed-docs] https://developers.make.com/mcp-server“Turns your **active** and **on-demand** scenarios into callable tools for AI”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
Delegate tasks to a built-in AI assistant inside the productweight 3
3 (weight) × 3 (quality) × 0.6 (partial) = 5.4 of 30 max
- [claimed-docs] https://help.make.com/make-ai-agents“learn about agentic automation with the make ai agents app”
Operate the product with natural-language commandsweight 2
2 (weight) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max
- [claimed-docs] https://developers.make.com/mcp-server“Turns your **active** and **on-demand** scenarios into callable tools for AI”
- [claimed-docs] https://developers.make.com/mcp-server“AI systems like Claude and ChatGPT act as MCP clients of Make MCP server. The server provides them access to **scenario run** and **management** tools”
- [claimed-docs] https://help.make.com/make-ai-agents“learn about agentic automation with the make ai agents app”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
- [claimed-docs] https://developers.make.com/mcp-server“Make Skills are Markdown files that help your assistant reliably perform Make-specific tasks, including building scenarios, configuring modules, and connecting to Make MCP server”
- [probe] https://developers.make.com/mcp-server“official MCP server documented at https://developers.make.com/mcp-server”
Built-in AI = 28.6 ÷ 90 × 100 = 31.8
Automation55.0/100×0.15 of the PA blend
Depth of automation primitives — rules, scheduling, bulk operations, webhooks.
Perform bulk operations across many items at onceweight 2
2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max
- [claimed-docs] https://help.make.com/webhooks“custom webhooks allow you to create a url to which you can send any data”
- [claimed-docs] https://help.make.com/webhooks“If you don't want to run your immediately after a webhook receives data, you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“the whole queue is then processed every time your schedule criteria are met”
- [claimed-docs] https://help.make.com/functions“transform and format data using our range of functions”
- [claimed-docs] https://developers.make.com/api-documentation“The Make API follows the REST API design. Make API is organized into resource-oriented URLs”
- [claimed-docs] https://developers.make.com/mcp-server“Make MCP server allows AI systems, such as large language models (LLMs), to run scenarios and manage the contents of your Make account.”
Define rules that trigger actions automatically on eventsweight 3
3 (weight) × 7 (quality) × 1.0 (full) = 21.0 of 30 max
- [claimed-docs] https://help.make.com/webhooks“custom webhooks allow you to create a url to which you can send any data”
- [claimed-docs] https://help.make.com/webhooks“If you don't want to run your immediately after a webhook receives data, you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“webhooks create a url that you can call from an external app or service, or from another use webhooks to trigger the execution”
- [claimed-docs] https://help.make.com/webhooks“you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“the whole queue is then processed every time your schedule criteria are met”
- [claimed-docs] https://help.make.com/webhooks“webhooks create a url that you can call from an external app or service, or from another use webhooks to trigger the execution of”
- [claimed-docs] https://help.make.com/error-handling“this page helps users navigate errors, diagnose and resolve issues in by providing detailed information on common errors and warnings, error handlers”
- [claimed-docs] https://help.make.com/error-handling“diagnose and resolve issues in by providing detailed information on common errors and warnings, error handlers”
Schedule recurring jobs or workflowsweight 2
2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max
- [claimed-docs] https://help.make.com/scenarios-and-connections“schedule a scenario docid 8rwfo krohjlepg4qhx3 clone a scenario docid\ c8f35kwpicyg1az5vlgehdelete a scenario”
- [claimed-docs] https://help.make.com/webhooks“If you don't want to run your immediately after a webhook receives data, you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“you can schedule your to process all webhook requests periodically”
- [claimed-docs] https://help.make.com/webhooks“the whole queue is then processed every time your schedule criteria are met”
Version, review, and roll back my automationsweight 1
1 (weight) × 5 (quality) × 0.6 (partial) = 3.0 of 10 max
- [claimed-docs] https://help.make.com/scenarios-and-connections“clone a scenario”
- [claimed-docs] https://help.make.com/scenarios-and-connections“scenario history”
- [claimed-docs] https://help.make.com/scenarios-and-connections“schedule a scenario docid 8rwfo krohjlepg4qhx3 clone a scenario docid\ c8f35kwpicyg1az5vlgehdelete a scenario”
Automation = 44.0 ÷ 80 × 100 = 55.0