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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.txtPROBE 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-serverMake 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-serverMake 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.mdPROBE 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-documentationAll requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.
  • [claimed-docs] https://developers.make.com/api-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://help.make.com/webhookscustom webhooks allow you to create a url to which you can send any data
  • [claimed-docs] https://help.make.com/webhookswebhooks 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/webhooksIf 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/webhooksyou can schedule your to process all webhook requests periodically
  • [probe] https://developers.make.com/openapi.jsonPROBE 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-serverTurns your **active** and **on-demand** scenarios into callable tools for AI
  • [claimed-docs] https://developers.make.com/mcp-serverAI 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-serverAI systems like Claude and ChatGPT act as MCP clients of Make MCP server.
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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-agentslearn 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-serverTurns your **active** and **on-demand** scenarios into callable tools for AI
  • [claimed-docs] https://developers.make.com/mcp-serverAI 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-serverAI systems like Claude and ChatGPT act as MCP clients of Make MCP server.
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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-serverMake 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-serverofficial 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-documentationAll requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.
  • [claimed-docs] https://developers.make.com/api-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://developers.make.com/api-documentationIf 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-serverTurns your **active** and **on-demand** scenarios into callable tools for AI
  • [claimed-docs] https://developers.make.com/mcp-serverAI 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-serverMake 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.jsonPROBE 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-serverofficial 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-documentationAll requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.
  • [claimed-docs] https://developers.make.com/api-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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-serverView 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-documentationAll requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.
  • [claimed-docs] https://developers.make.com/api-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [probe] https://developers.make.com/openapi.jsonPROBE 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/webhookscustom webhooks allow you to create a url to which you can send any data
  • [claimed-docs] https://help.make.com/webhookswebhooks 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/webhookswebhooks 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/webhooksIf 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/webhooksthe 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-documentationAll requests to the Make API require authentication with the user authentication token with the relevant scopes enabled.
  • [claimed-docs] https://developers.make.com/api-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://developers.make.com/api-documentationIf 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.mdPROBE 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.jsonPROBE 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-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [probe] https://developers.make.com/api-documentation.mdPROBE 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.jsonPROBE 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-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://developers.make.com/api-documentationIf 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.mdPROBE 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.jsonPROBE 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-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://developers.make.com/mcp-serverView and modify scenarios and their related entities (e.g., connections, webhooks, and data stores)
  • [claimed-docs] https://developers.make.com/mcp-serverAI 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-serverMake 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.jsonPROBE 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-agentslearn about agentic automation with the make ai agents app
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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/webhookscustom webhooks allow you to create a url to which you can send any data
  • [claimed-docs] https://help.make.com/webhooksIf 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/webhookswebhooks 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/webhooksyou can schedule your to process all webhook requests periodically
  • [claimed-docs] https://help.make.com/webhooksthe whole queue is then processed every time your schedule criteria are met
  • [claimed-docs] https://help.make.com/error-handlingthis 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-connectionsscenario history
  • [claimed-docs] https://developers.make.com/mcp-serverTurns your **active** and **on-demand** scenarios into callable tools for AI
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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-agentslearn 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-serverTurns your **active** and **on-demand** scenarios into callable tools for AI
  • [claimed-docs] https://developers.make.com/mcp-serverAI 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-agentslearn about agentic automation with the make ai agents app
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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-serverMake 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-serverofficial 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/webhookscustom webhooks allow you to create a url to which you can send any data
  • [claimed-docs] https://help.make.com/webhooksIf 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/webhooksthe whole queue is then processed every time your schedule criteria are met
  • [claimed-docs] https://help.make.com/functionstransform and format data using our range of functions
  • [claimed-docs] https://developers.make.com/api-documentationThe Make API follows the REST API design. Make API is organized into resource-oriented URLs
  • [claimed-docs] https://developers.make.com/mcp-serverMake 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/webhookscustom webhooks allow you to create a url to which you can send any data
  • [claimed-docs] https://help.make.com/webhooksIf 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/webhookswebhooks 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/webhooksyou can schedule your to process all webhook requests periodically
  • [claimed-docs] https://help.make.com/webhooksthe whole queue is then processed every time your schedule criteria are met
  • [claimed-docs] https://help.make.com/webhookswebhooks 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-handlingthis 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-handlingdiagnose 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-connectionsschedule a scenario docid 8rwfo krohjlepg4qhx3 clone a scenario docid\ c8f35kwpicyg1az5vlgehdelete a scenario
  • [claimed-docs] https://help.make.com/webhooksIf 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/webhooksyou can schedule your to process all webhook requests periodically
  • [claimed-docs] https://help.make.com/webhooksthe 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-connectionsclone a scenario
  • [claimed-docs] https://help.make.com/scenarios-and-connectionsscenario history
  • [claimed-docs] https://help.make.com/scenarios-and-connectionsschedule a scenario docid 8rwfo krohjlepg4qhx3 clone a scenario docid\ c8f35kwpicyg1az5vlgehdelete a scenario

Automation = 44.0 ÷ 80 × 100 = 55.0