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How Bitbucket’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 Score14/100

Agent-ready 19.0 × 0.30 = 5.70

API quality 0.0 × 0.20 = 0.00

Openness 9.0 × 0.20 = 1.80

Built-in AI 26.7 × 0.15 = 4.00

Automation 16.5 × 0.15 = 2.48

(5.70 + 0.00 + 1.80 + 4.00 + 2.48) ÷ (0.30 + 0.20 + 0.20 + 0.15 + 0.15) = 13.98 ÷ 1.00 = 14.0

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-ready19.0/100×0.30 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) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.com/.well-known/openapi.json)

Run the product headlessly / in CI for automationweight 2

2 (weight) × 7 (quality) × 1.0 (full) = 14.0 of 20 max

  • [claimed-docs] https://bitbucket.org/productRun CI/CD workflows across your organization using hosted or private runners—or both, with centralized visibility across pipeline status, testing policies, deployment environments and more, no infrastructure needed.
  • [claimed-docs] https://bitbucket.org/productUse our built-in CI/CD tool, Bitbucket Pipelines, to create powerful, automated workflows. Or connect Bitbucket Cloud to on-prem CI/CD tools like Bamboo or Jenkins.
  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.

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

  • [probe] https://github.com/atlassian/atlassian-mcp-serverofficial MCP server documented at https://github.com/atlassian/atlassian-mcp-server
  • [claimed-docs] https://bitbucket.org/productAccess the latest models with Rovo — in your terminal or in your IDE.

Connect an agent via an official MCP serverweight 3

3 (weight) × 7 (quality) × 1.0 (full) = 21.0 of 30 max

  • [probe] https://github.com/atlassian/atlassian-mcp-serverofficial MCP server documented at https://github.com/atlassian/atlassian-mcp-server

Use an official CLIweight 2

2 (weight) × 4 (quality) × 0.6 (partial) = 4.8 of 20 max

  • [claimed-docs] https://bitbucket.org/productAccess the latest models with Rovo — in your terminal or in your IDE.

Drive the product through a documented public APIweight 3

3 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 30 max

  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.com/.well-known/openapi.json)

Issue scoped/least-privilege API credentials for an agentweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://bitbucket.org/productControl permissions at the workspace, project, or repo level, and define granular branch‑level, environment‑level, and package permissions — including container images and tags.

Build against official SDKsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.com/.well-known/openapi.json)

Subscribe to events via webhooksweight 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

Agent-ready = 39.8 ÷ 210 × 100 = 19.0

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

  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.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

  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.com/.well-known/openapi.json)
  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md

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

  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.com/.well-known/openapi.json)

API quality = 0.0 ÷ 70 × 100 = 0.0

Openness9.0/100×0.20 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) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.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

  • [probe] https://support.atlassian.com/llms.txtPROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt
  • [probe] https://support.atlassian.com/bitbucket-cloud.mdPROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md
  • [probe] https://support.atlassian.com/openapi.jsonPROBE openapi: all candidate paths 404 (https://support.atlassian.com/openapi.json, https://support.atlassian.com/swagger.json, https://support.atlassian.com/api/openapi.json, https://support.atlassian.com/.well-known/openapi.json)

Read the product's source under an open licenseweight 2

n/a — not applicable to this product: excluded from numerator and denominator

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Self-host the core productweight 3

3 (weight) × 4 (quality) × 0.6 (partial) = 7.2 of 30 max

  • [claimed-docs] https://bitbucket.org/productOur free app moves your code and users from Bitbucket Server or Data Center to Cloud.
  • [claimed-docs] https://bitbucket.org/productSign up for a free Bitbucket Cloud Premium trial for the same user count and duration as your Bitbucket Data Center license.

Openness = 7.2 ÷ 80 × 100 = 9.0

Built-in AI26.7/100×0.15 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) × 6 (quality) × 0.6 (partial) = 7.2 of 20 max

  • [claimed-docs] https://bitbucket.org/productOur AI code reviewer reviews all code changes and suggests fixes so you can merge faster.
  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productAccess the latest models with Rovo — in your terminal or in your IDE.

Set up automations that run autonomously in the backgroundweight 2

2 (weight) × 5 (quality) × 0.6 (partial) = 6.0 of 20 max

  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productRun CI/CD workflows across your organization using hosted or private runners—or both, with centralized visibility across pipeline status, testing policies, deployment environments and more, no infrastructure needed.

Delegate tasks to a built-in AI assistant inside the productweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

  • [claimed-docs] https://bitbucket.org/productOur AI code reviewer reviews all code changes and suggests fixes so you can merge faster.
  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productAccess the latest models with Rovo — in your terminal or in your IDE.

Operate the product with natural-language commandsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://bitbucket.org/productOur AI code reviewer reviews all code changes and suggests fixes so you can merge faster.
  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productAccess the latest models with Rovo — in your terminal or in your IDE.

Built-in AI = 24.0 ÷ 90 × 100 = 26.7

Automation16.5/100×0.15 of the PA blend

Depth of automation primitives — rules, scheduling, bulk operations, webhooks.

Perform bulk operations across many items at onceweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

no evidence cited — the verdict rests on absence of evidence, re-checked on refresh

Define rules that trigger actions automatically on eventsweight 3

3 (weight) × 6 (quality) × 0.6 (partial) = 10.8 of 30 max

  • [claimed-docs] https://bitbucket.org/productwhen you include your issue key in commits, your Jira issue statuses update automatically
  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productEnforce code quality policies and compliance requirements across the organization with standardized, customizable merge checks.
  • [claimed-docs] https://bitbucket.org/productRun CI/CD workflows across your organization using hosted or private runners—or both, with centralized visibility across pipeline status, testing policies, deployment environments and more, no infrastructure needed.
  • [claimed-docs] https://bitbucket.org/productUse our built-in CI/CD tool, Bitbucket Pipelines, to create powerful, automated workflows. Or connect Bitbucket Cloud to on-prem CI/CD tools like Bamboo or Jenkins.

Schedule recurring jobs or workflowsweight 2

2 (weight) × 0 (quality) × 0.0 (none) = 0.0 of 20 max

  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productRun CI/CD workflows across your organization using hosted or private runners—or both, with centralized visibility across pipeline status, testing policies, deployment environments and more, no infrastructure needed.
  • [claimed-docs] https://bitbucket.org/productUse our built-in CI/CD tool, Bitbucket Pipelines, to create powerful, automated workflows. Or connect Bitbucket Cloud to on-prem CI/CD tools like Bamboo or Jenkins.

Version, review, and roll back my automationsweight 1

1 (weight) × 4 (quality) × 0.6 (partial) = 2.4 of 10 max

  • [claimed-docs] https://bitbucket.org/productTrigger AI-powered workflows to automate tedious tasks: clean up feature flags, update docs, draft release notes, fix flaky tests, and more — all from your pipeline.
  • [claimed-docs] https://bitbucket.org/productBe confident in your software delivery by enforcing coding standards, CI/CD policies, and change management workflows across all teams and repositories.
  • [claimed-docs] https://bitbucket.org/productEnforce code quality policies and compliance requirements across the organization with standardized, customizable merge checks.
  • [claimed-docs] https://bitbucket.org/productRun CI/CD workflows across your organization using hosted or private runners—or both, with centralized visibility across pipeline status, testing policies, deployment environments and more, no infrastructure needed.
  • [claimed-docs] https://bitbucket.org/productUse our built-in CI/CD tool, Bitbucket Pipelines, to create powerful, automated workflows. Or connect Bitbucket Cloud to on-prem CI/CD tools like Bamboo or Jenkins.

Automation = 13.2 ÷ 80 × 100 = 16.5