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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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/product“Run 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/product“Use 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/product“Trigger 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-server“official MCP server documented at https://github.com/atlassian/atlassian-mcp-server”
- [claimed-docs] https://bitbucket.org/product“Access 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-server“official 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/product“Access 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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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/product“Control 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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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.json“PROBE 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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE 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.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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.txt“PROBE llms.txt: HTTP 404 at https://support.atlassian.com/llms.txt”
- [probe] https://support.atlassian.com/bitbucket-cloud.md“PROBE docs-md: HTTP 404 at https://support.atlassian.com/bitbucket-cloud.md”
- [probe] https://support.atlassian.com/openapi.json“PROBE 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/product“Our free app moves your code and users from Bitbucket Server or Data Center to Cloud.”
- [claimed-docs] https://bitbucket.org/product“Sign 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/product“Our AI code reviewer reviews all code changes and suggests fixes so you can merge faster.”
- [claimed-docs] https://bitbucket.org/product“Trigger 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/product“Access 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/product“Trigger 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/product“Run 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/product“Our AI code reviewer reviews all code changes and suggests fixes so you can merge faster.”
- [claimed-docs] https://bitbucket.org/product“Trigger 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/product“Access 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/product“Our AI code reviewer reviews all code changes and suggests fixes so you can merge faster.”
- [claimed-docs] https://bitbucket.org/product“Trigger 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/product“Access 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/product“when you include your issue key in commits, your Jira issue statuses update automatically”
- [claimed-docs] https://bitbucket.org/product“Trigger 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/product“Enforce code quality policies and compliance requirements across the organization with standardized, customizable merge checks.”
- [claimed-docs] https://bitbucket.org/product“Run 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/product“Use 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/product“Trigger 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/product“Run 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/product“Use 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/product“Trigger 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/product“Be 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/product“Enforce code quality policies and compliance requirements across the organization with standardized, customizable merge checks.”
- [claimed-docs] https://bitbucket.org/product“Run 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/product“Use 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