{"slug":"atlassian-compass","name":"Atlassian Compass","domain":"atlassian.com","verdict":"As of 2026-07-10, ChatGPT, Claude, Gemini, Grok collectively rank Atlassian Compass #5 of 8 for internal developer platform (one of 6 leaderboards it appears on). Source: https://modelsagree.com/product/atlassian-compass (modelsagree.com, CC BY 4.0).","best_rank":5,"categories":6,"brief":{"category":"best-internal-developer-portals-for-platform-engineering-teams","title":"Best internal developer portals for platform engineering teams","rank":6,"of":6,"top":"Port","day":"2026-07-19","why":[{"t":"Low friction for Atlassian organizations","m":["Claude","Gemini"],"q":"Cheap, low-friction entry for organizations already on Jira/Bitbucket/Confluence"},{"t":"Straightforward catalog and scorecards","m":["Claude","Gemini"],"q":"straightforward service catalog, basic scorecarding, and team metrics"},{"t":"Almost zero configuration","m":["Gemini"],"q":"require almost zero configuration or new infrastructure to spin up"}],"gap":[{"t":"Approval-aware self-service actions","m":["ChatGPT","Gemini","Grok","Claude"],"q":"approval-aware self-service actions"},{"t":"Flexible data-model builder","m":["ChatGPT","Gemini","Grok","Claude"],"q":"a flexible data-model builder (blueprints) rather than a fixed catalog schema"},{"t":"Broad integrations and strong automation","m":["ChatGPT","Grok"],"q":"broad integrations, mature scorecards, dashboards, approval-aware self-service actions, and strong automation"}],"fix":[{"t":"Limited outside the Atlassian ecosystem","m":["Claude","Gemini"],"q":"limited extensibility outside the Atlassian ecosystem"},{"t":"Weak self-service and advanced automation","m":["Claude","Gemini"],"q":"weak self-service actions/scaffolding"},{"t":"Lacking data model flexibility","m":["Gemini"],"q":"lacking the depth of custom integrations, advanced automation, and data model flexibility"}]},"entries":[{"slug":"best-internal-developer-platform","title":"Best internal developer platform","rank":5,"of":8,"score":1,"appearances":1,"modelRanks":{"Claude":5},"reason":"Effortless adoption for the huge Jira/Bitbucket installed base — native Atlassian integration, clean catalog and scorecards, low price, and near-zero setup make it the pragmatic on-ramp to IDP for thousands of teams","reasons":[{"model":"Claude","reason":"Effortless adoption for the huge Jira/Bitbucket installed base — native Atlassian integration, clean catalog and scorecards, low price, and near-zero setup make it the pragmatic on-ramp to IDP for thousands of teams"}],"fixes":[{"model":"Claude","fix":"Close the depth gap — richer self-service actions, more third-party integrations, and better support for non-Atlassian toolchains so it's credible outside Atlassian-centric shops"}],"updated":"2026-07-10","rank_history":{"days":["2026-06-29","2026-06-30","2026-07-08","2026-07-09","2026-07-10"],"ranks":[null,null,null,5,null]},"api":"https://modelsagree.com/api/v1/best/best-internal-developer-platform.json"},{"slug":"best-internal-developer-portals-for-backstage-alternatives","title":"Best Internal Developer Portals for Backstage Alternatives","rank":5,"of":6,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Provides frictionless, cost-effective service cataloging and component health tracking seamlessly integrated into Jira, Bitbucket, and Opsgenie workflows.","reasons":[{"model":"Gemini","reason":"Provides frictionless, cost-effective service cataloging and component health tracking seamlessly integrated into Jira, Bitbucket, and Opsgenie workflows."}],"fixes":[{"model":"Gemini","fix":"Shallow feature set and weak extensibility outside the Atlassian suite, making it useless for organizations operating heterogeneous or non-Atlassian toolchains."}],"updated":"2026-08-09","api":"https://modelsagree.com/api/v1/best/best-internal-developer-portals-for-backstage-alternatives.json"},{"slug":"best-service-catalogs-for-microservices-ownership","title":"Best Service Catalogs for Microservices Ownership","rank":5,"of":6,"score":1,"appearances":1,"modelRanks":{"Gemini":5},"reason":"Delivers instant ownership context for teams embedded in the Jira ecosystem by natively linking microservice components, dependencies, and health metrics directly to Jira issues and incidents.","reasons":[{"model":"Gemini","reason":"Delivers instant ownership context for teams embedded in the Jira ecosystem by natively linking microservice components, dependencies, and health metrics directly to Jira issues and incidents."}],"fixes":[{"model":"Gemini","fix":"Deeply coupled to Atlassian toolchains, offering significantly lower standalone value for engineering orgs using alternative stack workflows."}],"updated":"2026-08-09","api":"https://modelsagree.com/api/v1/best/best-service-catalogs-for-microservices-ownership.json"},{"slug":"best-internal-developer-portals-for-platform-engineering-teams","title":"Best internal developer portals for platform engineering teams","rank":6,"of":6,"score":2,"appearances":2,"modelRanks":{"Claude":5,"Gemini":5},"reason":"Cheap, low-friction entry for organizations already on Jira/Bitbucket/Confluence — catalog, scorecards, and CheckOps integrate natively with the Atlassian graph, and per-user pricing is among the lowest in the category.","reasons":[{"model":"Claude","reason":"Cheap, low-friction entry for organizations already on Jira/Bitbucket/Confluence — catalog, scorecards, and CheckOps integrate natively with the Atlassian graph, and per-user pricing is among the lowest in the category."},{"model":"Gemini","reason":"Provides immense value and low friction for organizations that are already deeply embedded in the Jira, Confluence, and Bitbucket ecosystems. It offers a straightforward service catalog, basic scorecarding, and team metrics that require almost zero configuration or new infrastructure to spin up."}],"fixes":[{"model":"Claude","fix":"Shallowest of the five — weak self-service actions/scaffolding and limited extensibility outside the Atlassian ecosystem; teams not on Atlassian gain little."},{"model":"Gemini","fix":"It is highly restrictive for teams operating outside the Atlassian suite, lacking the depth of custom integrations, advanced automation, and data model flexibility found in standalone portal platforms."}],"updated":"2026-07-18","api":"https://modelsagree.com/api/v1/best/best-internal-developer-portals-for-platform-engineering-teams.json"},{"slug":"best-internal-developer-portals-for-kubernetes-platform-teams","title":"Best internal developer portals for Kubernetes platform teams","rank":9,"of":10,"score":1,"appearances":1,"modelRanks":{"Claude":5},"reason":"Credible pick specifically for Jira/Bitbucket-heavy shops — component catalog, scorecards, and metrics with near-zero adoption friction inside the Atlassian suite, cheap per-seat entry; earns the last spot on distribution and ease, not depth.","reasons":[{"model":"Claude","reason":"Credible pick specifically for Jira/Bitbucket-heavy shops — component catalog, scorecards, and metrics with near-zero adoption friction inside the Atlassian suite, cheap per-seat entry; earns the last spot on distribution and ease, not depth."}],"fixes":[{"model":"Claude","fix":"Shallowest Kubernetes story of the five — weak self-service actions and infra modeling, so a serious K8s platform team will outgrow it."}],"updated":"2026-07-18","api":"https://modelsagree.com/api/v1/best/best-internal-developer-portals-for-kubernetes-platform-teams.json"},{"slug":"best-developer-portals-for-self-service-infrastructure-provisioning","title":"Best developer portals for self-service infrastructure provisioning","rank":10,"of":12,"score":1,"appearances":1,"modelRanks":{"Claude":5},"reason":"Cheapest credible on-ramp for the huge population already on Jira/Bitbucket — component catalog, scorecards, and templates with zero-friction Atlassian integration and aggressive pricing; earns the slot on distribution-adjusted value, not depth.","reasons":[{"model":"Claude","reason":"Cheapest credible on-ramp for the huge population already on Jira/Bitbucket — component catalog, scorecards, and templates with zero-friction Atlassian integration and aggressive pricing; earns the slot on distribution-adjusted value, not depth."}],"fixes":[{"model":"Claude","fix":"The shallowest self-service provisioning of the five and weak outside the Atlassian ecosystem; ambitious platform teams outgrow it."}],"updated":"2026-07-19","api":"https://modelsagree.com/api/v1/best/best-developer-portals-for-self-service-infrastructure-provisioning.json"}],"page":"https://modelsagree.com/product/atlassian-compass","check":"https://modelsagree.com/check?q=Atlassian%20Compass","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}