| 1 |
GitHub Actions |
|
10/10 |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
- Claude Haiku 5.5 (#1) Deep GitHub integration, huge marketplace, and low friction for most software teams.
- GPT-6 Luna (#1) Best overall for teams already on GitHub, with broad integrations and approachable workflow automation.
- Gemini 4 Argon (#1) Unbeatable ecosystem integration, massive marketplace of reusable actions, and effortless setup for GitHub users.
- Qwen 3.8 Flash (#1) Dominant default, massive marketplace, seamless with most-used code host.
- DeepSeek V4 Pro (#1) Tightest GitHub integration, massive marketplace, seamless YAML workflows.
- GLM-5.3 (#1) Massive ecosystem, native GitHub integration, generous free tier.
- Kimi K3 (#1) Best ecosystem integration and massive marketplace for teams already on GitHub.
- MiniMax M3 (#1) Tight GitHub integration, massive marketplace, best for most teams
- Mistral Large 4 (#1) Seamless GitHub integration, massive marketplace, generous free tier for teams already on GitHub
- Nemotron 3 Ultra (#1) Native GitHub integration, generous free tier, huge marketplace
|
| 2 |
GitLab |
|
10/10 |
2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
- Claude Haiku 5.5 (#2) Strong built-in pipelines within a complete DevSecOps platform, good for self-hosting.
- GPT-6 Luna (#2) An exceptionally capable, integrated pipeline platform spanning source control, security, and deployment.
- Gemini 4 Argon (#2) Powerful, comprehensive single-application DevOps pipeline with top-tier native security scanning and governance.
- Qwen 3.8 Flash (#2) Best end-to-end single application for source-to-production pipelines.
- DeepSeek V4 Pro (#2) End-to-end DevOps platform with built-in CI, container registry, and Auto DevOps.
- GLM-5.3 (#2) Best built-in DevOps pipeline, deep repository-to-deploy integration.
- Kimi K3 (#2) Most complete all-in-one DevSecOps platform with mature pipelines.
- MiniMax M3 (#2) All-in-one DevOps platform with strong built-in CI
- Mistral Large 4 (#2) Complete DevOps platform from planning to deployment, excellent built-in security scanning
- Nemotron 3 Ultra (#2) Built-in pipelines, all-in-one DevOps platform, generous minutes
|
| 3 |
CircleCI |
|
10/10 |
3 | 4 | 3 | 4 | 3 | 4 | 3 | 3 | 4 | 3 |
- Claude Haiku 5.5 (#3) Fast, mature pipelines with strong caching, parallelism, and Docker support.
- Gemini 4 Argon (#3) Blazing fast execution, superior caching, and great developer experience for complex cloud-native workflows.
- DeepSeek V4 Pro (#3) Blazing fast caching, parallelism, and excellent Docker support.
- Kimi K3 (#3) Fast, flexible, strong caching and excellent cloud and self-hosted options.
- MiniMax M3 (#3) Fast, reliable, great DX for complex pipelines
- Nemotron 3 Ultra (#3) Fast Docker execution, great parallelism, strong config flexibility
- GPT-6 Luna (#4) Mature hosted CI with extensive integrations and reliable support for complex workflows.
- Qwen 3.8 Flash (#4) Fast, developer-friendly builds with strong caching and DORA metrics.
- GLM-5.3 (#4) Fast, developer-friendly pipelines with strong parallelism.
- Mistral Large 4 (#4) Fast, reliable execution with excellent Docker support and intuitive configuration
|
| 4 |
Jenkins |
|
10/10 |
4 | 3 | 5 | 3 | 4 | 3 | 4 | 4 | 3 | 4 |
- GPT-6 Luna (#3) Highly extensible and proven, especially for organizations needing self-hosting and customization.
- Qwen 3.8 Flash (#3) Unmatched plugin ecosystem and flexibility; still the enterprise fallback.
- GLM-5.3 (#3) Infinitely extensible via plugins; still the self-hosted workhorse.
- Mistral Large 4 (#3) Unmatched flexibility and plugin ecosystem, still the open-source standard for complex pipelines
- Claude Haiku 5.5 (#4) Unmatched plugin ecosystem and flexibility, though it needs significant upkeep.
- DeepSeek V4 Pro (#4) Battle-tested, infinitely extensible via plugins, fully self-hosted control.
- Kimi K3 (#4) Unmatched flexibility and plugin ecosystem despite operational overhead.
- MiniMax M3 (#4) Ultimate flexibility via plugins, still dominant on-prem
- Nemotron 3 Ultra (#4) Vast plugin ecosystem, self-hosted control, enterprise standard
- Gemini 4 Argon (#5) The ultimate customizable open-source automation server with a massive plugin ecosystem, despite maintenance overhead.
|
| 5 |
Azure Pipelines |
|
9/10 |
6 | 6 | 6 | 5 | 7 | 8 | 5 | 7 | | 6 |
- Qwen 3.8 Flash (#5) Deep Microsoft/.NET integration, huge enterprise install base.
- Kimi K3 (#5) Powerful cross-platform builds and best fit for Microsoft-centric organizations.
- Claude Haiku 5.5 (#6) Solid multi-language CI/CD with good Azure and Microsoft ecosystem integration.
- GPT-6 Luna (#6) Strong enterprise CI/CD with broad language support and excellent Microsoft ecosystem integration.
- Gemini 4 Argon (#6) Generous parallel jobs, robust hybrid cloud support, and deep integration with enterprise Microsoft environments.
- Nemotron 3 Ultra (#6) Microsoft ecosystem, unlimited free minutes, YAML pipelines
- DeepSeek V4 Pro (#7) Deep Microsoft stack support, robust release management, free for open source.
- MiniMax M3 (#7) Best fit for Microsoft and Azure-centric shops
|
| 6 |
Buildkite |
|
8/10 |
5 | 5 | 4 | 7 | | 9 | 6 | 6 | | 5 |
- Gemini 4 Argon (#4) Best-in-class hybrid architecture combining SaaS orchestration with secure, scalable self-hosted build agents.
- Claude Haiku 5.5 (#5) Hybrid model keeps code and secrets on your infrastructure while using a managed control plane.
- GPT-6 Luna (#5) Flexible, fast pipelines with strong control over agents and execution infrastructure.
- Nemotron 3 Ultra (#5) Hybrid architecture, self-hosted agents, excellent scalability
- Kimi K3 (#6) Scalable hybrid model with strong control over runners and security.
- MiniMax M3 (#6) Hybrid model with powerful agents and control
- Qwen 3.8 Flash (#7) Hosted orchestration with self-hosted agents; great security and speed.
- GLM-5.3 (#9) Hybrid agents scale infinitely with clean, fast pipelines.
|
| 7 |
Bitbucket Pipelines |
|
9/10 |
7 | 7 | 9 | | 5 | 6 | 9 | 5 | 6 | 7 |
- DeepSeek V4 Pro (#5) Native to Atlassian ecosystem, simple YAML config, great Jira tie-in.
- MiniMax M3 (#5) Convenient for Atlassian-centric teams already on Jira
- Mistral Large 4 (#6) Tight Atlassian integration, simple YAML config ideal for Jira-connected teams
- Claude Haiku 5.5 (#7) Simple YAML setup tightly integrated with Bitbucket repositories and Jira.
- GPT-6 Luna (#7) Convenient CI/CD for Bitbucket teams, with straightforward configuration and Atlassian integrations.
- Nemotron 3 Ultra (#7) Atlassian integration, Docker-native, included in plans
- Gemini 4 Argon (#9) Frictionless setup and deep Jira traceability for teams already standardized on the Atlassian ecosystem.
- Kimi K3 (#9) Easy native CI for teams standardized on Bitbucket and Atlassian.
|
| 8 |
Travis CI |
|
6/10 |
10 | | | 6 | 8 | | 8 | | 7 | 9 |
- Mistral Large 4 (#7) Pioneer of CI as a service, still solid for open-source with easy GitHub setup
- DeepSeek V4 Pro (#8) Pioneer of cloud CI, strong open-source community, straightforward setup.
- Kimi K3 (#8) Simple, reliable hosted CI especially good for open-source workflows.
- Nemotron 3 Ultra (#9) Simple config, legacy OSS support, GitHub sync
|
| 9 |
Azure DevOps |
|
5/10 |
| | | | 9 | 5 | 10 | 9 | 5 | |
- GLM-5.3 (#5) Excellent for Microsoft shops; mature pipelines and artifacts.
- Mistral Large 4 (#5) Deep Microsoft ecosystem integration, strong work tracking tied directly to pipelines
|
| 10 |
TeamCity |
|
6/10 |
| 8 | 8 | | | | 7 | 10 | 8 | 10 |
- Kimi K3 (#7) Excellent enterprise features, build chains, and polished developer experience.
- GPT-6 Luna (#8) Polished CI platform offering powerful build configuration and dependable self-hosted operation.
- Gemini 4 Argon (#8) Rock-solid reliability, superior build chain management, and out-of-the-box intelligence from JetBrains.
- Mistral Large 4 (#8) JetBrains quality, powerful build chains and excellent handling of complex dependencies
- MiniMax M3 (#10) Mature JetBrains CI with strong build configurations
|
| 11 |
Harness |
|
4/10 |
| 9 | 7 | 8 | 6 | | | | | |
- DeepSeek V4 Pro (#6) AI-powered delivery, advanced cost governance, modern CD-first approach.
- Gemini 4 Argon (#7) Enterprise-grade continuous delivery with advanced AI-driven verification, governance, and automated rollbacks.
- Qwen 3.8 Flash (#8) Modern CD with AI verification gates and cost governance features.
- GPT-6 Luna (#9) Robust delivery automation with sophisticated deployment strategies and governance features.
|
| 12 |
Argo CD |
|
4/10 |
8 | | 10 | 9 | | 7 | | | | |
- GLM-5.3 (#7) De facto GitOps continuous delivery standard for Kubernetes.
- Claude Haiku 5.5 (#8) Leading GitOps continuous delivery for Kubernetes with a clear reconciliation model.
- Qwen 3.8 Flash (#9) De facto standard GitOps continuous delivery for Kubernetes teams.
- Gemini 4 Argon (#10) The gold standard for declarative, GitOps-based continuous delivery directly inside Kubernetes clusters.
|
| 13 |
Semaphore |
|
2/10 |
| 10 | | | | | | | | 8 |
- Nemotron 3 Ultra (#8) Fast builds, clean UI, Docker layer caching
- GPT-6 Luna (#10) Fast, developer-friendly CI/CD with clean workflows and strong parallel execution.
|
| 14 |
Drone |
|
1/10 |
| | | | | | | 8 | | |
- MiniMax M3 (#8) Lightweight, container-native, open source pipelines
|
| 15 |
Bamboo |
|
1/10 |
| | | | | | | | 9 | |
- Mistral Large 4 (#9) Strong Atlassian integration and deployment projects, though aging interface holds it back
|