| 1 |
GitHub Actions |
|
10/10 |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
- Claude Haiku 5.5 (#1) Deeply integrated with repos, huge marketplace, low friction for most teams.
- GPT-6 Luna (#1) Best default for teams using GitHub: integrated workflows, broad ecosystem, and straightforward automation.
- Gemini 4 Argon (#1) Seamless repository integration, massive marketplace of reusable actions, and effortless setup for modern teams.
- Qwen 3.8 Flash (#1) Native to most common repo host; huge marketplace, generous free tier.
- DeepSeek V4 Pro (#1) Tightest GitHub integration, massive marketplace, simple YAML pipelines
- GLM-5.3 (#1) Seamless with GitHub, huge ecosystem, simple pricing, excellent for most teams
- Kimi K3 (#1) Tightest GitHub integration, huge marketplace, generous free minutes for most teams.
- MiniMax M3 (#1) Best integration with GitHub repos and massive marketplace.
- Mistral Large 4 (#1) Best GitHub integration, generous free tier, vast marketplace, easiest developer onboarding.
- Nemotron 3 Ultra (#1) Native GitHub integration; generous free tier
|
| 2 |
GitLab |
|
10/10 |
2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 | 2 |
- Claude Haiku 5.5 (#2) Strong built-in pipelines, registry and security scanning in one platform.
- GPT-6 Luna (#2) Strong all-in-one source control and delivery platform with flexible pipelines and deployment tooling.
- Gemini 4 Argon (#2) Complete all-in-one DevSecOps platform with powerful built-in pipelines and enterprise governance.
- Qwen 3.8 Flash (#2) Tightest single-application pipeline-to-scm integration available.
- DeepSeek V4 Pro (#2) All-in-one DevOps platform, excellent auto-DevOps, self-hosted option
- GLM-5.3 (#2) Built-in full DevOps lifecycle, powerful pipelines, strong security scanning
- Kimi K3 (#2) Complete DevOps platform with built-in registry, security scanning, and self-hosting.
- MiniMax M3 (#2) All-in-one DevOps platform with strong built-in CI/CD.
- Mistral Large 4 (#2) Deeply integrated DevOps from code to deploy, excellent for teams wanting one tool.
- Nemotron 3 Ultra (#2) Built into GitLab; strong Auto DevOps
|
| 3 |
CircleCI |
|
10/10 |
4 | 4 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 3 |
- Gemini 4 Argon (#3) Exceptional build speeds, advanced caching, and unmatched debugging capabilities via direct SSH access.
- DeepSeek V4 Pro (#3) Blazing fast parallel builds, great caching, mature Docker support
- MiniMax M3 (#3) Fast, reliable pipelines with great caching and parallelism.
- Nemotron 3 Ultra (#3) Fast Docker execution; great config reuse
- Claude Haiku 5.5 (#4) Fast, mature pipelines with good caching and parallelism controls.
- GPT-6 Luna (#4) Mature hosted CI with fast pipelines, useful caching, and extensive integrations.
- Qwen 3.8 Flash (#4) Fast, developer-friendly builds with excellent caching and orbs.
- GLM-5.3 (#4) Fast parallel builds, clean config, mature managed runner options
- Kimi K3 (#4) Fast builds, great Docker support, and strong performance tuning options.
- Mistral Large 4 (#4) Fast, flexible pipelines with strong Docker support and reliable performance at scale.
|
| 4 |
Jenkins |
|
10/10 |
3 | 3 | 4 | 3 | 4 | 3 | 5 | 4 | 3 | 4 |
- Claude Haiku 5.5 (#3) Extremely flexible and free, but needs real maintenance effort.
- GPT-6 Luna (#3) Highly customizable and widely adopted, especially for complex environments and self-hosted control.
- Qwen 3.8 Flash (#3) Unmatched plugin ecosystem and self-hosted control; high maintenance burden.
- GLM-5.3 (#3) Most flexible open-source option, plugin ecosystem, self-hosted control
- Mistral Large 4 (#3) Unmatched plugin ecosystem and control; ideal when you need full self-hosted customization.
- Gemini 4 Argon (#4) Infinite customization and a massive plugin ecosystem, despite requiring higher maintenance overhead.
- DeepSeek V4 Pro (#4) Maximum flexibility via plugins, battle-tested, full customization control
- MiniMax M3 (#4) Highly flexible, self-hosted, with enormous plugin ecosystem.
- Nemotron 3 Ultra (#4) Massive plugin ecosystem; self-hosted control
- Kimi K3 (#5) Most flexible and extensible; unmatched plugin ecosystem for complex legacy needs.
|
| 5 |
Azure DevOps |
|
10/10 |
5 | 6 | 5 | 5 | 6 | 5 | 3 | 5 | 5 | 5 |
- Kimi K3 (#3) Best for Microsoft shops; excellent boards, pipelines, and enterprise controls.
- Claude Haiku 5.5 (#5) Solid multi-language support and good fit for Microsoft-centric shops.
- Gemini 4 Argon (#5) Generous parallel job limits, deep Microsoft ecosystem integration, and robust enterprise deployment controls.
- Qwen 3.8 Flash (#5) Strong for .NET/Azure shops; generous free Microsoft-hosted runners.
- GLM-5.3 (#5) Deep Azure integration, generous free tier, multi-language support
- MiniMax M3 (#5) Excellent for Microsoft stacks and Azure deployments.
- Mistral Large 4 (#5) Tight Azure and Microsoft 365 integration with solid boards, repos, and pipelines combined.
- Nemotron 3 Ultra (#5) Deep Azure integration; unlimited free minutes
- GPT-6 Luna (#6) Comprehensive pipelines and enterprise integrations, particularly effective in Microsoft-centric organizations.
- DeepSeek V4 Pro (#6) Deep Azure ecosystem tie-in, robust release management, cross-platform
|
| 6 |
Bitbucket Pipelines |
|
9/10 |
7 | 7 | 8 | | 5 | 6 | 6 | 6 | 6 | 6 |
- DeepSeek V4 Pro (#5) Native Bitbucket integration, simple config, good for Atlassian shops
- GLM-5.3 (#6) Native to Bitbucket, easy setup, good Atlassian ecosystem fit
- Kimi K3 (#6) Simple YAML CI/CD tightly integrated for Atlassian-centric teams.
- MiniMax M3 (#6) Simple YAML configs native to Bitbucket repos.
- Mistral Large 4 (#6) Simple, native Atlassian integration; great for teams already living in Jira and Bitbucket.
- Nemotron 3 Ultra (#6) Native Atlassian stack; simple YAML config
- Claude Haiku 5.5 (#7) Simple setup for teams already hosting code in Bitbucket.
- GPT-6 Luna (#7) Convenient CI/CD for teams already managing repositories and collaboration in Bitbucket.
- Gemini 4 Argon (#8) Frictionless setup for teams already embedded in Jira and the broader Atlassian ecosystem.
|
| 7 |
Buildkite |
|
9/10 |
6 | 5 | 6 | 7 | | 8 | 8 | 10 | 9 | 7 |
- GPT-6 Luna (#5) Scalable hybrid CI that keeps execution infrastructure under your control.
- Claude Haiku 5.5 (#6) Runs pipelines on your own infrastructure with a polished hosted control plane.
- Gemini 4 Argon (#6) Hybrid architecture combining cloud management with fast, secure self-hosted build agents at massive scale.
- Qwen 3.8 Flash (#7) Best hybrid model: your agents, their clean orchestration UI.
- Nemotron 3 Ultra (#7) Hybrid SaaS/agent model; scalable pipelines
- GLM-5.3 (#8) Hybrid cloud/on-prem runners, fast and reliable at scale
- Kimi K3 (#8) Hybrid model scales well; agents run in your infra with clean UI.
|
| 8 |
TeamCity |
|
9/10 |
9 | 8 | 9 | | 9 | 9 | 7 | 8 | 7 | 9 |
- Kimi K3 (#7) Powerful build chains, great .NET support, and excellent enterprise features.
- Mistral Large 4 (#7) JetBrains' robust, build-focused tool with excellent build chain and artifact management.
- GPT-6 Luna (#8) Polished CI platform with powerful build configuration and broad technology support.
- MiniMax M3 (#8) JetBrains' mature CI server with powerful build configurations.
- Claude Haiku 5.5 (#9) Powerful build configuration and strong test reporting, good for complex builds.
- Gemini 4 Argon (#9) Powerful enterprise configuration management, first-class .NET support, and out-of-the-box test intelligence.
- DeepSeek V4 Pro (#9) Powerful build configurations, excellent .NET support, detailed reporting
- GLM-5.3 (#9) Mature enterprise CI, great UX, strong build caching
- Nemotron 3 Ultra (#9) Powerful build chains; JetBrains polish
|
| 9 |
Travis CI |
|
8/10 |
10 | 10 | 10 | 8 | 7 | | 10 | | 8 | 8 |
- DeepSeek V4 Pro (#7) Pioneer in cloud CI, still solid for open-source Linux projects
- Qwen 3.8 Flash (#8) Simple OSS setup but stagnant development; legacy open-source choice.
- Mistral Large 4 (#8) Pioneer of CI as a service; still solid for open source, though less competitive for enterprise.
- Nemotron 3 Ultra (#8) Classic OSS favorite; simple .travis.yml
- Claude Haiku 5.5 (#10) Easy hosted builds, but its popularity and momentum have declined.
- Gemini 4 Argon (#10) Pioneering cloud CI tool that remains simple and reliable for straightforward build workflows.
- Kimi K3 (#10) Simple setup for open-source and smaller projects with minimal maintenance.
|
| 10 |
AWS CodePipeline |
|
4/10 |
| | | 6 | | 10 | 9 | 7 | | |
- Qwen 3.8 Flash (#6) Deep AWS-native integration, though clunky outside that ecosystem.
- MiniMax M3 (#7) Tight AWS integration ideal for cloud-native deployments.
- Kimi K3 (#9) Native fit for AWS-heavy stacks with deep IAM and service integration.
|
| 11 |
Argo CD |
|
3/10 |
8 | | | 9 | | 7 | | | | |
- GLM-5.3 (#7) Best-in-class GitOps for Kubernetes deployments
- Claude Haiku 5.5 (#8) Excellent GitOps-based continuous deployment for Kubernetes workloads.
|
| 12 |
Harness |
|
2/10 |
| 9 | 7 | | | | | | | |
- Gemini 4 Argon (#7) AI-driven continuous delivery with automated canary verifications, cloud cost management, and enterprise governance.
- GPT-6 Luna (#9) Strong delivery automation and deployment controls for teams with advanced release needs.
|
| 13 |
Bamboo |
|
2/10 |
| | | | 8 | | | | 10 | |
- DeepSeek V4 Pro (#8) Tight Jira/Bitbucket integration, on-premise focus, mature release features
- Mistral Large 4 (#10) Atlassian's CI/CD tightly woven into Bitbucket and Jira workflows for enterprise agility.
|
| 14 |
Drone |
|
3/10 |
| | | | 10 | | | 9 | | 10 |
- MiniMax M3 (#9) Lightweight, container-native pipelines, easy self-hosting.
- DeepSeek V4 Pro (#10) Lightweight container-native architecture, simple pipeline-as-code
- Nemotron 3 Ultra (#10) Container-native; lightweight and extensible
|
| 15 |
Google Cloud Build |
|
1/10 |
| | | 10 | | | | | | |
|