| 1 |
GitHub Actions |
|
10/10 |
1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
- Claude Haiku 5.5 (#1) Deeply integrated with GitHub, huge marketplace, low friction for most teams.
- GPT-6 Luna (#1) Best default for GitHub-hosted projects, with broad ecosystem integration and approachable workflow automation.
- Gemini 4 Argon (#1) Unmatched ecosystem integration, vast marketplace, and seamless developer experience right inside GitHub.
- Qwen 3.8 Flash (#1) Default choice now; huge marketplace, tight code coupling, generous free tier.
- DeepSeek V4 Pro (#1) Deepest ecosystem, tight GitHub integration, massive marketplace, unbeatable for most teams.
- GLM-5.3 (#1) Massive ecosystem, native GitHub integration, easy for most teams.
- Kimi K3 (#1) Native GitHub integration, huge marketplace, generous free tier, best overall developer experience.
- MiniMax M3 (#1) Tight GitHub integration, huge marketplace, great for most teams.
- Mistral Large 4 (#1) Native GitHub integration, generous free tier, massive marketplace, best DX for most teams.
- Nemotron 3 Ultra (#1) Native GitHub integration, generous free tier, massive community actions
|
| 2 |
GitLab CI/CD |
|
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) A powerful all-in-one choice combining source control, pipelines, security, and deployment workflows.
- Gemini 4 Argon (#2) The most complete all-in-one DevSecOps platform with deeply integrated, powerful CI/CD pipelines.
- Qwen 3.8 Flash (#2) Best all-in-one: built-in registry, security scanning, superb pipelines.
- DeepSeek V4 Pro (#2) Single application for entire DevOps lifecycle, excellent Auto DevOps, strong k8s support.
- GLM-5.3 (#2) Deep DevOps platform integration with excellent built-in features.
- Kimi K3 (#2) Complete DevOps platform with powerful pipelines, excellent self-hosting and built-in security scanning.
- MiniMax M3 (#2) Powerful pipelines, built-in security, strong for self-hosted setups.
- Mistral Large 4 (#2) Single platform for code, CI/CD, and security; DevSecOps pipelines without tool sprawl.
- Nemotron 3 Ultra (#2) Built-in, single application, excellent Auto DevOps, strong security scanning
|
| 3 |
CircleCI |
|
10/10 |
3 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 4 | 3 |
- Claude Haiku 5.5 (#3) Fast builds, mature caching and parallelism, good developer experience.
- GPT-6 Luna (#3) Mature hosted CI with flexible pipelines, strong caching, and broad language and cloud support.
- Gemini 4 Argon (#3) Blazing fast execution, superior caching, and deep customization for performance-obsessed engineering teams.
- DeepSeek V4 Pro (#3) Blazing fast builds, robust caching, first-class Docker support, great for advanced pipelines.
- MiniMax M3 (#3) Fast, reliable cloud runners, excellent config-as-code experience.
- Nemotron 3 Ultra (#3) Fast, docker-first, excellent caching, great for mobile and parallel jobs
- Qwen 3.8 Flash (#4) Fast, developer-friendly, excellent Docker and macOS build support.
- GLM-5.3 (#4) Fast builds, great developer experience, strong parallelization.
- Kimi K3 (#4) Fast builds, mature orbs ecosystem, strong Docker support and reliable performance at scale.
- Mistral Large 4 (#4) Fast, reliable execution with excellent Docker support and intuitive config.
|
| 4 |
Jenkins |
|
10/10 |
4 | 4 | 4 | 3 | 4 | 3 | 5 | 4 | 3 | 4 |
- Qwen 3.8 Flash (#3) Unmatched plugin ecosystem and self-hosted control, though maintenance-heavy.
- GLM-5.3 (#3) Free, infinitely extensible, unmatched flexibility for complex pipelines.
- Mistral Large 4 (#3) Ultimate flexibility and plugin ecosystem for complex, legacy, or highly custom pipelines.
- Claude Haiku 5.5 (#4) Unmatched plugin ecosystem and flexibility, though it needs upkeep.
- GPT-6 Luna (#4) Highly customizable and extensible, especially for organizations with complex or established self-hosted workflows.
- Gemini 4 Argon (#4) The ultimate open-source standard offering limitless extensibility, though requiring heavy maintenance.
- DeepSeek V4 Pro (#4) Unmatched flexibility via plugins, self-hosted control, still the OSS standard-bearer.
- MiniMax M3 (#4) Most flexible and extensible, huge plugin ecosystem, steep learning curve.
- Nemotron 3 Ultra (#4) Most plugins, infinite extensibility, self-hosted control, huge ecosystem
- Kimi K3 (#5) Most flexible and extensible, massive plugin library, but requires significant maintenance overhead.
|
| 5 |
Azure DevOps |
|
10/10 |
6 | 6 | 7 | 5 | 6 | 5 | 3 | 5 | 5 | 6 |
- Kimi K3 (#3) Deep Microsoft ecosystem integration, flexible pipelines, strong enterprise features and hybrid support.
- Qwen 3.8 Flash (#5) Strong for Microsoft shops; broad language and cloud coverage.
- GLM-5.3 (#5) Enterprise-grade pipelines, tight with Microsoft tooling.
- MiniMax M3 (#5) Best for Microsoft-heavy stacks, deep Azure integration.
- Mistral Large 4 (#5) Deep Microsoft ecosystem integration; pipelines, repos, and boards in one place.
- Claude Haiku 5.5 (#6) Solid pipelines and boards for Microsoft-centric organizations.
- GPT-6 Luna (#6) Strong enterprise option with extensive integrations across Microsoft and multi-platform development environments.
- DeepSeek V4 Pro (#6) Deep Microsoft ecosystem integration, strong enterprise governance, generous free tier.
- Nemotron 3 Ultra (#6) Enterprise-grade, multi-platform, strong Microsoft ecosystem ties
- Gemini 4 Argon (#7) Enterprise-grade reliability with generous parallel jobs and tight Microsoft ecosystem integration.
|
| 6 |
Bitbucket Pipelines |
|
10/10 |
7 | 7 | 8 | 8 | 5 | 7 | 8 | 6 | 6 | 5 |
- DeepSeek V4 Pro (#5) Tight Jira/Bitbucket integration, simple YAML config, great for Atlassian shops.
- Nemotron 3 Ultra (#5) Tight Atlassian integration, simple YAML, good for Jira shops
- MiniMax M3 (#6) Simple setup, ideal for Atlassian-centric teams.
- Mistral Large 4 (#6) Tight Atlassian integration, simple YAML, ideal for Bitbucket-centric teams.
- GPT-6 Luna (#7) Convenient choice for Bitbucket users, with repository-native configuration and Atlassian integrations.
- GLM-5.3 (#7) Simple, clean CI for Atlassian-based teams.
- Gemini 4 Argon (#8) Effortless setup and native Jira traceability make it ideal for Atlassian-centric teams.
- Kimi K3 (#8) Tight Atlassian integration, simple YAML config, good for teams already using Jira and Bitbucket.
|
| 7 |
Buildkite |
|
9/10 |
5 | 5 | 5 | 6 | | 9 | 9 | 8 | 9 | 7 |
- Claude Haiku 5.5 (#5) Hybrid model keeps code and secrets on your own agents; scales well.
- GPT-6 Luna (#5) Excellent for teams wanting fast, scalable pipelines with control over their own build infrastructure.
- Gemini 4 Argon (#5) Best-in-class hybrid architecture combining SaaS orchestration with secure, scalable self-hosted agents.
- Qwen 3.8 Flash (#6) Hosted orchestration with your own runners; great security fit.
- Nemotron 3 Ultra (#7) Hybrid control, fast, scalable, bring-your-own-infrastructure flexibility
- MiniMax M3 (#8) Hybrid SaaS control plane with your own runners, security-friendly.
- GLM-5.3 (#9) Hybrid SaaS/self-hosted model, scalable and reliable.
- Kimi K3 (#9) Hybrid model with your own runners, excellent scalability, great for security-conscious enterprises.
- Mistral Large 4 (#9) Hybrid cloud model offers control, security, and scalability for enterprise needs.
|
| 8 |
Travis CI |
|
6/10 |
9 | | | 7 | 9 | | 6 | | 8 | 8 |
- Kimi K3 (#6) Pioneer in CI, simple setup for open source, though fallen behind in features and innovation.
- Mistral Large 4 (#8) Pioneer of CI-as-code with simple setup, still solid for open source projects.
- Nemotron 3 Ultra (#8) Simple config, historic open-source favorite, good GitHub sync
- Claude Haiku 5.5 (#9) Simple setup historically, but has lost momentum versus leaders.
- DeepSeek V4 Pro (#9) Pioneer of cloud CI, still strong for open source, simple YAML-based setup.
|
| 9 |
Harness |
|
6/10 |
8 | 9 | 6 | | 7 | 8 | | | 10 | |
- Gemini 4 Argon (#6) Enterprise leader featuring AI-driven continuous delivery, automated verification, and robust governance.
- DeepSeek V4 Pro (#7) AI-driven delivery, advanced deployment strategies, strong governance and cost control.
- Claude Haiku 5.5 (#8) Strong deployment verification and cost controls for enterprise delivery.
- GLM-5.3 (#8) Modern enterprise platform with smart deployment verification.
- GPT-6 Luna (#9) Robust platform for orchestrating delivery and deployments across complex enterprise environments.
- Mistral Large 4 (#10) AI-driven deployments, automated rollbacks, and strong progressive delivery features.
|
| 10 |
TeamCity |
|
6/10 |
| 8 | 9 | | | | 7 | 9 | 7 | 9 |
- Kimi K3 (#7) Powerful build chains, excellent .NET support, polished UI and smart build failure analysis.
- Mistral Large 4 (#7) JetBrains quality, powerful build chains, and excellent .NET/Kotlin pipeline support.
- GPT-6 Luna (#8) Polished CI platform with sophisticated build configuration and useful support for larger engineering teams.
- Gemini 4 Argon (#9) Powerful out-of-the-box configuration and superior build chain management from JetBrains.
- MiniMax M3 (#9) JetBrains polish, powerful build chains, strong on-prem story.
- Nemotron 3 Ultra (#9) Powerful Kotlin DSL, great .NET/Java support, smart build queue
|
| 11 |
Argo CD |
|
5/10 |
10 | | 10 | 10 | 8 | 6 | | | | |
- GLM-5.3 (#6) Declarative GitOps standard for Kubernetes deployments.
- DeepSeek V4 Pro (#8) GitOps champion, declarative k8s deployments, ideal for cloud-native teams on Kubernetes.
- Claude Haiku 5.5 (#10) Best-in-class GitOps continuous delivery for Kubernetes workloads.
- Qwen 3.8 Flash (#10) The standard for Kubernetes GitOps continuous delivery.
|
| 12 |
Drone |
|
3/10 |
| 10 | | | | | | 7 | | 10 |
- MiniMax M3 (#7) Lightweight, container-native, great for modern cloud-native workflows.
- Nemotron 3 Ultra (#10) Container-native, lightweight, simple YAML, self-hosted or cloud
|
| 13 |
Bamboo |
|
3/10 |
| | | 9 | | 10 | 10 | | | |
- Qwen 3.8 Flash (#9) Solid Jira/Bitbucket integration for Atlassian-centric teams.
|
| 14 |
AWS CodePipeline |
|
2/10 |
| | | | 10 | | | 10 | | |
- DeepSeek V4 Pro (#10) Native AWS integration, serverless execution, seamless with the broader AWS toolchain.
|