Support · field · Manage Information Technology (IT) 8.5
Develop and manage services/solutions
Build software: the SDLC toolchain that plans, codes, and ships applications, and the AI/ML platform layer that is the defining 2026 addition to how solutions are developed.
Ranked software · 6 tools · snapshot 2026-Q3
SDLC / Developer Tools
GitHub
The default code, CI (Actions), and AI-assisted development platform; Microsoft is GitHub-first.
RANK #1 as of 2026-Q3 ranking basis
Atlassian (Jira + Bitbucket)
2026 DevSecOps MQ Leader (Jira + Bitbucket); replaces Azure DevOps, which is in managed decline. GitHub Copilot and Cursor are now core to this row.
RANK #3 as of 2026-Q3 ranking basis
AI / ML Platforms
Azure OpenAI Service
Enterprise foundation-model access (GPT family) through Azure; the leading managed frontier-model platform.
RANK #1 as of 2026-Q3 ranking basis
Claude
Frontier foundation models (Claude) for enterprise AI development and agents.
RANK #2 as of 2026-Q3 ranking basis
Google Vertex AI
Managed ML and foundation-model platform on Google Cloud; Databricks/MLflow and GitHub Copilot/Cursor round out the MLOps and AI-coding layers.
RANK #3 as of 2026-Q3 ranking basis