Portkey vs Microsoft Prompt flow
Side-by-side from the Top 11 ranking of Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026. Last verified May 31, 2026.
The short answer
Portkey ranks higher on Top 11 (#6 vs #11) for AI engineers managing and versioning production prompts. Combines a robust AI gateway with solid prompt management tools.
At a glance
| Portkey | Microsoft Prompt flow | |
|---|---|---|
| Top 11 rank | #6 / Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026 | #11 / Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026 |
| Score (out of 9.4) | 8.2 | — |
| Best for | AI gateway and prompt management | Open-source, code-first framework |
| Pricing | $$ ($100 to $1,000+/mo) | $ ($0, compute costs apply) |
| HQ | Bengaluru, India | Redmond, USA |
| Founded | 2023 | 2023 |
Microsoft Prompt flow
An open-source, code-centric framework for building and evaluating LLM flows.
github.com/microsoft/promptflowMethodology and scoring weights live at /methodology. No vendor pays for placement — see about.