Humanloop vs Portkey
Side-by-side from the Top 11 ranking of The 11 Best Prompt Engineering & Prompt Management Tools (2026). Last verified May 31, 2026.
The short answer
Humanloop ranks higher on Top 11 (#2 vs #6) for AI engineers managing and versioning production prompts. Unmatched for model evaluation and integrating human feedback loops.
At a glance
| Humanloop | Portkey | |
|---|---|---|
| Top 11 rank | #2 / The 11 Best Prompt Engineering & Prompt Management Tools (2026) | #6 / The 11 Best Prompt Engineering & Prompt Management Tools (2026) |
| Score (out of 9.4) | 9.1 | 8.2 |
| Best for | Evaluation and human feedback | AI gateway and prompt management |
| Pricing | $$$ ($200 to $2,000+/mo) | $$ ($100 to $1,000+/mo) |
| HQ | London, UK | Bengaluru, India |
| Founded | 2020 | 2023 |
Humanloop
Unmatched for model evaluation and integrating human feedback loops.
humanloop.com/See full entry in The 11 Best Prompt Engineering & Prompt Management Tools (2026)
Portkey
Combines a robust AI gateway with solid prompt management tools.
portkey.ai/See full entry in The 11 Best Prompt Engineering & Prompt Management Tools (2026)
Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.