PromptLayer vs Langfuse

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

PromptLayer ranks higher on Top 11 (#3 vs #4) for AI engineers managing and versioning production prompts. The definitive tool for logging and versioning every prompt request.

At a glance

PromptLayerLangfuse
Top 11 rank#3 / Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026#4 / Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026
Score (out of 9.4)8.98.7
Best forLogging and prompt version historyOpen-source observability and tracing
Pricing$$ ($99 to $999/mo)$$ ($0 to $1,500+/mo)
HQNew York, USABerlin, Germany
Founded20222023

Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.