Datadog vs Portkey
Side-by-side from the Top 11 rankings of Datadog vs Dynatrace vs New Relic: 11 Best IT Infrastructure Monitoring Software Tools 2026 and Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026. Last verified June 19, 2026.
The short answer
Datadog ranks higher on Top 11 (#1 vs #6) for IT teams monitoring server uptime, network health, and application performance / AI engineers managing and versioning production prompts. The best unified platform for its ease of use and massive integration library.
At a glance
| Datadog | Portkey | |
|---|---|---|
| Top 11 rank | #1 / Datadog vs Dynatrace vs New Relic: 11 Best IT Infrastructure Monitoring Software Tools 2026 | #6 / Vellum vs Humanloop vs PromptLayer: 11 Best Prompt Engineering & Prompt Management Tools 2026 |
| Score (out of 9.4) | 9.3 | 8.2 |
| Best for | Unified cloud-scale monitoring | AI gateway and prompt management |
| Pricing | $$ ($15 to $45/host/mo) | $$ ($100 to $1,000+/mo) |
| HQ | New York, USA | Bengaluru, India |
| Founded | 2010 | 2023 |
Datadog
The best unified platform for its ease of use and massive integration library.
www.datadoghq.com/Methodology and scoring weights live at /methodology. No vendor pays for placement — see about.