Application performance monitoring · RankedDatadog APM
Datadog APM is an application performance monitoring product from Datadog, categorized among observability platforms · datadoghq.com ↗
Strongest at mid-market. Ranked 4 of 73 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
New Relic is first at 60%.
New Relic is first at 61%. 5 of 14 models made it the first choice when asked directly.
Dynatrace is first at 55%.
Why models recommend it
“Datadog - offers the best balance of features, pricing flexibility, and ecosystem integrations that mid-market companies typically need.”MiniMax M2.5 · Direct question · first choice
“Datadog: Best for cloud-native, fast-growing teams with budget who want breadth of integrations and real-time dashboards/analytics.”Muse Glimmer 30B · Direct question · first choice
“widely considered the gold standard for DevOps teams who need to correlate app errors with server CPU spikes instantly”Qwen 3.7 Flash · Comparative question · first choice
“Pick Datadog if you want a very broad, mature cloud observability platform with lots of integrations.”GPT-5.4 mini · Comparative question · first choice
What gives them pause
“Powerful, but dangerous for anyone without deep pockets or rigorous cost monitoring. Avoid if you're a startup or mid-sized company.”DeepSeek V4 Flash · Negative question · warning
“pricing (per-host + usage-based) can explode with scale... many teams end up overpaying or switching after 1–2 years.”Grok 4.20 · Negative question · warning
“Several models suggest being cautious about or potentially avoiding Datadog APM.”Mistral Small · Negative question · warning
“Datadog lists separate charges for APM hosts, ingestion, and indexed spans... not because Datadog or New Relic are inherently bad, but because their pricing has multiple usage dimensions”GPT-6 Luna · Negative question · warning
Also on the shortlist
The products named in the same answers as Datadog APM, over the 219 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 201 | 56 | Compare → | |
| 158 | 36 | Compare → | |
| 87 | 3 | View → | |
| 66 | 4 | Compare → | |
| 55 | 18 | View → | |
| 54 | 5 | Compare → | |
| 47 | 1 | View → | |
| 40 | 1 | View → | |
| 31 | 0 | View → | |
| 26 | 9 | View → |
What the models named instead of Datadog APM →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Datadog APM's own site, not checked by Gane.
- For
- Observe, troubleshoot, and improve cloud-scale applications with all telemetry in context
- Price stated
- View pricing
- Free plan or trial
- Free Trial — Explore the entire Datadog platform for 14 days.
- Customers named
- Forbes
- Also from Datadog
- Datadog AIOps, Datadog Agent, Datadog Cloud Cost Management, Datadog Cloud SIEM, Datadog Cloud Security, Datadog Cloud Security Management and 15 more
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 185 of the 219 answers that named Datadog APM and are not a share of its labels.
Domains cited
518 of the 518 domain citations in answers naming Datadog APM came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 4 | 1 | 5 |
| GPT-5.4 mini | 1 | 2 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 3 | 6 |
| Perplexity Sonar | 2 | 1 | 0 | 1 | 4 |
| Grok 4.20 | 2 | 2 | 0 | 2 | 6 |
| Mistral Small | 1 | 1 | 1 | 1 | 4 |
| DeepSeek V4 Flash | 1 | 3 | 1 | 1 | 6 |
| Llama 4 Maverick | 1 | 0 | 4 | 0 | 5 |
| Qwen 3.7 Flash | 1 | 2 | 2 | 1 | 6 |
| Kimi K2 | 2 | 1 | 0 | 2 | 5 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 1 | 5 |
| MiniMax M2.5 | 2 | 0 | 2 | 1 | 5 |
| GPT-6 Luna | 1 | 1 | 2 | 2 | 6 |
| Muse Glimmer 30B | 2 | 1 | 1 | 2 | 6 |