# APM Tools

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [Instana](https://www.vioscale.ai/software/instana) | 82.4 | 21% (low) | - |
| 2 | [Datadog APM](https://www.vioscale.ai/software/datadog-apm) | 70.4 | 46% (low) | - |
| 3 | [Azure Application Insights](https://www.vioscale.ai/software/azure-application-insights) | 69.1 | 27% (low) | - |
| 4 | [Glowroot](https://www.vioscale.ai/software/glowroot) | 67.1 | 2% (low) | - |
| 5 | [New Relic](https://www.vioscale.ai/software/new-relic) | 65.5 | 55% (medium) | - |
| 6 | [Skylight](https://www.vioscale.ai/software/skylight) | 64.5 | 29% (low) | - |
| 7 | [Blackfire](https://www.vioscale.ai/software/blackfire) | 62.7 | 63% (medium) | - |
| 8 | [New Relic](https://www.vioscale.ai/software/new-relic) | 60.4 | 63% (medium) | - |
| 9 | [Dynatrace](https://www.vioscale.ai/software/dynatrace) | 60.2 | 41% (low) | - |
| 10 | [Pyroscope](https://www.vioscale.ai/software/pyroscope) | 58.1 | 64% (medium) | - |
| 11 | [AppDynamics](https://www.vioscale.ai/software/appdynamics) | 57.9 | 44% (low) | - |
| 12 | [Pinpoint APM](https://www.vioscale.ai/software/pinpoint-apm) | 57.8 | 2% (low) | - |
| 13 | [Google Cloud Trace](https://www.vioscale.ai/software/google-cloud-trace) | 55.6 | 30% (low) | - |
| 14 | [Kamon](https://www.vioscale.ai/software/kamon) | 55.5 | 20% (low) | - |
| 15 | [Lumigo](https://www.vioscale.ai/software/lumigo) | 53.3 | 62% (medium) | - |
| 16 | [Scout APM](https://www.vioscale.ai/software/scout-apm) | 50.6 | 27% (low) | - |
| 17 | [Dynatrace](https://www.vioscale.ai/software/dynatrace) | 50.3 | 37% (low) | - |
| 18 | [Elastic APM](https://www.vioscale.ai/software/elastic-apm) | 47.1 | 23% (low) | - |
| 19 | [Tideways](https://www.vioscale.ai/software/tideways) | 46.3 | 62% (medium) | - |
| 20 | [Apache SkyWalking](https://www.vioscale.ai/software/apache-skywalking) | 37.2 | 24% (low) | - |
| 21 | [Parca](https://www.vioscale.ai/software/parca) | 17.3 | 7% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/apm).*