# CubeAPM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 3 categories by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/cubeapm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Error and crash monitoring](https://www.gane.ai/index/it/developer/error-and-crash-monitoring/index.md) | 0% | 16 | 0% | 4 |
| [Application performance monitoring](https://www.gane.ai/index/it/operations/application-performance-monitoring/index.md) | 0% | 32 | 0% | 2 |
| [Website and synthetic monitoring](https://www.gane.ai/index/it/operations/website-and-synthetic-monitoring/index.md) | 0% | 81 | 50% | 2 |

## What the models said for it

- "If you lean toward developer-friendly, code-based synthetic monitoring or OpenTelemetry-heavy setups." (Grok 4.20, Uptime monitoring)
- "Self-hosted options: SigNoz, CubeAPM (open-source)" (MiniMax M2.5, APM)

## And against it

- "these are overkill and costlier for pure monitoring" (Grok 4.20, Uptime monitoring)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 2 | 1 | 4 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named CubeAPM, from 42 of the 42 answers that named it (only the models that return a source list).

### Domains cited

- cubeapm.com: 41 (its own site)
- coralogix.com: 11
- rollbar.com: 10
- g2.com: 8
- manageengine.com: 8
- middleware.io: 8
- sentry.io: 8
- costbench.com: 7
- motadata.com: 7
- newrelic.com: 7

### Pages cited

- https://cubeapm.com/blog/top-error-tracking-tools: 15
- https://cubeapm.com/blog/top-uptime-monitoring-tools: 7
- https://sentry.io/pricing: 7
- https://coralogix.com/guides/application-performance-monitoring-tools: 5
- https://cubeapm.com/blog/enterprise-monitoring-tools: 5
- https://middleware.io/blog/apm-tools: 5
- https://ones.com/blog/8-best-error-tracking-tools-to-catch-bugs-before-users-do: 5
- https://rollbar.com/blog/best-error-monitoring-tools: 5

## In its own words

What CubeAPM's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Best Observability & APM Platform; a full-stack observability and APM platform; managed observability, inside your cloud. (https://cubeapm.com/)
- For: startups, SaaS companies and others; modern cloud teams (https://cubeapm.com/)
- Price stated: $0.20/GB flat (https://cubeapm.com/)
- Starting price: $0.20/GB (https://cubeapm.com/)
- Free plan or trial: Try Sandbox (https://cubeapm.com/)
- Integrations claimed: 800 (https://cubeapm.com/integrations)
- Certifications: SOC 2, ISO 27001
- Customers named: Delhivery, Mamaearth, redBus, Cashify, bharatpe, ola, cleartrip, policybazaar

## What it publishes

Every page cubeapm.com exposes, read 2026-09-29: 1054 addresses. By kind, pages and the last 90 days:

- blog: 492 pages, 39 in the last 90 days, latest 2026-08-19
- case study: 7 pages, 0 in the last 90 days, latest 2026-03-23
- webinar or virtual event: 1 pages, 1 in the last 90 days, latest 2026-07-01
- comparison: 255 pages, 27 in the last 90 days, latest 2026-07-20
- template or tool: 14 pages, 0 in the last 90 days, latest 2026-03-30
- glossary or explainer: 13 pages, 0 in the last 90 days, latest 2026-05-18
- Recent: 2026-08-19 blog: Sap monitoring complete guide https://cubeapm.com/blog/sap-monitoring-complete-guide
- Recent: 2026-08-19 blog: Log retention costs reduce storage bills https://cubeapm.com/blog/log-retention-costs-reduce-storage-bills
- Recent: 2026-08-19 blog: Log retention best practices https://cubeapm.com/blog/log-retention-best-practices
- Recent: 2026-08-19 blog: Canary deployment monitoring guide https://cubeapm.com/blog/canary-deployment-monitoring-guide
- Recent: 2026-08-19 blog: Monitoring embedding driven search rag pipelines https://cubeapm.com/blog/monitoring-embedding-driven-search-rag-pipelines
- Recent: 2026-08-19 blog: Sap hana monitoring key metrics tools setup guide https://cubeapm.com/blog/sap-hana-monitoring-key-metrics-tools-setup-guide

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.