# Logz.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 2 categories by 7 of 14 models. Page: https://www.gane.ai/index/it/vendors/logz-io

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Log management](https://www.gane.ai/index/it/operations/log-management/index.md) | 2% | 12 | 14% | 7 |
| [SIEM platforms](https://www.gane.ai/index/it/security/siem-platforms/index.md) | 0% | 22 | 0% | 2 |

## What the models said for it

- "Logz.io is the consensus strongest all-around managed pick in 2026" (Muse Glimmer 30B, Logs)
- "Start with Logz.io or Sematext if you want a managed solution with predictable costs" (Kimi K2, Logs)
- "Mid-Market / Fast Time-to-Value | Rapid7 InsightIDR, Blumira, Logz.io" (Gemini 3.5 Flash, SIEM)
- "Best ELK-based, cost-aware SaaS with AI copilot: Logz.io" (GLM 4.7 FlashX, Logs)

## And against it

- "Verdict: Be cautious – capacity waste and feature gaps." (DeepSeek V4 Flash, Logs)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Logz.io, from 24 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- logmanager.com: 13
- coralogix.com: 11
- logz.io: 11 (its own site)
- costbench.com: 9
- getapp.com: 9
- softwareadvice.com: 9
- toolradar.com: 8
- capterra.com: 7
- cubeapm.com: 7
- g2.com: 7

### Pages cited

- https://coralogix.com/guides/top-log-management-tools-compared: 10
- https://logmanager.com/learn/top-log-management-tools: 9
- https://softwareadvice.com/log-management: 8
- https://cubeapm.com/blog/top-log-management-tools: 6
- https://getapp.com/security-software/log-management/org/small-business: 6
- https://toolradar.com/guides/best-log-management-tools: 6
- https://capterra.com/log-management-software: 5
- https://costbench.com/best/best-log-management-for-smb: 5

## In its own words

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

- Positioning: Modern Observability Powered by AI (https://logz.io/)
- For: high-volume users (https://logz.io/pricing)
- Price stated: $0.92 per ingested GB, per day; $0.40 per 1000 time series metrics per day; $0.16 per 1 million spans, per day; $10 per 1M tokens or AI Agent workflow/invocation; billed annually (or monthly for 1.2x the cost). (https://logz.io/pricing)
- Starting price: 0.16 (https://logz.io/pricing)
- Free plan or trial: Completely free for 14 days, no strings attached. (https://logz.io/)
- Integrations claimed: 300 (https://logz.io/)
- Certifications: SOC 2, GDPR, HIPAA, PCI DSS
- Hosting: aws-us-east, AWS
- Customers named: Bright Data, ZipRecruiter, Dish Network, Snyk, The Economist, Life is Good, ThetaRay, Egress

## What it publishes

Every page logz.io exposes, read 2026-09-29: 1919 addresses. By kind, pages and the last 90 days:

- blog: 758 pages, 10 in the last 90 days, latest 2026-09-20
- case study: 39 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 27 pages, 2 in the last 90 days, latest 2026-09-23
- conference or event: 10 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 46 pages, 1 in the last 90 days, latest 2026-08-23
- glossary or explainer: 145 pages, 2 in the last 90 days, latest 2026-08-18
- podcast or video: 6 pages, 0 in the last 90 days, latest undated
- news or press: 70 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-23 webinar or virtual event: Thetaray webinar https://logz.io/learn/thetaray-webinar
- Recent: 2026-09-20 blog: Your feedback becomes the agents memory https://logz.io/blog/orioniq/your-feedback-becomes-the-agents-memory/
- Recent: 2026-08-26 webinar or virtual event: Unlock value from your telemetry webinar https://logz.io/learn/unlock-value-from-your-telemetry-webinar/
- Recent: 2026-08-23 blog: From answers to assets https://logz.io/blog/from-answers-to-assets
- Recent: 2026-08-23 comparison: Logz io vs datadog in 2026 https://logz.io/blog/logz-io-vs-datadog-in-2026/
- Recent: 2026-08-18 glossary or explainer: Agentic observability architecture https://logz.io/learn/presentations/agentic-observability-architecture

## 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.