# Splunk: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 113 judge labels across 16 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/splunk

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Log management](https://www.gane.ai/index/it/operations/log-management/index.md) | 0% | 77 | 46% | 61 |
| [AIOps platforms](https://www.gane.ai/index/it/operations/aiops-platforms/index.md) | 0% | 92 | 38% | 16 |
| [Application performance monitoring](https://www.gane.ai/index/it/operations/application-performance-monitoring/index.md) | 0% | 73 | 67% | 9 |
| [Infrastructure monitoring](https://www.gane.ai/index/it/operations/infrastructure-monitoring/index.md) | 0% | 44 | 29% | 7 |
| [Network detection and response](https://www.gane.ai/index/it/security/network-detection-and-response/index.md) | 0% | 82 | 25% | 4 |
| [Data quality and observability](https://www.gane.ai/index/it/it-data/data-quality-and-observability/index.md) | 0% | 47 | 0% | 3 |
| [Insider risk management](https://www.gane.ai/index/it/security/insider-risk-management/index.md) | 0% | 28 | 0% | 3 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 71 | 0% | 2 |
| [Data loss prevention](https://www.gane.ai/index/it/security/data-loss-prevention/index.md) | 0% | 73 | 0% | 1 |
| [Error and crash monitoring](https://www.gane.ai/index/it/developer/error-and-crash-monitoring/index.md) | 0% | 41 | 100% | 1 |
| [Extended detection and response](https://www.gane.ai/index/it/security/extended-detection-and-response/index.md) | 0% | 71 | 100% | 1 |
| [Identity threat detection and response](https://www.gane.ai/index/it/identity/identity-threat-detection-and-response/index.md) | 0% | 106 | 0% | 1 |
| [Incident management and on-call](https://www.gane.ai/index/it/operations/incident-management-and-on-call/index.md) | 0% | 67 | 100% | 1 |
| [Managed detection and response](https://www.gane.ai/index/it/security/managed-detection-and-response/index.md) | 0% | 58 | 0% | 1 |
| [Network monitoring and management](https://www.gane.ai/index/it/network/network-monitoring-and-management/index.md) | 0% | 66 | 0% | 1 |
| [OT and IoT security](https://www.gane.ai/index/it/security/ot-and-iot-security/index.md) | 0% | 126 | 100% | 1 |

## What the models said for it

- "If Security/Compliance is #1: Go with Splunk or LogRhythm." (Qwen 3.7 Flash, Logs)
- "Choose Splunk if you need very deep search/query power and are prepared for enterprise-level complexity and cost." (GPT-5.4 mini, Logs)
- "Choose Splunk when security analytics, compliance, ecosystem depth, and hybrid deployment matter more than cost." (Perplexity Sonar, Logs)
- "Choose Splunk when monitoring must closely integrate with enterprise log analytics and security operations." (Perplexity Sonar, Infra monitoring)

## And against it

- "Avoid enterprise platforms such as Splunk or Datadog unless their broader observability and security features justify substantially higher costs." (Perplexity Sonar, Logs)
- "Avoid Splunk Enterprise for now. While it has a free trial, its paid enterprise plans are notoriously expensive for small budgets" (Qwen 3.7 Flash, Logs)
- "notoriously expensive and resource-heavy... Many migrate away due to costs—avoid unless you have massive log needs and a big budget." (Grok 4.20, APM)
- "Splunk is frequently cited as expensive, especially as data volume grows... making it a poor choice for those with limited budgets." (Mistral Small, Logs)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 5 | 5 | 12 |
| GPT-5.4 mini | 0 | 3 | 2 | 2 | 7 |
| Gemini 3.5 Flash | 0 | 2 | 1 | 2 | 5 |
| Perplexity Sonar | 0 | 3 | 2 | 3 | 8 |
| Grok 4.20 | 0 | 1 | 3 | 10 | 14 |
| Mistral Small | 0 | 1 | 5 | 1 | 7 |
| DeepSeek V4 Flash | 0 | 1 | 3 | 3 | 7 |
| Llama 4 Maverick | 0 | 2 | 3 | 1 | 6 |
| Qwen 3.7 Flash | 1 | 1 | 4 | 10 | 16 |
| Kimi K2 | 0 | 1 | 1 | 4 | 6 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 3 | 5 |
| MiniMax M2.5 | 0 | 1 | 6 | 0 | 7 |
| GPT-6 Luna | 0 | 1 | 1 | 1 | 3 |
| Muse Glimmer 30B | 0 | 2 | 6 | 2 | 10 |

## Sources returned with these answers

The sites and pages cited by the answers that named Splunk, from 253 of the 320 answers that named it (only the models that return a source list).

### Domains cited

- coralogix.com: 72
- g2.com: 59
- motadata.com: 54
- softwareadvice.com: 54
- newrelic.com: 50
- cubeapm.com: 47
- logmanager.com: 45
- openobserve.ai: 45
- splunk.com: 45 (its own site)
- toolradar.com: 44

### Pages cited

- https://coralogix.com/guides/top-log-management-tools-compared: 53
- https://logmanager.com/learn/top-log-management-tools: 36
- https://softwareadvice.com/log-management: 31
- https://ciopages.com/buyer-guides/log-management: 30
- https://cubeapm.com/blog/top-log-management-tools: 28
- https://toolradar.com/guides/best-log-management-tools: 27
- https://grepr.ai/blog/best-log-management-tools-in-2026-a-realists-buying-guide: 26
- https://openobserve.ai/blog/log-management-tools.md: 23

## In its own words

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

- Positioning: Data Platform for Security, Observability & AI (https://splunk.com/)
- For: SecOps、ITOps 和 NetOps 团队 (https://www.splunk.com/zh_cn/products/aipod.html)
- Price stated: All pricing is in U.S. Dollars. For a formal quote, please contact your account team. Pricing and availability are subject to change. (https://www.splunk.com/en_us/training/pricing.html)
- Free plan or trial: This course is also available as video-only eLearning for free. (https://www.splunk.com/en_us/training/pricing.html)
- Integrations claimed: 2000 (https://splunk.com/)
- Customers named: Progressive Insurance, Singapore Airlines, Carrefour, Specsavers, LINEヤフー株式会社

## What it publishes

Every page splunk.com exposes, read 2026-09-29: 10725 addresses. By kind, pages and the last 90 days:

- blog: 2939 pages, 8 in the last 90 days, latest 2026-09-17
- case study: 241 pages, 0 in the last 90 days, latest 2021-01-01
- webinar or virtual event: 13 pages, 0 in the last 90 days, latest 2024-06-03
- conference or event: 58 pages, 0 in the last 90 days, latest 2026-06-15
- report or ebook: 28 pages, 0 in the last 90 days, latest 2024-12-10
- comparison: 81 pages, 2 in the last 90 days, latest 2026-09-11
- template or tool: 8 pages, 0 in the last 90 days, latest 2025-09-08
- glossary or explainer: 718 pages, 9 in the last 90 days, latest 2026-09-23
- podcast or video: 357 pages, 5 in the last 90 days, latest 2026-09-24
- news or press: 199 pages, 0 in the last 90 days, latest 2025-11-20
- Recent: 2026-09-24 podcast or video: Seamless security realized how splunk and aws enable machine speed threat mitigation through unified telemetry https://www.splunk.com/en_us/resources/videos/seamless-security-realized-how-splunk-and-aws-enable-machine-speed-threat-mitigation-through-unified-telemetry.html
- Recent: 2026-09-23 glossary or explainer: Openai swarm framework https://www.splunk.com/en_us/blog/learn/openai-swarm-framework.html
- Recent: 2026-09-23 podcast or video: Splunk aws building the agentic enterprise together https://www.splunk.com/en_us/resources/videos/splunk-aws-building-the-agentic-enterprise-together.html
- Recent: 2026-09-23 podcast or video: From alert fatigue to action native security hub findings in splunk https://www.splunk.com/en_us/resources/videos/from-alert-fatigue-to-action-native-security-hub-findings-in-splunk.html
- Recent: 2026-09-22 glossary or explainer: Agent frameworks https://www.splunk.com/en_us/blog/learn/agent-frameworks.html
- Recent: 2026-09-22 glossary or explainer: Agent performance metrics https://www.splunk.com/en_us/blog/learn/agent-performance-metrics.html

## 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.