# Galileo: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/galileo

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 46 | 0% | 2 |
| [LLM gateways and observability](https://www.gane.ai/index/it/it-data/llm-gateways-and-observability/index.md) | 0% | 46 | 0% | 1 |

## What the models said for it

- "Tools like Portkey or Galileo if they offer strong zero-trust features." (Grok 4.20, LLM gateways)
- "if you're in a regulated industry, prioritize Galileo or IBM" (Grok 4.20, AI governance)

## 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 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |
| 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 Galileo, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- aicompliancevendors.com: 2
- aimultiple.com: 2
- galileo.ai: 2 (its own site)
- github.com: 2
- infomineo.com: 2
- strac.io: 2
- superblocks.com: 2
- toolradar.com: 2
- upguard.com: 2
- acunagrc.com: 1

### Pages cited

- https://aicompliancevendors.com/guides/ai-governance-tools-for-startups: 2
- https://aimultiple.com/ai-governance-tools: 2
- https://galileo.ai/blog/best-ai-governance-platforms-regulated-industries: 2
- https://infomineo.com/artificial-intelligence/best-ai-governance-tools-in-2026-top-platforms-compared: 2
- https://strac.io/blog/best-ai-governance-tools-and-software: 2
- https://superblocks.com/blog/ai-governance-solutions: 2
- https://toolradar.com/guides/best-ai-governance-tools: 2
- https://upguard.com/blog/best-ai-governance-platforms: 2

## In its own words

What Galileo's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI observability and eval engineering platform where offline evals become production guardrails. (https://galileo.ai/)
- For: AI teams (https://galileo.ai/)
- Price stated: Start for free and upgrade when you're ready to customize your evaluations and scale your AI applications to production. (https://galileo.ai/case-studies)
- Free plan or trial: Get Started for Free (https://galileo.ai/)
- Customers named: Writer, Outshift by Cisco, Ema, NVIDIA, Satisfi Labs, MongoDB, CrewAI, HP

## What it publishes

Every page galileo.ai exposes, read 2026-09-29: 1394 addresses. By kind, pages and the last 90 days:

- blog: 451 pages, 3 in the last 90 days, latest 2026-09-28
- case study: 6 pages, 6 in the last 90 days, latest 2026-09-28
- webinar or virtual event: 20 pages, 20 in the last 90 days, latest 2026-09-28
- conference or event: 13 pages, 10 in the last 90 days, latest 2026-09-28
- report or ebook: 3 pages, 3 in the last 90 days, latest 2026-09-28
- comparison: 43 pages, 2 in the last 90 days, latest 2026-09-28
- template or tool: 2 pages, 1 in the last 90 days, latest 2026-09-28
- glossary or explainer: 73 pages, 21 in the last 90 days, latest 2026-09-28
- Recent: 2026-09-28 report or ebook: Mastering agents ebook https://galileo.ai/mastering-agents-ebook
- Recent: 2026-09-28 report or ebook: Building trust in generative ai ebook https://galileo.ai/building-trust-in-generative-ai-ebook
- Recent: 2026-09-28 blog: Mastering llm as a judge https://galileo.ai/mastering-llm-as-a-judge
- Recent: 2026-09-28 blog: Mastering multi agent systems https://galileo.ai/mastering-multi-agent-systems
- Recent: 2026-09-28 report or ebook: Owasp whitepaper https://galileo.ai/owasp-whitepaper
- Recent: 2026-09-28 blog: State of eval engineering report https://galileo.ai/state-of-eval-engineering-report

## 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.