# Anyscale: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/anyscale

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 31 | 0% | 3 |

## 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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Anyscale, from 4 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- thirstysprout.com: 3
- eweek.com: 2
- g2.com: 2
- learn.g2.com: 2
- rankite.com: 2
- spaceotechnologies.com: 2
- agilityportal.io: 1
- amyrasheldon.medium.com: 1
- bestdevops.com: 1
- cake.ai: 1

### Pages cited

- https://thirstysprout.com/post/best-machine-learning-platforms: 3
- https://eweek.com/big-data-and-analytics/machine-learning-solutions: 2
- https://learn.g2.com/best-data-science-ml-platforms: 2
- https://rankite.com/blog/best-machine-learning-platforms: 2
- https://spaceotechnologies.com/blog/machine-learning-platforms: 2
- https://agilityportal.io/blog/best-machine-learning-systems: 1
- https://amyrasheldon.medium.com/top-7-machine-learning-platforms-for-developers-in-2025-the-ultimate-guide-5e8bf3cec583: 1
- https://bestdevops.com/top-10-machine-learning-platforms-features-pros-cons-and-comparison: 1

## In its own words

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

- Positioning: Production-scale AI with Ray (https://anyscale.com/)
- For: AI builders (https://anyscale.com/)
- Price stated: Pricing (https://anyscale.com/)
- Starting price: $100 Credit (https://anyscale.com/)
- Free plan or trial: Start for Free (https://anyscale.com/)
- Certifications: SOC 2 Type II, ISO 27001
- Hosting: AWS, GCP, Azure, Nebius, CoreWeave
- Customers named: Physical Intelligence, attentive, Geotab, Onepot AI, Bedrock Robotics, Multiply Labs, Bonsai, Coactive AI

## What it publishes

Every page anyscale.com exposes, read 2026-09-29: 1147 addresses. By kind, pages and the last 90 days:

- blog: 307 pages, 18 in the last 90 days, latest 2026-08-25
- case study: 19 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 44 pages, 22 in the last 90 days, latest 2026-09-29
- conference or event: 176 pages, 7 in the last 90 days, latest 2026-09-29
- report or ebook: 22 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 5 pages, 0 in the last 90 days, latest undated
- news or press: 20 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-29 conference or event: Ray summit 2022 stories large language models https://www.anyscale.com/blog/ray-summit-2022-stories-large-language-models
- Recent: 2026-09-29 conference or event: Ray summit 2024 recap https://www.anyscale.com/blog/ray-summit-2024-recap
- Recent: 2026-09-29 conference or event: Ray summit 2025 anyscale product updates https://www.anyscale.com/blog/ray-summit-2025-anyscale-product-updates
- Recent: 2026-09-29 webinar or virtual event: Scaling robot policy evaluations to thousands of parallel simulations https://www.anyscale.com/resources/webinar/scaling-robot-policy-evaluations-to-thousands-of-parallel-simulations
- Recent: 2026-09-29 webinar or virtual event: Building scalable ai with ray https://www.anyscale.com/resources/webinar/building-scalable-ai-with-ray
- Recent: 2026-09-29 webinar or virtual event: Agentic ai mcp hands on https://www.anyscale.com/resources/webinar/agentic-ai-mcp-hands-on

## 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.