# Anthropic: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 10 judge labels across 4 categories by 8 of 14 models. Page: https://www.gane.ai/index/it/vendors/anthropic

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Enterprise AI assistants](https://www.gane.ai/index/it/it-data/enterprise-ai-assistants/index.md) | 0% | 27 | 20% | 5 |
| [AI coding assistants](https://www.gane.ai/index/it/developer/ai-coding-assistants/index.md) | 0% | 18 | 0% | 3 |
| [LLM gateways and observability](https://www.gane.ai/index/it/it-data/llm-gateways-and-observability/index.md) | 0% | 61 | 0% | 1 |
| [ML platforms](https://www.gane.ai/index/it/it-data/ml-platforms/index.md) | 0% | 112 | 100% | 1 |

## What the models said for it

- "Cited alongside ChatGPT Enterprise as a leading general assistant for reasoning." (Muse Glimmer 30B, Enterprise AI)
- "Choose Claude Code if your work involves very large, complex codebases" (Grok 4.20, AI coding)
- "3. Claude Code / Anthropic (Best for Terminal-Focused Workflows)" (Qwen 3.7 Flash, AI coding)
- "specialists like Anthropic/Claude Enterprise, ServiceNow, or Sierra" (Grok 4.20, Enterprise AI)

## And against it

- "AI agents were able to find paths into Anthropic's own business systems in under 12 hours" (Kimi K2, Enterprise AI)
- "compared to proprietary APIs like OpenAI or Anthropic" (Gemini 3.5 Flash, ML platforms)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Anthropic, from 15 of the 20 answers that named it (only the models that return a source list).

### Domains cited

- microsoft.com: 6
- gane.ai/index: 5
- openai.com: 4
- dl.acm.org: 3
- help.openai.com: 3
- upguard.com: 3
- aws.amazon.com: 2
- coworker.ai: 2
- developers.openai.com: 2
- g2.com: 2

### Pages cited

- https://microsoft.com/en-us/security/security-insider/emerging-trends/ai-security-guide: 3
- https://developers.openai.com/api/docs/guides/your-data: 2
- https://dl.acm.org/doi/10.1145/3759023.3759105: 2
- https://www.gane.ai/index/it/developer/ai-coding-assistants: 2
- https://hackernoon.com/ten-scandals-pushing-enterprises-toward-sovereign-ai: 2
- https://jdsupra.com/legalnews/ransomware-logs-and-copilot-memory-put-3353421: 2
- https://jellyfish.co/library/how-to-choose-an-ai-coding-assistant: 2
- https://monday.com/blog/ai-agents/ai-coding-agent: 2

## In its own words

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

- Positioning: Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems. (https://anthropic.com/)
- For: Customers seeking compliance artifacts, request documentation, and high-level details on controls Anthropic adheres to. (https://trust.anthropic.com)
- Certifications: SOC 2 Type II, ISO 27001, ISO 42001, FedRAMP, Cyber Essentials
- Hosting: Worldwide, Worldwide (Local to Customer)

## What it publishes

Every page anthropic.com exposes, read 2026-09-29: 572 addresses. By kind, pages and the last 90 days:

- blog: 8 pages, 1 in the last 90 days, latest 2026-08-25
- webinar or virtual event: 14 pages, 0 in the last 90 days, latest undated
- conference or event: 19 pages, 0 in the last 90 days, latest 2023-11-01
- report or ebook: 167 pages, 9 in the last 90 days, latest 2026-09-25
- news or press: 259 pages, 14 in the last 90 days, latest 2026-09-23
- Recent: 2026-09-25 report or ebook: Claude computes a nine-loop amplitude in N=4 super-Yang-Mills https://www.anthropic.com/research/yes-claude-can-do-nine-loops
- Recent: 2026-09-24 report or ebook: Project Swap: What happens when agents trade for us? https://www.anthropic.com/research/project-swap
- Recent: 2026-09-23 news or press: Claude discovers a novel enzyme system https://www.anthropic.com/news/claude-discovers-novel-enzyme-system
- Recent: 2026-09-18 news or press: Partnering with Accenture on embedded evaluation https://www.anthropic.com/news/accenture-embedded-evaluation
- Recent: 2026-09-17 news or press: Introducing the Life Sciences Verification Program https://www.anthropic.com/news/life-sciences-verification-program
- Recent: 2026-09-17 report or ebook: How Claude is uplifting biomolecular modeling https://www.anthropic.com/research/claude-uplifts-biomolecular-modeling

## 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.