# Blueshift: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/blueshift

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Online course libraries](https://www.gane.ai/index/hr/learning/online-course-libraries/index.md) | 0% | 40 | 0% | 1 |

## What the models said for it

- "seek alternatives like Backtrader, Zipline, or Blueshift (but verify features)" (Grok 4.20, Online course libraries)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Blueshift, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- assets.pubpub.org: 1
- courseduck.com: 1
- coursera.org: 1
- github.com: 1
- isc.sans.edu: 1
- javaguides.net: 1
- leanpub.com: 1
- linkedin.com: 1
- marktechpost.com: 1
- reddit.com: 1

### Pages cited

- https://assets.pubpub.org/pzj624cz/811df726-b248-40d4-864f-1fcfbd46e427.xml: 1
- https://courseduck.com/python-for-financial-analysis-and-algorithmic-trading-13122: 1
- https://coursera.org/specializations/applied-data-science/reviews: 1
- https://coursera.org/specializations/packt-langchain-and-langgraph/reviews: 1
- https://github.com/revolunet/PythonBooks/blob/master/issues.json: 1
- https://isc.sans.edu/diary/31248: 1
- https://javaguides.net/2025/08/10-outdated-python-modules-you-should-avoid.html: 1
- https://leanpub.com/topics/python: 1

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.