# Replit: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/replit

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Interactive demo platforms](https://www.gane.ai/index/gtm/sales/interactive-demo-platforms/index.md) | 0% | 49 | 50% | 2 |

## And against it

- "Code isn't private; monitored requests, cookies for tracking, and potential for shared environments to leak data. Replit has been flagged in audits for outbound data flows." (Grok 4.20, Interactive demos)

## 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 | 0 | 0 | 1 | 1 |
| 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 | 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 Replit, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- reprise.com: 2
- storylane.io: 2
- ai.gendigital.com: 1
- brokerchampion.com: 1
- demogo.com: 1
- en.wikipedia.org: 1
- eubrics.com: 1
- getsmartcue.com: 1
- linkedin.com: 1
- malwarebytes.com: 1

### Pages cited

- https://reprise.com/resources/blog/top-demo-security-considerations-for-enterprise-ses: 2
- https://storylane.io/blog/interactive-demos-cybersecurity-sales-engineers: 2
- https://ai.gendigital.com/app/jsfiddle-net: 1
- https://brokerchampion.com/demo-trading-account-app: 1
- https://demogo.com/2026/10/07/which-interactive-demo-platform-works-when-public-demo-hosting-is-prohibited-by-a-customers-security-policy: 1
- https://en.wikipedia.org/wiki/Comparison_of_online_source_code_playgrounds: 1
- https://eubrics.com/blog/product-demo: 1
- https://getsmartcue.com/blog/sales-demo-environments-your-step-by-step-guide.md: 1

## In its own words

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

- Positioning: The AI platform that helps you turn your ideas into real outcomes. Describe what you want in natural language, then create, launch, and grow apps, sites, tools, and businesses in one place. (https://replit.com/)
- For: Join millions of builders who use Replit to bring their ideas to life. (https://replit.com/)
- Price stated: Starter $0; Replit Core ~ $20 $18 per month billed annually; Replit Pro ~ $100 $90 per month billed annually; Enterprise Custom (https://replit.com/)
- Starting price: 0 (https://replit.com/)
- Free plan or trial: Start for free — no credit card required. (https://replit.com/)
- Integrations claimed: 100 (https://replit.com/)
- Certifications: SOC 2 Type II
- Customers named: Databricks, Zillow, Gusto, Payouts.com, Talkdesk, SMFL Digital Lab

## What it publishes

Every page replit.com exposes, read 2026-09-29: 4075 addresses. By kind, pages and the last 90 days:

- blog: 447 pages, 9 in the last 90 days, latest 2026-09-25
- case study: 26 pages, 2 in the last 90 days, latest 2026-09-14
- webinar or virtual event: 5 pages, 0 in the last 90 days, latest 2026-02-13
- conference or event: 2 pages, 0 in the last 90 days, latest 2025-09-19
- report or ebook: 41 pages, 0 in the last 90 days, latest 2025-11-12
- comparison: 35 pages, 1 in the last 90 days, latest 2026-08-26
- template or tool: 9 pages, 0 in the last 90 days, latest 2025-09-12
- glossary or explainer: 20 pages, 0 in the last 90 days, latest 2026-04-13
- podcast or video: 1 pages, 0 in the last 90 days, latest 2025-09-26
- news or press: 7 pages, 1 in the last 90 days, latest 2026-09-08
- Recent: 2026-09-25 blog: Replit acquires atta https://replit.com/blog/replit-acquires-atta
- Recent: 2026-09-14 case study: Spell strike https://replit.com/customers/spell-strike
- Recent: 2026-09-10 blog: Databricks2026 https://replit.com/blog/databricks2026
- Recent: 2026-09-08 news or press: Replit opens london office https://replit.com/news/replit-opens-london-office
- Recent: 2026-08-26 blog: Intelligent model routing https://replit.com/blog/intelligent-model-routing
- Recent: 2026-08-26 comparison: 9 Best Bubble Alternatives for 2026 https://replit.com/discover/bubble-alternatives

## Record

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