# Stripe Radar: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 45 judge labels across 2 categories by 13 of 14 models. Page: https://www.gane.ai/index/finance/vendors/stripe-radar

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 15% | 1 | 10% | 42 |
| [Chargeback management](https://www.gane.ai/index/finance/receivables/chargeback-management/index.md) | 0% | 73 | 33% | 3 |

## What the models said for it

- "If you are on Shopify or Stripe, turn on their native tools first (Stripe Radar / Shopify Protect)—they are usually more than enough for small businesses." (Gemini 3.5 Flash, Ecommerce fraud)
- "Stripe Radar stands out as the best ecommerce fraud prevention platform for companies with a limited budget." (Grok 4.20, Ecommerce fraud)
- "If you are already processing payments through Stripe, this is arguably the best value on the market." (Qwen 3.7 Flash, Ecommerce fraud)
- "Very limited budget / < $1M GMV: Use Stripe Radar Lite free → upgrade to Radar Standard $10/mo" (Muse Glimmer 30B, Ecommerce fraud)

## And against it

- "Native Gateway Filters *(Stripe Radar, Shopify Protect)* | Fast setup, native integration, low/no setup cost. | Less granular control" (Gemini 3.5 Flash, Ecommerce fraud)
- "While powerful within the Stripe ecosystem, it's limited if you diversify payment gateways" (Qwen 3.7 Flash, Ecommerce fraud)
- "affordable, ML-driven, and easy to implement but less feature-rich than dedicated suites" (Grok 4.20, Ecommerce fraud)
- "standard ecommerce tools (like Signifyd or Stripe Radar) may not be sufficient" (Qwen 3.7 Flash, Ecommerce fraud)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 1 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 2 | 3 | 0 | 1 | 6 |
| Mistral Small | 0 | 3 | 2 | 0 | 5 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 3 | 0 | 2 | 6 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 2 | 1 | 0 | 0 | 3 |
| Muse Glimmer 30B | 1 | 1 | 1 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Stripe Radar, from 109 of the 123 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 64
- stripe.com: 58 (its own site)
- hcaptcha.com: 38
- fraudio.com: 37
- cside.com: 35
- merchantfraudjournal.com: 32
- guideflow.com: 30
- lister.ai: 29
- paymentsandrisk.com: 28
- faqprime.com: 25

### Pages cited

- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 38
- https://cside.com/blog/ecommerce-fraud-prevention-software: 34
- https://g2.com/categories/e-commerce-fraud-protection: 34
- https://merchantfraudjournal.com/top-ecommerce-fraud-prevention-solutions: 32
- https://lister.ai/software/ecommerce-operations/ecommerce-fraud-prevention-software/best-ecommerce-fraud-prevention-software: 29
- https://faqprime.com/en/ecommerce-fraud-protection: 25
- https://paymentsandrisk.com/docs/fraud/vendors/landscape: 25
- https://fraudio.com/roundups/best-ecommerce-fraud-prevention-software-tools-compared: 22

## In its own words

What Stripe Radar's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Use Stripe Radar to protect your business against fraud. (https://docs.stripe.com/radar)
- For: your business (https://docs.stripe.com/radar)
- Price stated: Starting at $10 per month; Starting at $14 per month; Starting at $20 per month; Starting at $20 per month; Starting at $44 per month; Starting at $70 per month (https://stripe.com/radar/pricing)
- Starting price: 10 (https://stripe.com/radar/pricing)
- Free plan or trial: Try Stripe Radar (https://stripe.com/radar/guide)

## Record

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