# Fingerprint: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 21 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/finance/vendors/fingerprint

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce fraud prevention](https://www.gane.ai/index/finance/receivables/ecommerce-fraud-prevention/index.md) | 4% | 7 | 14% | 21 |

## What the models said for it

- "Fingerprint offers a free tier up to 1,000 API calls/month... one of the best options for businesses that need to recognize returning users" (Claude Haiku 4.5, Ecommerce fraud)
- "For very limited budgets, start with Fingerprint's free tier" (MiniMax M2.5, Ecommerce fraud)
- "provides a free tier with 1,000 web API calls per month, which is useful for basic fraud detection needs" (Mistral Small, Ecommerce fraud)
- "Add Fingerprint when device identity is a missing signal in an existing fraud stack." (Perplexity Sonar, Ecommerce fraud)

## And against it

- "Fingerprint, for instance, has noted complaints about being "too high" for the value." (Grok 4.20, Ecommerce fraud)
- "Fingerprinting or risk scoring alone does not validate a purchase." (Perplexity Sonar, Ecommerce fraud)
- "Pricing and accuracy are the most cited cons in aggregate reviews." (Muse Glimmer 30B, Ecommerce fraud)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Fingerprint, from 49 of the 50 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 39
- hcaptcha.com: 26
- cside.com: 22
- merchantfraudjournal.com: 22
- fraudio.com: 17
- aissist.io: 16
- guideflow.com: 15
- stripe.com: 15
- faqprime.com: 14
- whop.com: 12

### Pages cited

- https://g2.com/categories/e-commerce-fraud-protection: 29
- https://hcaptcha.com/learning/fraud-prevention/ecommerce-fraud-prevention-software: 26
- https://merchantfraudjournal.com/top-ecommerce-fraud-prevention-solutions: 22
- https://cside.com/blog/ecommerce-fraud-prevention-software: 21
- https://aissist.io/insights/best-ecommerce-fraud-prevention-tools: 16
- https://faqprime.com/en/ecommerce-fraud-protection: 14
- https://fraudio.com/roundups/best-ecommerce-fraud-prevention-software-tools-compared: 14
- https://guideflow.com/blog/ecommerce-fraud-protection-software: 13

## In its own words

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

- Positioning: The Fingerprint device intelligence platform works across web and mobile applications to identify all visitors with industry-leading accuracy — even if they’re anonymous. (https://fingerprint.com/)
- For: Customers (https://fingerprint.com/pricing)
- Price stated: Free: $0 /month; Pro Plus: starting at $99 /month for 20K API calls then $4 per 1,000 additional API calls; Enterprise: Custom (https://fingerprint.com/pricing)
- Starting price: 0 (https://fingerprint.com/pricing)
- Free plan or trial: Collect visitor IDs and signals instantly for free, or reach out to our team for a demo. (https://fingerprint.com/)
- Certifications: GDPR, CCPA, CSA STAR, ISO 27001, SOC 2
- Customers named: Booking.com, Schoolhouse, RecentReborn, Schoolhouse, Sal Khan's free tutoring platform, Checkout.com, NeimanMarcus.com, Gaia.com

## What it publishes

Every page fingerprint.com exposes, read 2026-10-05: 956 addresses. By kind, pages and the last 90 days:

- blog: 379 pages, 0 in the last 90 days, latest undated
- case study: 24 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 19 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- comparison: 9 pages, 0 in the last 90 days, latest undated
- template or tool: 10 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 14 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 2 pages, 0 in the last 90 days, latest undated

## 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.