# Alloy: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/alloy

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AML and transaction monitoring](https://www.gane.ai/index/finance/tax/aml-and-transaction-monitoring/index.md) | 0% | 31 | 0% | 3 |

## What the models said for it

- "Prioritize: Cloud-native, API-first platforms ... (e.g., Unit21, ComplyAdvantage, Flagright, Hummingbird, Hawk AI, Alloy)" (Gemini 3.5 Flash, AML monitoring)
- "evaluate Unit21 or Alloy. They offer transaction monitoring and investigation workflows" (GPT-6 Luna, AML monitoring)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Alloy, from 4 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- fraud.net: 2
- accertify.com: 1
- alessa.com: 1
- businessscreen.com: 1
- clicksambo.com: 1
- complyadvantage.com: 1
- cside.com: 1
- devopsschool.com: 1
- docs.mesh.complyadvantage.com: 1
- docs.middesk.com: 1

### Pages cited

- https://accertify.com/platform/fraud-management: 1
- https://alessa.com/blog/top-10-transaction-monitoring-software-solutions: 1
- https://businessscreen.com/resources/top-10-aml-transaction-monitoring-tools-buyers-guide: 1
- https://clicksambo.com/blog-detail/top-5-enterprise-fraud-detection-tools-and-solutions: 1
- https://complyadvantage.com/insights/aml-red-flags: 1
- https://cside.com/blog/best-transaction-monitoring-software: 1
- https://devopsschool.com/blog/top-10-transaction-monitoring-aml-systems-features-pros-cons-comparison: 1
- https://docs.mesh.complyadvantage.com/docs/overview: 1

## In its own words

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

- Positioning: AI-powered identity and fraud prevention platform that accelerates onboarding, stops fraud, and simplifies compliance across the customer lifecycle. (https://alloy.com/)
- For: Banks, credit unions, fintechs, sponsor banks, crypto, and data & channel partners. (https://alloy.com/)
- Integrations claimed: 270 (https://alloy.com/)
- Certifications: SOC 2, ISO 27001
- Hosting: US, United Kingdom
- Customers named: Langley, Incrediblebank, Suncoast Credit Union, Consumers CU, Earnest, LiveOak, Brex, Ramp

## What it publishes

Every page alloy.com exposes, read 2026-10-05: 1373 addresses. By kind, pages and the last 90 days:

- blog: 514 pages, 26 in the last 90 days, latest 2026-10-01
- case study: 32 pages, 0 in the last 90 days, latest 2026-05-18
- webinar or virtual event: 76 pages, 3 in the last 90 days, latest 2026-09-14
- conference or event: 122 pages, 2 in the last 90 days, latest 2026-09-18
- report or ebook: 66 pages, 0 in the last 90 days, latest 2026-04-21
- comparison: 10 pages, 0 in the last 90 days, latest 2023-03-08
- glossary or explainer: 14 pages, 0 in the last 90 days, latest 2025-11-05
- news or press: 124 pages, 4 in the last 90 days, latest 2026-09-03
- Recent: 2026-10-01 blog: Product updates september 2026 https://uk.alloy.com/blog/product-updates-september-2026
- Recent: 2026-10-01 blog: Product updates september 2026 https://www.alloy.com/blog/product-updates-september-2026
- Recent: 2026-09-29 blog: What sets alloy apart https://uk.alloy.com/blog/what-sets-alloy-apart
- Recent: 2026-09-29 blog: What sets alloy apart https://www.alloy.com/blog/what-sets-alloy-apart
- Recent: 2026-09-21 blog: Money2020 2026 breakfast ty https://uk.alloy.com/money2020-2026-breakfast-ty
- Recent: 2026-09-21 blog: Money2020 2026 breakfast ty 2 https://uk.alloy.com/money2020-2026-breakfast-ty-2

## 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.