# Ondato vs Feedzai: which do AI models recommend for AML monitoring, October 2026

Finance AI Recommendation Index, October 2026 Edition, AML and transaction monitoring. Zero of fourteen models named Ondato first on the direct prompt; one named Feedzai. Page: https://finance-ai-index.com/tax/aml-and-transaction-monitoring/ondato-vs-feedzai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Ondato | 2% | #6 of 13 | 0% | 14 | 8 of 14 |
| Feedzai | 2% | #7 of 13 | 8% | 13 | 8 of 14 |

## The direct prompt, model by model

- Mistral Small: feedzai first (first choices: Feedzai) (alternatives: Alessa, ComplyAdvantage, Napier AI, ThetaRay, Unit21)
- GPT-5.4 mini: neither first, one named (first choices: Unit21) (alternatives: Feedzai, Fenergo)
- Grok 4.1 Fast: neither first, one named (first choices: Flagright) (alternatives: Alessa, Hummingbird, Ondato)
- Llama 4 Maverick: neither first, one named (first choices: Sphinx) (alternatives: FraudNet, Ondato, Shuftipro, Tookitaki)
- Muse Glimmer 30B: neither first, one named (first choices: Unit21) (alternatives: Alessa, Eftsure, Feedzai, Hawk AI, Napier AI Continuum, Sanction Scanner)
- Claude Haiku 4.5: neither named (first choices: Alessa, ComplyAdvantage) (alternatives: Napier AI, Unit21)
- Gemini 3.5 Flash: neither named (first choices: Alloy) (alternatives: ComplyAdvantage, Sumsub, Unit21)
- Perplexity Sonar: neither named (first choices: Trustform) (alternatives: ComplyAdvantage, Flagright, Hawk AI)
- DeepSeek V4 Flash: neither named (first choices: ComplyAdvantage) (alternatives: Alessa, Unit21)
- Qwen 3.7 Flash: neither named (first choices: ComplyCube) (alternatives: Dow Jones Risk & Compliance, Sumsub, Trulioo)
- Kimi K2: neither named (first choices: ComplyAdvantage, Flagright) (alternatives: Alessa, Lucinity, Sift)
- GLM 4.7 FlashX: neither named (first choices: ComplyAdvantage, NorthRow) (alternatives: Alloy, SEON)
- MiniMax M2.5: neither named
- GPT-6 Luna: neither named (first choices: Unit21) (alternatives: Alloy, ComplyAdvantage, Sardine)

## What the models said about Ondato

- "I would recommend starting with Ondato or ComplyCube if you need something relatively fast to deploy" (Perplexity Sonar, paraphrase prompt, first choice)
- "For best all-around AML suite: ComplyAdvantage, Tookitaki, or Ondato." (Perplexity Sonar, comparative prompt, first choice)
- "Ondato is ideal if you want a comprehensive, user-friendly platform with strong ongoing monitoring and identity verification." (Mistral Small, paraphrase prompt, alternative)

## What the models said about Feedzai

- "their suitability depends on your business model, transaction volume, and regulatory requirements" (Mistral Small, negative prompt, soft negative)
- "Feedzai: Strong for AI-driven detection and compliance workflows, ideal for mid-market firms needing advanced analytics and robust alert management." (Mistral Small, direct prompt, first choice)
- "Prioritize Leaders from analyst reports (e.g., those strong in AI-driven false positive reduction like Feedzai, Hawk AI, or Unit21 for fintechs)" (Grok 4.1 Fast, negative prompt, first choice)
- "Feedzai runs fraud and AML on the same platform for banks, licensed fintechs, and payment institutions." (Claude Haiku 4.5, comparative prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.