Ondato vs Feedzai
Zero of fourteen models named Ondato first on the direct prompt; one named Feedzai. Ondato was named by eight of the fourteen models and Feedzai by eight and Ondato carries 14 labels and Feedzai 13, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
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; every quote names the model and the prompt it came from. Both figures come from the AML and transaction monitoring page.
By framing
OndatoFirst choices, of fourteen modelsFeedzai
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | | | | | |
| DeepSeek V4 Flash | | |||||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | |
Ondato Feedzai first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ondato on the left and Feedzai on the right.The direct prompt
Feedzai first, Ondato not the choice
1 of 14 modelsOndato was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Ondato2%#6 of 13Feedzai2%#7 of 13Ondato0%#– of 11Feedzai0%#10 of 11What the models said about Ondato
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“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
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.