# Eftsure vs NoFraud: which do AI models recommend for ecommerce fraud, October 2026

Finance AI Recommendation Index, October 2026 Edition, Ecommerce fraud prevention. Zero of fourteen models named Eftsure first on the direct prompt; zero named NoFraud. Page: https://finance-ai-index.com/receivables/ecommerce-fraud-prevention/eftsure-vs-nofraud/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Eftsure | 16% | #2 of 11 | 0% | 16 | 11 of 14 |
| NoFraud | 8% | #5 of 11 | 13% | 23 | 12 of 14 |

## The direct prompt, model by model

- Mistral Small: neither first, one named (first choices: Signifyd) (alternatives: NoFraud, Sift)
- Llama 4 Maverick: neither first, one named (first choices: Wyllo) (alternatives: NoFraud, SEON, Sift, Signifyd, cside)
- Kimi K2: neither first, one named (first choices: SEON) (alternatives: Eftsure, Kount, Trustmi)
- GLM 4.7 FlashX: neither first, one named (first choices: Signifyd) (alternatives: ClearSale, Eftsure, SEON, Sift)
- Muse Glimmer 30B: neither first, one named (first choices: Signifyd, Wyllo, formerly NoFraud) (alternatives: Eftsure, SEON)
- Claude Haiku 4.5: neither named (first choices: FraudNet, Trustmi) (alternatives: Kount, Sift, Signifyd)
- GPT-5.4 mini: neither named (first choices: Sift) (alternatives: Forter, Kount, Signifyd)
- Gemini 3.5 Flash: neither named (first choices: SEON) (alternatives: Allianz Trade Pay, Sift, Signifyd, TreviPay)
- Perplexity Sonar: neither named (first choices: SEON) (alternatives: Kount, Sift, Signifyd)
- Grok 4.1 Fast: neither named (first choices: Sift) (alternatives: Chargeflow, Fingerprint, SEON, Signifyd, Wyllo)
- DeepSeek V4 Flash: neither named (first choices: SEON) (alternatives: Sift, Signifyd, Stripe Radar)
- Qwen 3.7 Flash: neither named (first choices: Signifyd) (alternatives: Fingerprint, Kount)
- MiniMax M2.5: neither named (first choices: ClearSale, SEON) (alternatives: Forter, Riskified)
- GPT-6 Luna: neither named (first choices: SEON) (alternatives: Kount)

## What the models said about Eftsure

- "Best for Preventing B2B Payment Fraud (Vendor/Invoice Fraud) ... Eftsure ... Designed specifically for mid-to-large enterprises managing complex vendor ecosystems." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "Eftsure is the most specialized and highly recommended due to its real-time vendor validation, B2B focus, and financial guarantee." (Mistral Small, paraphrase prompt, first choice)
- "I'd suggest starting with Eftsure or Trustmi since they're specifically built for B2B payment fraud use cases." (MiniMax M2.5, paraphrase prompt, first choice)

## What the models said about NoFraud

- "NoFraud is the one I'd most strongly caution against for smaller merchants, based on the 1.8/5 Trustpilot score" (DeepSeek V4 Flash, negative prompt, hard negative)
- "Its paid starter plans begin at $250/month, so they may not suit a very limited budget." (GPT-6 Luna, budget prompt, soft negative)
- "Examples of platforms using this model: Riskified, Signifyd, ClearSale, NoFraud" (Gemini 3.5 Flash, negative prompt, soft negative)
- "The best ecommerce fraud prevention platform for a company with a limited budget is NoFraud for Shopify merchants" (Llama 4 Maverick, budget prompt, first choice)
- "For the most budget-friendly options, start with NoFraud (free Lite tier, $250/month)" (Mistral Small, budget prompt, first choice)
- "NoFraud is widely considered the best value platform for growth-stage businesses." (Qwen 3.7 Flash, budget prompt, first choice)

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.