NoFraud vs ClearSale
Zero of fourteen models named NoFraud first on the direct prompt; one named ClearSale. NoFraud was named by twelve of the fourteen models and ClearSale by eight and NoFraud carries 23 labels and ClearSale 16, so the shares are not directly comparable.
Named in one category this edition.
ClearSale
accepted challengerNamed in two categories 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 ecommerce fraud prevention page.
By framing
NoFraudFirst choices, of fourteen modelsClearSaleAcross every category in the October 2026 Edition, NoFraud and ClearSale were named in the same answer twenty-three times, of the 79 answers naming NoFraud and the 53 naming ClearSale. In those answers ClearSale took the first choice one time and NoFraud seven.
Every model, every framing
| Model | DirectCL | ParaphraseCL | ComparativeCL | Budget-constrainedCL | Scale-constrainedCL | NegativeCL |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | CL | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | CL | | CL | |||
| Perplexity Sonar | | |||||
| Grok 4.1 Fast | CL | | ||||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | CL | | | |||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | CL | | ||||
| GLM 4.7 FlashX | CL | CL | | |||
| MiniMax M2.5 | CL | CL | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | |
NoFraudCL ClearSale first choice named as an alternative argued againstblank: not namedEach cell is one answer, NoFraud on the left and ClearSale on the right.The direct prompt
ClearSale first, NoFraud not the choice
1 of 14 modelsNoFraud was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 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
NoFraud34%#1 of 12NoFraud0%#– of 9What the models said about NoFraud
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“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
What the models said about ClearSale
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“it can introduce a slight delay in order processing. Some merchants have also noted inconsistencies in support quality.” Claude Haiku 4.5 · negative prompt · soft negative
“I'd recommend starting with ClearSale or SEON as they specifically target mid-market businesses” MiniMax M2.5 · direct prompt · first choice
“Choose ClearSale if: You sell high-value luxury goods or ship to high-risk international markets” Gemini 3.5 Flash · comparative prompt · alternative
“Human-in-the-loop review for complex decisions, paired with automation for speed” DeepSeek V4 Flash · 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.