Stripe Radar vs ClearSale
Zero of fourteen models named Stripe Radar first on the direct prompt; one named ClearSale. Stripe Radar was named by twelve of the fourteen models and ClearSale by eight and Stripe Radar carries 32 labels and ClearSale 16, so the shares are not directly comparable.
Named in two categories 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
Stripe RadarFirst choices, of fourteen modelsClearSaleAcross every category in the October 2026 Edition, Stripe Radar and ClearSale were named in the same answer twenty-two times, of the 107 answers naming Stripe Radar and the 53 naming ClearSale. In those answers ClearSale took the first choice one time and Stripe Radar six.
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 | |
Stripe RadarCL ClearSale first choice named as an alternative argued againstblank: not namedEach cell is one answer, Stripe Radar on the left and ClearSale on the right.The direct prompt
ClearSale first, Stripe Radar not the choice
1 of 14 modelsStripe Radar was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 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
Stripe Radar20%#2 of 12Stripe Radar14%#3 of 11Stripe Radar7%#5 of 9What the models said about Stripe Radar
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“scalable for mid-sized but more e-commerce/B2C oriented—less ideal for pure B2B vendor payments” Grok 4.1 Fast · paraphrase prompt · soft negative
“it is more of a payments-layer fraud tool than a dedicated end-to-end ecommerce risk platform” GPT-5.4 mini · comparative prompt · soft negative
“More focused on consumer/card transactions than pure B2B vendor payments” Kimi K2 · paraphrase prompt · soft negative
“the best ecommerce fraud prevention platform is usually Stripe Radar if you already process payments through Stripe” GPT-5.4 mini · budget prompt · first choice
“Stripe Radar stands out as one of the best ecommerce fraud prevention platforms due to its extremely low cost” Grok 4.1 Fast · budget prompt · first choice
“If you already process payments through Stripe, start with Stripe Radar (free for the basic plan).” MiniMax M2.5 · 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.