Thirteen of fourteen models named Paddle first on the direct prompt; zero named Digital River. Paddle was named by fourteen of the fourteen models and Digital River by eight and Paddle carries 62 labels and Digital River 10, so the shares are not directly comparable.
Named in seven categories 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 merchants of record page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | DR | |||||
| Perplexity Sonar | DR | |||||
| Grok 4.20 | ||||||
| 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 | DR |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Paddle ⚠️ PROCEED WITH CAUTION ... June 2025 FTC Settlement: Paddle paid $5 million and was permanently banned from processing payments” Kimi K2 · negative prompt · hard negative
“FTC settlement in 2025 for $5 million over unfair payment practices... avoid if selling high-risk or subscription-heavy products.” Grok 4.20 · negative prompt · hard negative
“the FTC has targeted a merchant of record, Paddle, for unlawful payment processing and other violations” Llama 4 Maverick · negative prompt · hard negative
“Best default for scaling SaaS: Paddle, because it combines subscriptions, tax handling, invoicing, and global checkout in one system.” Perplexity Sonar · comparative prompt · first choice
“Paddle is my top recommendation for a mid-sized B2B company looking for a reseller that handles both global sales tax and payments.” DeepSeek V4 Flash · paraphrase prompt · first choice
“Paddle is the market leader for scaling B2B SaaS companies that want transparent pricing and a comprehensive all-in-one platform.” DeepSeek V4 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Treat as high risk until its financial and payout situation is independently clarified. A recent report alleges prolonged revenue withholding and insolvency concerns.” Perplexity Sonar · negative prompt · hard negative
“Digital River wound down its ecommerce and Merchant of Record business in January 2025, suspending services” Muse Glimmer 30B · comparative prompt · hard negative
“The MoR has been described as falling apart with insolvency concerns.” Muse Glimmer 30B · negative prompt · hard negative
“a MoR like Paddle or Digital River might be a good fit due to their tax and compliance expertise” Mistral Small · scale prompt · first choice
“Typically oversized for startups; implementation and commercial terms are enterprise-oriented” Perplexity Sonar · comparative prompt · alternative
“For Enterprise/B2B Heavy Needs: Consider Nexway (Digital River) or Verifone” Qwen 3.7 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.