Eight of fourteen models named Cleverbridge first on the direct prompt; three named FastSpring. Cleverbridge was named by thirteen of the fourteen models and FastSpring by fourteen and Cleverbridge carries 29 labels and FastSpring 49, 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 merchants of record page.
Across every category in the October 2026 Edition, Cleverbridge and FastSpring were named in the same answer seventy times, of the 89 answers naming Cleverbridge and the 151 naming FastSpring. In those answers FastSpring took the first choice six times and Cleverbridge thirty.
| 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 |
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. Three of four in this category shown.
“Cleverbridge is the most enterprise-grade MoR on the market... Choose Cleverbridge if your sales team heavily drives deals via custom contracts” Gemini 3.5 Flash · direct prompt · first choice
“Cleverbridge is the top choice due to its strong B2B focus, billing complexity handling, and enterprise-grade capabilities” MiniMax M2.5 · direct prompt · first choice
“the best fit for higher‑touch, B2B‑focused sales cycles, invoicing, and complex enterprise procurement workflows” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for tiny budgets: Enterprise-focused like FastSpring (quote-based, higher effective)” Grok 4.1 Fast · budget prompt · hard negative
“FastSpring is more likely to shut down your account and withhold funds for 180 days” Qwen 3.7 Flash · negative prompt · hard negative
“Caveat: Some users note its legacy infrastructure can be less flexible than newer competitors like Paddle” DeepSeek V4 Flash · direct prompt · soft negative
“If your B2B offering includes a mix of software licenses, implementation services, and physical devices, FastSpring is arguably the most flexible backend.” Qwen 3.7 Flash · direct prompt · first choice
“FastSpring is the better fit for small-to-mid-size software sellers who want a faster, more self-serve setup.” Muse Glimmer 30B · paraphrase prompt · first choice
“Top Pick: FastSpring ... I'd recommend FastSpring as the best all-around Merchant of Record” DeepSeek V4 Flash · paraphrase prompt · first choice
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.