Cleverbridge vs Digital River
Zero of fourteen models named Cleverbridge first on the direct prompt; zero named Digital River. Cleverbridge was named by thirteen of the fourteen models and Digital River by eight and Cleverbridge carries 22 labels and Digital River 10, so the shares are not directly comparable.
Named in two categories this edition.
Digital River
criticized challengerNamed 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.
By framing
CleverbridgeFirst choices, of fourteen modelsDigital RiverAcross every category in the November 2026 Edition, Cleverbridge and Digital River were named in the same answer twenty-four times, of the 85 answers naming Cleverbridge and the 35 naming Digital River. In those answers Digital River took the first choice zero times and Cleverbridge nine.
Every model, every framing
| Model | DirectDR | ParaphraseDR | ComparativeDR | Budget-constrainedDR | Scale-constrainedDR | NegativeDR |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | DR | |||
| Perplexity Sonar | | DR | DR | |||
| Grok 4.20 | | |||||
| Mistral Small | | DR | ||||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | DR | |||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | | |||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | DR | DR |
CleverbridgeDR Digital River first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cleverbridge on the left and Digital River on the right.The direct prompt
Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 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
Cleverbridge2%#9 of 12Cleverbridge6%#6 of 12Cleverbridge35%#1 of 9What the models said about Cleverbridge
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 a strong, well‑documented recommendation.” GLM 4.7 FlashX · paraphrase prompt · first choice
“Primary Recommendation: Cleverbridge” MiniMax M2.5 · paraphrase prompt · first choice
“Top Recommendation: Cleverbridge” Qwen 3.7 Flash · paraphrase prompt · first choice
What the models said about Digital River
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.