Fourteen of fourteen models named Ramp first on the direct prompt; zero named Rippling Spend. Ramp was named by fourteen of the fourteen models and Rippling Spend by eleven and Ramp carries 66 labels and Rippling Spend 20, so the shares are not directly comparable.
Named in sixteen categories this edition.
Named in five 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 corporate cards page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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 |
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. Five of five in this category shown.
“The business is NOT BBB Accredited... Risk-based limit changes are a known operational feature” Muse Glimmer 30B · negative prompt · hard negative
“Customer service issues reported—unresponsive and difficult to reach during urgent problems” MiniMax M2.5 · negative prompt · hard negative
“Choose Ramp if: Your main goal is cost cutting, automating receipts, restricting employee spending policy, and getting built-in software without paying software fees.” Gemini 3.5 Flash · comparative prompt · first choice
“Ramp is widely considered the leader in this space for mid-sized businesses because it moves away from standard plastic cards to a virtual-first model.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Ramp: Strong all-around (1.5% cash back, excellent controls/analytics, accounting integrations). Often praised for automation and no-fee model.” Grok 4.20 · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“the Ramp Card and Rippling Spend Credit Card are both excellent choices” Mistral Small · 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.