Eleven of twelve models named Ramp first on the direct prompt; two named Airbase. Both were named by all twelve models and Ramp carries 55 labels and Airbase 19, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in seven categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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.
Across every category in the September 2026 Edition, Ramp and Airbase were named in the same answer 143 times, of the 944 answers naming Ramp and the 167 naming Airbase. In those answers Airbase took the first choice ten times and Ramp sixty-two.
| 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 |
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. Two of two in this category shown.
“Ramp requires a $25,000 minimum ... Be cautious of programs with high minimum balance requirements if they don't fit your company size.” Claude Haiku 4.5 · negative prompt · soft negative
“Ramp is widely considered the top choice for mid-market companies looking to consolidate corporate cards, expense management, bill pay, and procurement into one platform.” GLM 4.7 FlashX · direct prompt · first choice
No label in this category carried a quote.
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.