Ramp vs Airbase
Seven of fourteen models named Ramp first on the direct prompt; two named Airbase. Ramp was named by fourteen of the fourteen models and Airbase by ten and Ramp carries 64 labels and Airbase 14, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in eight 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.
By framing
RampFirst choices, of fourteen modelsAirbase
Across every category in the October 2026 Edition, Ramp and Airbase were named in the same answer 142 times, of the 1084 answers naming Ramp and the 171 naming Airbase. In those answers Airbase took the first choice ten times and Ramp fifty-two.
Every model, every framing
| 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 | | | | | |
Ramp Airbase first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ramp on the left and Airbase on the right.The direct prompt
Ramp first, Airbase an alternative
7 of 14 modelsAirbase was named in the answer but not as the choice, or not at all.Airbase first, Ramp an alternative
2 of 14 modelsRamp was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
2 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
What the models said about Ramp
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 and Brex are strong for spend controls but "lack the managed service layer and vendor network depth that larger organizations need"” Muse Glimmer 30B · direct prompt · soft negative
“If you want a truly fee‑free, easy‑to‑manage card with solid integration, Ramp, Brex, and Divvy are frequently mentioned by small businesses.” MiniMax M2.5 · budget prompt · first choice
What the models said about Airbase
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“or Airbase if you want a unified platform for all financial operations. Both offer the enterprise features mid-market companies need” GLM 4.7 FlashX · direct 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.