Ramp vs Navan
Seven of twelve models named Ramp first on the direct prompt; two named Navan. Ramp was named by twelve of the twelve models and Navan by eleven and Ramp carries 52 labels and Navan 29, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in four 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 expense management page.
By framing
RampFirst choices, of twelve modelsNavan
Across every category in the September 2026 Edition, Ramp and Navan were named in the same answer 166 times, of the 944 answers naming Ramp and the 286 naming Navan. In those answers Navan took the first choice twenty-seven times and Ramp forty-five.
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 | | | |
Ramp Navan first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ramp on the left and Navan on the right.The direct prompt
Both were the first choice
1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.Ramp first, Navan an alternative
6 of 12 modelsNavan was named in the answer but not as the choice, or not at all.Navan first, Ramp an alternative
1 of 12 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 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 12 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
No label in this category carried a quote.
What the models said about Navan
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Navan consistently ranks as the top all-in-one travel and expense platform, with leading scores for overall satisfaction, ease of use” Claude Haiku 4.5 · 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.