Brex vs Rippling Spend
Zero of twelve models named Brex first on the direct prompt; zero named Rippling Spend. Brex was named by twelve of the twelve models and Rippling Spend by nine and Brex carries 43 labels and Rippling Spend 16, so the shares are not directly comparable.
Named in twelve categories this edition.
Named in three 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.
By framing
BrexFirst choices, of twelve modelsRippling Spend
Across every category in the September 2026 Edition, Brex and Rippling Spend were named in the same answer seventy-one times, of the 539 answers naming Brex and the 116 naming Rippling Spend. In those answers Rippling Spend took the first choice three times and Brex nine.
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 | | | | |
Brex Rippling Spend first choice named as an alternative argued againstblank: not namedEach cell is one answer, Brex on the left and Rippling Spend on the right.The direct prompt
Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 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 Brex
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“it is not recommended for limited-budget companies unless you are venture-backed” Gemini 3.5 Flash · budget prompt · hard negative
“Brex requires businesses to hold at least $400,000 in monthly revenue for mid-market underwriting. This shuts out many bootstrapped or lower-revenue businesses.” DeepSeek V4 Flash · direct prompt · soft negative
“the platform may see shifts in product direction and pricing, which is something to keep in mind if you are looking for long-term platform stability” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Brex (Best for High-Velocity Startups) ... high credit lines, virtual cards for security, and excellent employee management” Qwen 3.7 Flash · comparative prompt · first choice
What the models said about Rippling Spend
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Start with Ramp if you want modern expense management features, or Rippling if you need higher cashback rates” GLM 4.7 FlashX · budget 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.