Brex vs Rippling Spend
One of fourteen models named Brex first on the direct prompt; one named Rippling Spend. Brex was named by fourteen of the fourteen models and Rippling Spend by eight and Brex carries 60 labels and Rippling Spend 10, so the shares are not directly comparable.
Named in eleven 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 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
BrexFirst choices, of fourteen modelsRippling Spend
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 | | | | | |
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
Brex first, Rippling Spend not the choice
1 of 14 modelsRippling Spend was named in the answer but not as the choice, or not at all.Rippling Spend first, Brex an alternative
1 of 14 modelsBrex was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
6 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 Brex
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Avoid: - Brex (if you're small, international, or need stable limits — the Trustpilot reviews are brutal)” DeepSeek V4 Flash · negative prompt · hard negative
“Brex has a history of pivoting away from small businesses... introduces long-term uncertainty regarding how underwriting requirements and platform fees will evolve.” Gemini 3.5 Flash · negative prompt · soft negative
“For most mid-market B2B companies, Airbase and Brex are the top choices” Mistral Small · direct prompt · first choice
“Ramp, Brex, and Divvy are frequently mentioned by small businesses.” MiniMax M2.5 · budget prompt · first choice
“Choose Ramp/Brex if you want modern automation and card-led spend control.” GPT-5.4 mini · 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. Two of two in this category shown.
“Ramp or Rippling Spend offer the best balance of zero cost, strong automation, corporate liability, and meaningful cashback” DeepSeek V4 Flash · direct prompt · first choice
“If you use Rippling for HR, they can instantly issue and revoke cards based on an employee's employment status” Gemini 3.5 Flash · scale prompt · alternative
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.