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Index › Finance › Spend and procurement › Expense management › Rippling Spend vs Brex
Expense management · November 2026 Edition

Rippling Spend vs Brex

One of fourteen models named Rippling Spend first on the direct prompt; one named Brex. Rippling Spend was named by ten of the fourteen models and Brex by fourteen and Rippling Spend carries 15 labels and Brex 37, so the shares are not directly comparable.

Rippling Spend

accepted challenger

Named in five categories this edition.

Brex

accepted challenger

Named in twelve categories this edition.

First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 12; printed, not drawn.
Labels1537A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Rippling Spend reading right to left. Rank and label count are printed, not drawn.Ramp was named alongside these two in twelve of the fourteen direct answers. Ramp vs Rippling Spend · Ramp vs Brex · Zoho Expense vs Rippling Spend

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 expense management page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Rippling SpendFirst choices, of fourteen modelsBrex
Direct11
Paraphrase20
Comparative03
Budget-constrained00
Scale-constrained01
Negative003 against Brex
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Rippling Spend and Brex stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.20
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
Rippling Spend Brex first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling Spend on the left and Brex on the right.

The direct prompt

The plain question, one answer per model, grouped by where Rippling Spend and Brex stood in it.

Rippling Spend first, Brex not the choice

1 of 14 modelsBrex was named in the answer but not as the choice, or not at all.
Qwen 3.7 FlashRippling Spend alternatives: BILL Spend & Expense, Navan, Ramp

Brex first, Rippling Spend an alternative

1 of 14 modelsRippling Spend was named in the answer but not as the choice, or not at all.
Mistral SmallBrex, Expensify, Ramp alternatives: BILL Spend & Expense, Navan, Rippling Spend

Neither was the first choice, one was named

8 of 14 modelsThe answer put something else first and named one of the two as an alternative.
GPT-5.4 miniRamp alternatives: Brex, Navan, Rippling Spend, SAP Concur
Gemini 3.5 FlashRamp alternatives: Airbase, Brex, Navan
Grok 4.20Ramp alternatives: BILL Spend & Expense, Brex, Expensify, Zoho Expense
DeepSeek V4 FlashRamp alternatives: BILL Spend & Expense, Brex, Expensify, Zoho Expense
Kimi K2Ramp alternatives: BILL Spend & Expense, Brex, Expensify, Zoho Expense
GLM 4.7 FlashXZoho Expense alternatives: BILL Spend & Expense, Brex, Expensify, Ramp
GPT-6 LunaRamp alternatives: Brex, Navan, SAP Concur
Muse Glimmer 30BZoho Expense alternatives: Brex, Expensify, Navan, Ramp, SAP Concur

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5no first choice alternatives: Airbase, Paylocity, Rydoo, Spendesk
Perplexity SonarRamp alternatives: BILL Spend & Expense, Expensify, ITILITE, Navan, Rydoo, Spendesk, Zoho Expense
Llama 4 Maverickno first choice
MiniMax M2.5Expensify, Ramp alternatives: Navan, SAP Concur, Zoho Expense

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Rippling Spend2%#– of 10
Brex2%#5 of 10
The full small business standing →
Mid-marketThe figures above
Rippling Spend leads by two points.
Rippling Spend6%#5 of 12
Brex4%#7 of 12
The full mid-market standing →
Enterprise
The order flips: Brex leads at enterprise.
Brex4%#5 of 12
Rippling Spend0%#9 of 12
The full enterprise standing →

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.

“The Best "All-in-One" Platform: Rippling ... Rippling has become the preferred choice for mid-market companies” Qwen 3.7 Flash · direct prompt · first choice
“Navan / Rippling Spend is the safest default from the mid-market trust data” Muse Glimmer 30B · paraphrase prompt · first choice

What the models said about Brex

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“Some AI models and budget-conscious users advise avoiding Brex's standard per-user plans due to their pricing structure” Mistral Small · negative prompt · hard negative
Also compared
Ramp vs Rippling SpendRamp vs BrexZoho Expense vs Rippling SpendZoho Expense vs BrexExpensify vs Rippling SpendExpensify vs BrexBILL Spend & Expense vs Rippling SpendBILL Spend & Expense vs BrexRippling Spend vs NavanRippling Spend vs EmburseNavan vs BrexBrex vs EmburseAll twenty-eight head-to-head pages and the full expense management standing

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.