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Expense management · November 2026 Edition

Rippling Spend vs Navan

One of fourteen models named Rippling Spend first on the direct prompt; zero named Navan. Rippling Spend was named by ten of the fourteen models and Navan by fourteen and Rippling Spend carries 15 labels and Navan 42, so the shares are not directly comparable.

Rippling Spend

accepted challenger

Named in five categories this edition.

Navan

accepted challenger

Named in six categories this edition.

First-choice share6%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 12; printed, not drawn.
Labels1542A 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 Navan · 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 modelsNavan
Direct10
Paraphrase22
Comparative00
Budget-constrained00
Scale-constrained00
Negative003 against Navan
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 Navan 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 Navan first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling Spend on the left and Navan on the right.

The direct prompt

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

Rippling Spend first, Navan an alternative

1 of 14 modelsNavan 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

Neither was the first choice, one was named

7 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
Perplexity SonarRamp alternatives: BILL Spend & Expense, Expensify, ITILITE, Navan, Rydoo, Spendesk, Zoho Expense
Mistral SmallBrex, Expensify, Ramp alternatives: BILL Spend & Expense, Navan, Rippling Spend
MiniMax M2.5Expensify, Ramp alternatives: Navan, SAP Concur, Zoho Expense
GPT-6 LunaRamp alternatives: Brex, Navan, SAP Concur
Muse Glimmer 30BZoho Expense alternatives: Brex, Expensify, Navan, Ramp, SAP Concur

Neither was named

6 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
Grok 4.20Ramp alternatives: BILL Spend & Expense, Brex, Expensify, Zoho Expense
DeepSeek V4 FlashRamp alternatives: BILL Spend & Expense, Brex, Expensify, Zoho Expense
Llama 4 Maverickno first choice
Kimi K2Ramp alternatives: BILL Spend & Expense, Brex, Expensify, Zoho Expense
GLM 4.7 FlashXZoho Expense alternatives: BILL Spend & Expense, Brex, Expensify, Ramp

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
Rippling Spend leads by two points.
Rippling Spend2%#– of 10
Navan0%#– of 10
The full small business standing →
Mid-marketThe figures above
Rippling Spend leads by two points.
Rippling Spend6%#5 of 12
Navan4%#6 of 12
The full mid-market standing →
Enterprise
The order flips: Navan leads at enterprise.
Navan6%#4 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 Navan

No label in this category carried a quote.

Also compared

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.