Expense management · October 2026 Edition
Rippling Spend vs SAP Concur
Two of fourteen models named Rippling Spend first on the direct prompt; two named SAP Concur. Rippling Spend was named by thirteen of the fourteen models and SAP Concur by fourteen and Rippling Spend carries 24 labels and SAP Concur 45, so the shares are not directly comparable.
Named in three categories this edition.
Named in eight categories this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate8%44%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 11; printed, not drawn.
Labels2445A 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 ten of the fourteen direct answers. Ramp vs Rippling Spend · Ramp vs SAP Concur · 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 modelsSAP Concur
Direct224 against SAP Concur
Paraphrase004 against SAP Concur
Comparative002 against SAP Concur
Budget-constrained001 against SAP Concur
Scale-constrained001 against SAP Concur
Negative002 against Rippling Spend · 8 against SAP Concur
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 SAP Concur stood in it.
| 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 | | | | |
Rippling Spend SAP Concur first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling Spend on the left and SAP Concur on the right.The direct prompt
The plain question, one answer per model, grouped by where Rippling Spend and SAP Concur stood in it.
Both were the first choice
1 of 14 modelsThe answer named them together, and the judge labeled each a first choice.MiniMax M2.5Expensify, Rippling Spend, SAP Concur alternatives: Airwallex, BILL Spend & Expense, Navan, Paylocity, Ramp
Rippling Spend first, SAP Concur an alternative
1 of 14 modelsSAP Concur was named in the answer but not as the choice, or not at all.GPT-5.4 miniRippling Spend alternatives: Brex, Navan, Payhawk, Ramp, SAP Concur
SAP Concur first, Rippling Spend an alternative
1 of 14 modelsRippling Spend was named in the answer but not as the choice, or not at all.Muse Glimmer 30BNavan, SAP Concur alternatives: Airbase, Paylocity, Rippling Spend, Rydoo
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashRamp alternatives: Airbase, Brex, Navan, Rippling Spend
Perplexity SonarPayhawk alternatives: BILL Spend & Expense, Expensify, Procurify, SAP Concur
Grok 4.1 FastNavan alternatives: Expensify, Rippling Spend
GLM 4.7 FlashXAirbase, Ramp alternatives: Expensify, Rippling Spend, SAP Concur, Zoho Expense
GPT-6 LunaRamp alternatives: Brex, Navan, SAP Concur
Neither was named
6 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Ramp, Spendesk alternatives: Airbase, BILL Spend & Expense, Brex, Navan
Mistral SmallAirbase alternatives: BILL Spend & Expense, Eco, Ramp
DeepSeek V4 FlashAirbase, Ramp alternatives: Brex, Payhawk
Llama 4 Maverickno first choice
Qwen 3.7 FlashBrex, Ramp alternatives: BILL Spend & Expense, Expensify, Rydoo
Kimi K2Expensify, Ramp alternatives: Brex, Emburse
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 Spend0%#7 of 8SAP Concur0%#8 of 8Mid-marketThe figures above
Level: the same share of first choices.
Rippling Spend4%#7 of 11SAP Concur4%#8 of 11Enterprise
SAP Concur leads by sixty-eight points.
SAP Concur68%#1 of 10Rippling Spend0%#9 of 10What the models said about Rippling Spend
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Reviews of broad platforms like Rippling note the initial setup can feel like a larger undertaking than a standalone expense tool.” GPT-5.4 mini · negative prompt · soft negative
“Rippling Spend if you want the best balance of usability, automation, and internal-system integration.” GPT-5.4 mini · direct prompt · first choice
“Rippling Spend (if you want a unified HR/expense platform)” MiniMax M2.5 · direct prompt · first choice
What the models said about SAP Concur
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Cautions: Slow OCR, rigid workflows, and approver experience issues are common in larger enterprise rollouts.” Muse Glimmer 30B · negative prompt · hard negative
“SAP Concur - has an outdated and unintuitive user interface, complex and time-consuming expense submission.” Llama 4 Maverick · negative prompt · hard negative
“Choose SAP Concur / Navan for large, international B2B with travel + expense integration and strict compliance.” Muse Glimmer 30B · direct prompt · first choice
Also compared
Ramp vs Rippling SpendRamp vs SAP ConcurZoho Expense vs Rippling SpendZoho Expense vs SAP ConcurExpensify vs Rippling SpendExpensify vs SAP ConcurBILL Spend & Expense vs Rippling SpendBILL Spend & Expense vs SAP ConcurBrex vs Rippling SpendBrex vs SAP ConcurNavan vs Rippling SpendNavan vs SAP ConcurAll 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.