Spend management platforms · October 2026 Edition
Ramp vs Spendesk
Eight of fourteen models named Ramp first on the direct prompt; one named Spendesk. Ramp was named by fourteen of the fourteen models and Spendesk by thirteen and Ramp carries 66 labels and Spendesk 28, so the shares are not directly comparable.
Named in seventeen categories this edition.
Named in four categories this edition.
First-choice share44%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 12; printed, not drawn.
Labels6628A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Ramp reading right to left. Rank and label count are printed, not drawn.Airbase was named alongside these two in nine of the fourteen direct answers. Ramp vs Airbase · Ramp vs BILL Spend & Expense · Ramp vs Payhawk
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 spend management platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
RampFirst choices, of fourteen modelsSpendesk
Direct81
Paraphrase71
Comparative70
Budget-constrained80
Scale-constrained10
Negative208 against Ramp · 5 against Spendesk
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 Ramp and Spendesk 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 | | | | | |
Ramp Spendesk first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ramp on the left and Spendesk on the right.The direct prompt
The plain question, one answer per model, grouped by where Ramp and Spendesk stood in it.
Ramp first, Spendesk an alternative
8 of 14 modelsSpendesk was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Ramp alternatives: Airbase, Brex, Corpay Complete, Coupa, Procurify
GPT-5.4 miniRamp alternatives: BILL Spend & Expense, Procurify, SAP Concur
Gemini 3.5 FlashRamp alternatives: Airbase, Brex, Navan, Payhawk, Spendesk
Mistral SmallAirbase, Ramp alternatives: Brex
DeepSeek V4 FlashRamp alternatives: Airbase, BILL Spend & Expense, Spendesk
Qwen 3.7 FlashCoupa, Ramp alternatives: BILL Spend & Expense, Procurify
Kimi K2Ramp alternatives: Airbase, Brex, Paylocity for Finance
GPT-6 LunaRamp alternatives: Brex, Coupa, Paylocity for Finance
Spendesk first, Ramp an alternative
1 of 14 modelsRamp was named in the answer but not as the choice, or not at all.Muse Glimmer 30BAirbase, Spendesk alternatives: Brex, Coupa, Ramp
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarPayhawk alternatives: BILL Spend & Expense, Corpay Complete, Procurify, Ramp, Spendesk
Llama 4 MaverickAirbase alternatives: AvidXchange, BILL Spend & Expense, Brex, Corpay Complete, Coupa, Payhawk, Ramp
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Grok 4.1 FastProcurify alternatives: Airbase, BILL Spend & Expense, Spendwise
GLM 4.7 FlashXPrecoro alternatives: Airbase, Coupa, ProcureDesk, Procurify
MiniMax M2.5BILL Spend & Expense alternatives: Coupa, Rho, SAP Ariba
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
Mid-marketThe figures above
Enterprise
What the models said about Ramp
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Users frequently cite issues with receipt management, such as problems with voiding transactions and unusable CSV exports.” Mistral Small · negative prompt · hard negative
“Many modern platforms (like Ramp and Brex) are "free" because they require you to migrate your company credit cards to their proprietary cards.” Gemini 3.5 Flash · negative prompt · soft negative
“Ramp: Excellent for fast-growing mid-market companies. Strong automation, great ERP integrations, flat-rate cashback... Very popular for consolidated card, AP, and expense.” Gemini 3.5 Flash · scale prompt · first choice
What the models said about Spendesk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“several users report it may be too expensive for smaller teams and lacks depth in critical operational areas” GLM 4.7 FlashX · negative prompt · soft negative
“Be cautious if you have high transaction volumes with many recurring vendors and are cost-sensitive.” Muse Glimmer 30B · negative prompt · soft negative
“High cost relative to competitors, Approval delays, Customer service response time concerns” MiniMax M2.5 · negative prompt · soft negative
“Spendesk - Combines company cards, expense management, accounts payable, procurement, budgeting, and spend controls. Suitable for mid-sized teams” Llama 4 Maverick · paraphrase prompt · first choice
“If you want maximum adoption signal for SMB/mid-market CFOs today, Spendesk leads the reported adoption share.” Muse Glimmer 30B · direct prompt · first choice
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.