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Procure-to-pay · October 2026 Edition

Spendwise vs Coupa

Zero of fourteen models named Spendwise first on the direct prompt; one named Coupa. Spendwise was named by nine of the fourteen models and Coupa by fourteen and Spendwise carries 11 labels and Coupa 50, so the shares are not directly comparable.

Spendwise

accepted challenger

Named in four categories this edition.

Coupa

criticized challenger

Named in nine categories this edition.

First-choice share3%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%50%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#6A position in a field of 13; printed, not drawn.
Labels1150A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Spendwise reading right to left. Rank and label count are printed, not drawn.Procurify was named alongside these two in thirteen of the fourteen direct answers. Procurify vs Spendwise · Procurify vs Coupa · Precoro vs Spendwise

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 procure-to-pay page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
SpendwiseFirst choices, of fourteen modelsCoupa
Direct019 against Coupa
Paraphrase005 against Coupa
Comparative05
Budget-constrained203 against Coupa
Scale-constrained013 against Coupa
Negative015 against Coupa
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 Spendwise and Coupa stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Spendwise Coupa first choice named as an alternative argued againstblank: not namedEach cell is one answer, Spendwise on the left and Coupa on the right.

The direct prompt

The plain question, one answer per model, grouped by where Spendwise and Coupa stood in it.

Coupa first, Spendwise not the choice

1 of 14 modelsSpendwise was named in the answer but not as the choice, or not at all.
GPT-5.4 miniCoupa, Procurify alternatives: Ivalua, Jaggaer, Onventis, SAP

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.
Qwen 3.7 FlashProcurify alternatives: Airbase, BILL, Coupa, Tipalti
Kimi K2Procurify alternatives: Coupa, Precoro

Neither was named

11 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5APSentra alternatives: Precoro, Procurify, Rillion
Gemini 3.5 FlashProcurify alternatives: Precoro, Ramp, Tipalti, Zip
Perplexity SonarProcurify alternatives: Precoro, Ramp, Rillion
Grok 4.1 FastProcurify alternatives: Precoro, Ramp, Stampli
Mistral SmallProcurify, Rillion alternatives: Precoro
DeepSeek V4 FlashPrecoro, Procurify alternatives: ProcureDesk, Zip
Llama 4 MaverickRillion alternatives: Mindsprint, ProcureDesk
GLM 4.7 FlashXProcurify alternatives: Fraxion, Precoro, ProcureDesk
MiniMax M2.5Precoro, Procurify alternatives: Ivalua, Proactis
GPT-6 LunaProcurify alternatives: Precoro, Ramp, Tipalti
Muse Glimmer 30BProcurify alternatives: Payhawk, Precoro, ProcureDesk, 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
Spendwise leads by five points.
Spendwise5%#6 of 11
Coupa0%#10 of 11
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Spendwise3%#5 of 13
Coupa3%#6 of 13
The full mid-market standing →
Enterprise
The order flips: Coupa leads at enterprise.
Coupa43%#1 of 8
Spendwise0%#– of 8
The full enterprise standing →

What the models said about Spendwise

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

“Ramp (free tier) and Spendwise (starting at $9/user/month) are especially attractive for companies with tight budgets” Mistral Small · budget prompt · first choice
“The Absolute Best Value: Spendwise ... most affordable fully-featured P2P platform on the market” GLM 4.7 FlashX · budget prompt · first choice
“If you have fewer than 10 users and only need POs plus approvals, Spendwise at ~$9/user is unbeatable.” DeepSeek V4 Flash · budget prompt · alternative

What the models said about Coupa

No label in this category carried a quote.

Also compared
Procurify vs SpendwiseProcurify vs CoupaPrecoro vs SpendwisePrecoro vs CoupaRamp vs SpendwiseRamp vs CoupaTradogram vs SpendwiseTradogram vs CoupaSpendwise vs ProcureDeskSpendwise vs ZipCoupa vs ProcureDeskCoupa vs ZipAll twenty-eight head-to-head pages and the full procure-to-pay 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.