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Strategic sourcing · September 2026 Edition

Coupa vs Jaggaer

Zero of twelve models named Coupa first on the direct prompt; zero named Jaggaer. Coupa was named by twelve of the twelve models and Jaggaer by eleven and Coupa carries 33 labels and Jaggaer 18, so the shares are not directly comparable.

Coupa

criticized challenger

Named in ten categories this edition.

Jaggaer

criticized challenger

Named in three categories this edition.

First-choice share6%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate42%28%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#6A position in a field of 11; printed, not drawn.
Labels3318A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Coupa reading right to left. Rank and label count are printed, not drawn.GEP SMART was named alongside these two in nine of the twelve direct answers. Precoro vs Coupa · Precoro vs Jaggaer · Tradogram vs Coupa

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 strategic sourcing page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
CoupaFirst choices, of twelve modelsJaggaer
Direct004 against Coupa · 2 against Jaggaer
Paraphrase204 against Coupa · 1 against Jaggaer
Comparative00
Budget-constrained002 against Coupa
Scale-constrained113 against Coupa · 2 against Jaggaer
Negative001 against Coupa
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.

Across every category in the September 2026 Edition, Coupa and Jaggaer were named in the same answer 177 times, of the 614 answers naming Coupa and the 187 naming Jaggaer. In those answers Jaggaer took the first choice three times and Coupa forty-seven.

Every model, every framing

The seventy-two answers behind the chart above, one cell each: where Coupa and Jaggaer 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
Coupa Jaggaer first choice named as an alternative argued againstblank: not namedEach cell is one answer, Coupa on the left and Jaggaer on the right.

The direct prompt

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

Neither was the first choice, one was named

5 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5no first choice alternatives: Coupa, GEP SMART, SourceRFX, Tradogram, Zycus
GPT-5.4 miniProcurify alternatives: Archlet, Coupa, Ivalua, SAP Ariba
Mistral SmallGEP SMART, Ivalua alternatives: Coupa, Workday Strategic Sourcing, Zycus
Llama 4 MaverickGEP SMART alternatives: Coupa, Jaggaer, Keelvar, Zycus
Qwen 3.7 FlashGEP SMART alternatives: Coupa, Jaggaer, Procol, ProcurePort, Zycus

Neither was named

7 of 12 modelsThe answer made no first choice from these two in this category.
Gemini 3.5 FlashWorkday Strategic Sourcing alternatives: Archlet, Market Dojo, Tropic, Zip
Perplexity SonarGEP SMART alternatives: Bonfire, Precoro, Procol
Grok 4.1 FastPrecoro alternatives: GEP SMART, Market Dojo, Tradogram
DeepSeek V4 FlashPrecoro alternatives: GEP SMART, Market Dojo, Tradogram, Workday Strategic Sourcing
Kimi K2Precoro alternatives: GEP SMART, Market Dojo, Procol, Tradogram
GLM 4.7 FlashXPrecoro alternatives: GEP SMART, SAP Ariba, ServiceNow Source‑to‑Pay Operations
MiniMax M2.5Precoro, Workday Strategic Sourcing alternatives: Zycus

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
Jaggaer leads by two points.
Jaggaer2%#– of 12
Coupa0%#11 of 12
The full small business standing →
Mid-marketThe figures above
The order flips: Coupa leads at mid-market.
Coupa6%#4 of 11
Jaggaer2%#6 of 11
The full mid-market standing →
Enterprise
Coupa leads by twenty-seven points.
Coupa35%#1 of 7
Jaggaer8%#4 of 7
The full enterprise standing →

What the models said about Coupa

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

“I'd recommend Coupa if you want a broadly adopted, fast-implementing procurement platform with sourcing capabilities” Perplexity Sonar · paraphrase prompt · first choice

What the models said about Jaggaer

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

“Avoid massive enterprise suites like SAP Ariba, Coupa (Enterprise tier), or JAGGAER” Gemini 3.5 Flash · scale prompt · hard negative
“shortlist against Coupa, Jaggaer, GEP SMART, and Ivalua” DeepSeek V4 Flash · scale prompt · first choice
Also compared
Precoro vs CoupaPrecoro vs JaggaerTradogram vs CoupaTradogram vs JaggaerGEP SMART vs CoupaGEP SMART vs JaggaerCoupa vs IvaluaIvalua vs JaggaerAll fifteen head-to-head pages and the full strategic sourcing 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.