Coupa

How often 10 AI models recommend Coupa, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

16%of all answers on this question

Best standing

#15of 42 on Best expense management software

Buying questions

1where any model named it

Never named it

4of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. GLM-5.350%
2. MiniMax M342%
3. Nemotron 3 Ultra25%
4. Claude Haiku 5.517%
5. Qwen 3.8 Flash17%
6. Kimi K38%
7. GPT-6 Luna0%
8. Gemini 4 Argon0%
9. DeepSeek V4 Pro0%
10. Mistral Large 40%

Never named it: GPT-6 Luna Gemini 4 Argon DeepSeek V4 Pro Mistral Large 4

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best expense management software 4

• Qwen 3.8 FlashSuite-level spend management; strong mid-market/enterprise procurement depth.
• GLM-5.3Broader spend platform with solid expense modules for large enterprises.
• MiniMax M3Powerful T&E and procurement suite aimed at large enterprises.
• Nemotron 3 UltraProcurement-led spend management with strong expense module for large organizations

Against the competition

Each question's products ranked by the share of all answers that named them, Coupa highlighted.

Best expense management software

42 products named in 120 answers across 4 wordings

In nearly every answer

ExpensifyRampBrex

Contested

1. 4Navan76%
2. 5Airbase73%
3. 6SAP Concur69%
4. 7Zoho Expense68%
5. 8BILL Spend & Expense44%
6. ⋯
7. 15Coupa16%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best expense management software	17			17		50	8	42		25

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best expense management software	27		20	17

Head to head

Against the products named most often on the same questions

Coupa vs ExpensifyCoupa vs RampCoupa vs BrexCoupa vs NavanCoupa vs AirbaseCoupa vs SAP Concur

Compare with another product

Work on Coupa? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.