Fyle

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

Mention rate

13%of all answers on this question

Best standing

#17of 42 on Best expense management software

Buying questions

1where any model named it

Never named it

5of 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. DeepSeek V4 Pro42%
2. Nemotron 3 Ultra42%
3. GPT-6 Luna25%
4. Qwen 3.8 Flash17%
5. MiniMax M38%
6. Claude Haiku 5.50%
7. Gemini 4 Argon0%
8. GLM-5.30%
9. Kimi K30%
10. Mistral Large 40%

Never named it: Claude Haiku 5.5 Gemini 4 Argon GLM-5.3 Kimi K3 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 3

• GPT-6 LunaUseful receipt capture through email, text, and card feeds with practical accounting integrations.
• DeepSeek V4 ProReceipt-first design with Gmail/Outlook integration for auto-fetching.
• Nemotron 3 UltraStrong policy enforcement and direct accounting integrations

Against the competition

Each question's products ranked by the share of all answers that named them, Fyle 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. 17Fyle13%

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		25		17	42			8		42

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	27

Head to head

Against the products named most often on the same questions

Fyle vs ExpensifyFyle vs RampFyle vs BrexFyle vs NavanFyle vs AirbaseFyle vs SAP Concur

Compare with another product

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