Navan

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

Mention rate

76%of all answers on this question

Best standing

#4of 42 on Best expense management software

Buying questions

1where any model named it

Never named it

0of 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. GPT-6 Luna100%
2. Gemini 4 Argon100%
3. Qwen 3.8 Flash92%
4. Kimi K392%
5. Claude Haiku 5.583%
6. DeepSeek V4 Pro83%
7. GLM-5.367%
8. Mistral Large 450%
9. Nemotron 3 Ultra50%
10. MiniMax M342%

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 10

• Claude Haiku 5.5Combines corporate travel booking with expense management and corporate cards.
• GPT-6 LunaCombines corporate cards and expense management with especially capable business travel booking and policy enforcement.
• Gemini 4 ArgonUnmatched combination of seamless corporate travel booking and automated real-time expense management.
• Qwen 3.8 FlashCombines corporate travel booking with modern expense tooling.
• DeepSeek V4 ProLeading travel-and-expense combo with consumer-grade card experience.
• GLM-5.3Travel-embedded expenses with clean automation and competitive pricing.
• Kimi K3Combines travel and expense management with smart cards and real-time policy enforcement.
• MiniMax M3Strong travel, card, and expense unification for mid-market and enterprise.
• Mistral Large 4Unified travel booking and expense management with strong policy controls.
• Nemotron 3 UltraFormerly TripActions, excels at travel + expense unification with superior UX and inventory

Against the competition

Each question's products ranked by the share of all answers that named them, Navan 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%

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	83	100	100	92	83	67	92	42	50	50

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	93	63	53	93

Head to head

Against the products named most often on the same questions

Navan vs ExpensifyNavan vs RampNavan vs BrexNavan vs AirbaseNavan vs SAP ConcurNavan vs Zoho Expense

Compare with another product

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