# Expense management: what fourteen AI models recommend, and why, October 2026

Finance AI Recommendation Index, October 2026 Edition. Page: https://finance-ai-index.com/spend/expense-management/guide/

Fourteen AI models were asked for expense management software six ways each, on behalf of a small, a mid-market and an enterprise B2B company: 252 answers, in which a judge labeled 54 products. Nine of them carry at least 10 labels and a first choice, and are ranked. This guide walks the top eight in the order the mid-market standing puts them, with what the models said for and against each, in their words. Ramp leads at 35% of first choices, and the standing is contested.

## At a glance

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Ramp | 35% | 8% | 53 |
| 2 | Zoho Expense | 21% | 5% | 38 |
| 3 | Expensify | 10% | 17% | 64 |
| 4 | BILL Spend & Expense | 6% | 11% | 46 |
| 5 | Brex | 4% | 12% | 34 |
| 6 | Navan | 4% | 7% | 27 |
| 7 | Rippling Spend | 4% | 8% | 24 |
| 8 | SAP Concur | 4% | 44% | 45 |

## 1. Ramp

Ramp is #1 of 9 at 35% of first choices, 53 labels, negative rate 8%. By buyer: small business #2 of 6 at 25%; mid-market #1 of 9 at 35%; enterprise #2 of 5 at 15%.

- For: "Ramp or Brex (Best for Card-First, Modern Spend Management): Free platform fees, incredibly fast to set up, highly modern UI, and top-tier AI receipt matching." (Gemini 3.5 Flash, scale prompt)
- For: "Ramp (Best Overall Free Option) ... Go with Ramp. It will save your team dozens of hours of manual receipt-chasing, and you will pay $0 in software fees." (Gemini 3.5 Flash, budget prompt)

## 2. Zoho Expense

Zoho Expense is #2 of 9 at 21% of first choices, 38 labels, negative rate 5%. By buyer: small business #1 of 6 at 37%; mid-market #2 of 9 at 21%; enterprise unranked.

- For: "If you have 3 or fewer users: Go with Zoho Expense's free plan — it's the most generous truly free option with real features." (DeepSeek V4 Flash, budget prompt)
- For: "Zoho Expense free tier or Wave free accounting for pure tracking... Zoho Expense at ~$3/user/mo once you outgrow the free tier." (Muse Glimmer 30B, budget prompt)
- Against: "Zoho Expense - has poor and slow customer support, glitches, bugs, and performance issues." (Llama 4 Maverick, negative prompt)
- Against: "Review pages for tools like Zoho Expense mention pricing complaints from users, especially around subscriptions and minimum billing." (GPT-5.4 mini, negative prompt)

## 3. Expensify

Expensify is #3 of 9 at 10% of first choices, 64 labels, negative rate 17%. By buyer: small business #3 of 6 at 19%; mid-market #3 of 9 at 10%; enterprise #5 of 5 at 2%.

- For: "Expensify | Small to mid-sized businesses, SMBs, distributed teams | $5/user/month ... Simple onboarding, fast expense submission, excellent value for money" (GLM 4.7 FlashX, comparative prompt)
- For: "### 1. Expensify (Best All-Rounder) ... Choose Expensify if: You want the safest bet with the widest range of accounting software connections." (Qwen 3.7 Flash, paraphrase prompt)
- Against: "criticized for complex and unintuitive interfaces, unexpected fees, unreliable credit card syncing, and poor customer support" (Mistral Small, negative prompt)
- Against: "Came under fire for receipt scanning methodology using third-party ML services... recurring technical and syncing problems" (MiniMax M2.5, negative prompt)

## 4. BILL Spend & Expense

BILL Spend & Expense is #4 of 9 at 6% of first choices, 46 labels, negative rate 11%. By buyer: small business #4 of 6 at 14%; mid-market #4 of 9 at 6%; enterprise #4 of 5 at 4%.

- Against: "BILL/Divvy (bugs and support)" (DeepSeek V4 Flash, negative prompt)

## 5. Brex

Brex is #5 of 9 at 4% of first choices, 34 labels, negative rate 12%. By buyer: small business #5 of 6 at 4%; mid-market #5 of 9 at 4%; enterprise unranked.

- Against: "Brex (Avoid if you are a bootstrapped or traditional small business)" (Gemini 3.5 Flash, negative prompt)

## 6. Navan

Navan is #6 of 9 at 4% of first choices, 27 labels, negative rate 7%. By buyer: small business unranked; mid-market #6 of 9 at 4%; enterprise unranked.


## 7. Rippling Spend

Rippling Spend is #7 of 9 at 4% of first choices, 24 labels, negative rate 8%. By buyer: small business unranked; mid-market #7 of 9 at 4%; enterprise unranked.

- For: "Rippling Spend if you want the best balance of usability, automation, and internal-system integration." (GPT-5.4 mini, direct prompt)
- For: "Rippling Spend (if you want a unified HR/expense platform)" (MiniMax M2.5, direct prompt)
- Against: "Reviews of broad platforms like Rippling note the initial setup can feel like a larger undertaking than a standalone expense tool." (GPT-5.4 mini, negative prompt)

## 8. SAP Concur

SAP Concur is #8 of 9 at 4% of first choices, 45 labels, negative rate 44%. By buyer: small business unranked; mid-market #8 of 9 at 4%; enterprise #1 of 5 at 68%.

- For: "Choose SAP Concur / Navan for large, international B2B with travel + expense integration and strict compliance." (Muse Glimmer 30B, direct prompt)
- Against: "Cautions: Slow OCR, rigid workflows, and approver experience issues are common in larger enterprise rollouts." (Muse Glimmer 30B, negative prompt)
- Against: "SAP Concur - has an outdated and unintuitive user interface, complex and time-consuming expense submission." (Llama 4 Maverick, negative prompt)

## Questions the record answers

**Which expense management software do AI models name first most often?** Ramp, in 35% of first choices for a mid-market B2B company in the October 2026 Edition, from 53 labels. The standing is contested: the models did not settle on one product.

**Does the answer change with the size of the company?** Small business: Zoho Expense at 37%. Mid-market: Ramp at 35%. Enterprise: SAP Concur at 68%. Each standing is computed within its segment and never pooled.

**Which framing changes the answer?** The direct, paraphrase, budget and scale framings count toward share. The product named first differs by framing: direct Ramp; paraphrase Ramp; comparative Ramp; budget-constrained Zoho Expense; scale-constrained Brex; negative Ramp. The table above has the counts.

**How stable is one answer?** Asked again with nothing changed, the models moved their own first choice 67% of the time across the repeat sample; Across the categories asked twice, a leader's share moved 3 points at the median and the index calls a change only above 10 points.

**Where do the answers come from?** Fourteen of the fourteen models return sources. Their 77 answers here cite 1,016 pages; the sites cited most are bill.com, ofx.com, ramp.com. The category page lists them all.

**Can a vendor pay to be on this list?** No. A product is on the record because a model named it. A vendor can claim its page, propose corrections to the vendor table and be told when its standing moves; it cannot change a label, a share or a rank, and the publisher's conflicts are disclosed on the method page.

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.