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Guide · October 2026 Edition

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

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

The top eight of nine ranked products, mid-market standing. Share is the product's share of first choices; the negative rate is the share of its labels that were cautions or warnings.

	Product	First-choice share	Negative rate	Labels	Leads for	Quadrant
1	Ramp	35%	8%	53	Mid-market	endorsed leader
2	Zoho Expense	21%	5%	38	Small business	accepted challenger
3	Expensify	10%	17%	64	none	accepted challenger
4	BILL Spend & Expense	6%	11%	46	none	accepted challenger
5	Brex	4%	12%	34	none	accepted challenger
6	Navan	4%	7%	27	none	accepted challenger
7	Rippling Spend	4%	8%	24	none	accepted challenger
8	SAP Concur	4%	44%	45	Enterprise	criticized challenger

The full standing, every product with 10 labels or more, is on the category page, with the products at zero and the ones warned against.

How a product gets on this list

No submission, no payment, no editorial pick.

Named by a model

The judge reads every answer

A product is on the record because a model named it in an answer and the judge labeled the naming: first choice, alternative, mention, caution or warning, each with the sentence it came from. 54 products were named for expense management software this edition.

Enough labels to rank

10 labels and a first choice

A product is ranked once it carries 10 labels in a segment and at least one first choice there. Below that it is named but not ranked, and it says so on its page. The vendor table that folds spellings into products is versioned; this page was scored under v2026-10.7.

A measured floor

10 points

The same categories are asked again with nothing changed to measure how much an answer moves on its own. A change in share smaller than the floor is not reported as a change. The repeat, model by model.

The six questions

Asked word for word of every model, on behalf of a mid-market B2B company; the other buyers get the same six with the company size changed. These are the evaluation criteria: not a rubric written for this guide, but the questions a buyer asks.

Framing	The question
Direct	What is the best expense management software for a mid-market B2B company?
Paraphrase	Which employee expense reporting tool would you recommend to a mid-sized B2B company?
Comparative	What are the top expense management tools and how do they differ?
Budget-constrained	What is the best expense management software for a company with a limited budget?
Scale-constrained	We are a 500 person company evaluating an expense management software. What should we look at?
Negative	Which expense management tools should I avoid or be cautious about?

1. Ramp

Named in seventeen categories this edition.

Ramp is #1 of 9 for the mid-market buyer at 35% of first choices, from 53 labels by 14 of 14 models; 8% of those labels were cautions or warnings. Seven of fourteen models named it first on the direct question. It led the direct, paraphrase, comparative, negative framings. By buyer: small business #2 of 6 at 25%; mid-market #1 of 9 at 35%; enterprise #2 of 5 at 15%.

4 of 14 models argued against it somewhere in their answers, 0 as a warning.

What the models said for it

“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 · first choice

“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 · first choice

And against it

No negative label in this category carried a quote.

Ramp's page What the models named instead Ramp vs Zoho Expense Ramp vs Expensify Ramp vs BILL Spend & Expense

2. Zoho Expense

Named in five categories this edition.

Zoho Expense is #2 of 9 for the mid-market buyer at 21% of first choices, from 38 labels by 14 of 14 models; 5% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. It led the budget-constrained framing. By buyer: small business #1 of 6 at 37%; mid-market #2 of 9 at 21%; enterprise unranked.

What the models said for it

“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 · first choice

“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 · first choice

And against it

“Zoho Expense - has poor and slow customer support, glitches, bugs, and performance issues.” Llama 4 Maverick · negative prompt · hard negative

“Review pages for tools like Zoho Expense mention pricing complaints from users, especially around subscriptions and minimum billing.” GPT-5.4 mini · negative prompt · soft negative

Zoho Expense's page What the models named instead Zoho Expense vs Ramp Zoho Expense vs Expensify Zoho Expense vs BILL Spend & Expense

3. Expensify

Named in five categories this edition.

Expensify is #3 of 9 for the mid-market buyer at 10% of first choices, from 64 labels by 14 of 14 models; 17% of those labels were cautions or warnings. Two of fourteen models named it first on the direct question. By buyer: small business #3 of 6 at 19%; mid-market #3 of 9 at 10%; enterprise #5 of 5 at 2%.

11 of 14 models argued against it somewhere in their answers, 4 as a warning.

What the models said for it

“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 · first choice

“### 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 · first choice

And against it

“criticized for complex and unintuitive interfaces, unexpected fees, unreliable credit card syncing, and poor customer support” Mistral Small · negative prompt · hard negative

“Came under fire for receipt scanning methodology using third-party ML services... recurring technical and syncing problems” MiniMax M2.5 · negative prompt · hard negative

Expensify's page What the models named instead Expensify vs Ramp Expensify vs Zoho Expense Expensify vs BILL Spend & Expense

4. BILL Spend & Expense

Named in six categories this edition.

BILL Spend & Expense is #4 of 9 for the mid-market buyer at 6% of first choices, from 46 labels by 14 of 14 models; 11% of those labels were cautions or warnings. Zero of fourteen models named it first on the direct question. By buyer: small business #4 of 6 at 14%; mid-market #4 of 9 at 6%; enterprise #4 of 5 at 4%.

5 of 14 models argued against it somewhere in their answers, 1 as a warning.

What the models said for it

No positive label in this category carried a quote.

And against it

“BILL/Divvy (bugs and support)” DeepSeek V4 Flash · negative prompt · hard negative

BILL Spend & Expense's page What the models named instead BILL Spend & Expense vs Ramp BILL Spend & Expense vs Zoho Expense BILL Spend & Expense vs Expensify

5. Brex

Named in eleven categories this edition.

Brex is #5 of 9 for the mid-market buyer at 4% of first choices, from 34 labels by 14 of 14 models; 12% of those labels were cautions or warnings. One of fourteen models named it first on the direct question. It led the scale-constrained framing. By buyer: small business #5 of 6 at 4%; mid-market #5 of 9 at 4%; enterprise unranked.

4 of 14 models argued against it somewhere in their answers, 1 as a warning.

What the models said for it

No positive label in this category carried a quote.

And against it

“Brex (Avoid if you are a bootstrapped or traditional small business)” Gemini 3.5 Flash · negative prompt · hard negative

Brex's page What the models named instead Brex vs Ramp Brex vs Zoho Expense Brex vs Expensify

6. Navan

Named in four categories this edition.

Navan is #6 of 9 for the mid-market buyer at 4% of first choices, from 27 labels by 14 of 14 models; 7% of those labels were cautions or warnings. Two of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #6 of 9 at 4%; enterprise unranked.

What the models said for it

No positive label in this category carried a quote.

And against it

No negative label in this category carried a quote.

Navan's page What the models named instead Navan vs Ramp Navan vs Zoho Expense Navan vs Expensify

7. Rippling Spend

Named in three categories this edition.

Rippling Spend is #7 of 9 for the mid-market buyer at 4% of first choices, from 24 labels by 13 of 14 models; 8% of those labels were cautions or warnings. Two of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #7 of 9 at 4%; enterprise unranked.

What the models said for it

“Rippling Spend if you want the best balance of usability, automation, and internal-system integration.” GPT-5.4 mini · direct prompt · first choice

“Rippling Spend (if you want a unified HR/expense platform)” MiniMax M2.5 · direct prompt · first choice

And against it

“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 · soft negative

Rippling Spend's page What the models named instead Rippling Spend vs Ramp Rippling Spend vs Zoho Expense Rippling Spend vs Expensify

8. SAP Concur

Named in eight categories this edition.

SAP Concur is #8 of 9 for the mid-market buyer at 4% of first choices, from 45 labels by 14 of 14 models; 44% of those labels were cautions or warnings. Two of fourteen models named it first on the direct question. By buyer: small business unranked; mid-market #8 of 9 at 4%; enterprise #1 of 5 at 68%.

11 of 14 models argued against it somewhere in their answers, 3 as a warning.

What the models said for it

“Choose SAP Concur / Navan for large, international B2B with travel + expense integration and strict compliance.” Muse Glimmer 30B · direct prompt · first choice

And against it

“Cautions: Slow OCR, rigid workflows, and approver experience issues are common in larger enterprise rollouts.” Muse Glimmer 30B · negative prompt · hard negative

“SAP Concur - has an outdated and unintuitive user interface, complex and time-consuming expense submission.” Llama 4 Maverick · negative prompt · hard negative

SAP Concur's page What the models named instead SAP Concur vs Ramp SAP Concur vs Zoho Expense SAP Concur vs Expensify

Where the models split

Not who to buy, which the index never says, but where the answer depends on how the question was asked and who asked it.

By framing, mid-market buyer

Framing	Named first most often	Then
Direct	Ramp 7 of 14 models	Airbase (3), Expensify (2), Navan (2)
Paraphrase	Ramp 7 of 14 models	Expensify (3), BILL Spend & Expense (1), Emburse Professional, formerly Emburse Certify (1)
Comparative	Ramp 5 of 14 models	Expensify (3), Airwallex (1), Brex (1)
Budget-constrained	Zoho Expense 11 of 14 models	Ramp (3), BILL Spend & Expense (2)
Scale-constrained	Brex 1 of 14 models	Ramp (1)
Negative	Ramp 2 of 14 models	Expensify (1), Zoho Expense (1)

By buyer

Buyer	Leads	Then
Small business	Zoho Expense 37%	Ramp, Expensify, BILL Spend & Expense
Mid-market	Ramp 35%	Zoho Expense, Expensify, BILL Spend & Expense
Enterprise	SAP Concur 68%	Ramp, Emburse, BILL Spend & Expense

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. Every category by buyer.

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.

The rest of the record on expense management

The small business standing The mid-market standing The enterprise standing Ramp vs Zoho Expense Ramp vs Expensify Ramp vs BILL Spend & Expense Ramp vs Brex Ramp vs Navan Ramp vs Rippling Spend Every product and every label

Every answer, every label and its evidence quote are in the record, sent on request. The page is published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.