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Business banking · October 2026 Edition

Chase Business Banking vs Brex

Four of fourteen models named Chase Business Banking first on the direct prompt; zero named Brex. Chase Business Banking was named by thirteen of the fourteen models and Brex by twelve and Chase Business Banking carries 44 labels and Brex 22, so the shares are not directly comparable.

Chase Business Banking

criticized challenger

Named in one category this edition.

Brex

accepted challenger

Named in eleven categories this edition.

First-choice share8%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate27%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 14; printed, not drawn.
Labels4422A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Chase Business Banking reading right to left. Rank and label count are printed, not drawn.Bank of America was named alongside these two in eight of the fourteen direct answers. Mercury vs Chase Business Banking · Mercury vs Brex · Rho vs Chase Business Banking

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the business banking page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Chase Business BankingFirst choices, of fourteen modelsBrex
Direct402 against Brex
Paraphrase021 against Chase Business Banking
Comparative40
Budget-constrained003 against Chase Business Banking
Scale-constrained001 against Chase Business Banking
Negative007 against Chase Business Banking
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Chase Business Banking and Brex stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
Claude Haiku 4.5
GPT-5.4 mini
Gemini 3.5 Flash
Perplexity Sonar
Grok 4.1 Fast
Mistral Small
DeepSeek V4 Flash
Llama 4 Maverick
Qwen 3.7 Flash
Kimi K2
GLM 4.7 FlashX
MiniMax M2.5
GPT-6 Luna
Muse Glimmer 30B
Chase Business Banking Brex first choice named as an alternative argued againstblank: not namedEach cell is one answer, Chase Business Banking on the left and Brex on the right.

The direct prompt

The plain question, one answer per model, grouped by where Chase Business Banking and Brex stood in it.

Chase Business Banking first, Brex not the choice

4 of 14 modelsBrex was named in the answer but not as the choice, or not at all.
Claude Haiku 4.5Chase Business Banking alternatives: Bluevine Premier Business Checking, KeyBank, Relay
Grok 4.1 FastChase Business Banking alternatives: Bank of America, Capital One
DeepSeek V4 FlashBank of America, Chase Business Banking alternatives: Capital One
Muse Glimmer 30BBank of America, Chase Business Banking

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashRho alternatives: Bank of America, Brex, Chase Business Banking, Mercury, Ramp
Perplexity SonarRho alternatives: Airwallex, Brex, Capital One Enhanced Checking
Qwen 3.7 FlashRamp alternatives: Aspire, Bank of America, Chase Business Banking, Mercury, Oxygen Banking
Kimi K2Chase Performance Business Checking alternatives: Brex, Mercury, Relay
GLM 4.7 FlashXMercury alternatives: Airwallex, Bank of America, Brex, Chase Business Banking

Neither was named

5 of 14 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniJ.P. Morgan Commercial Banking alternatives: Bank of America, Wells Fargo Commercial Banking
Mistral SmallCapital One alternatives: PNC Bank Treasury Enterprise Plan, Truist Bank, Wells Fargo
Llama 4 Maverickno first choice
MiniMax M2.5PNC Bank alternatives: Capital One, First Internet Bank, Rho, Wise Business
GPT-6 LunaJ.P. Morgan Commercial Banking alternatives: Bank of America, Citibank, U.S. Bank

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Level: the same share of first choices.
Chase Business Banking4%#5 of 12
Brex4%#6 of 12
The full small business standing →
Mid-marketThe figures above
Chase Business Banking leads by four points.
Chase Business Banking8%#5 of 14
Brex4%#7 of 14
The full mid-market standing →
Enterprise
The order flips: Brex leads at enterprise.
Brex17%#2 of 11
Chase Business Banking15%#3 of 11
The full enterprise standing →

What the models said about Chase Business Banking

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.

“Trustpilot reviewers frequently mention poor phone support and unexplained account freezes.” Mistral Small · negative prompt · hard negative
“Reports of abrupt business account restrictions/closures without warning or clear reasons” Grok 4.1 Fast · negative prompt · hard negative
“Avoid traditional banks like Chase/BofA if budget-tight” Grok 4.1 Fast · budget prompt · hard negative
“Chase Business Complete Banking offers one of the largest branch networks in the country, making it suitable for mid-sized businesses that value physical branch access.” Claude Haiku 4.5 · direct prompt · first choice
“JPMorgan Chase Middle Market Banking with Chase Performance/Platinum Business Checking for integrated treasury, payments and fraud controls, or” Muse Glimmer 30B · direct prompt · first choice
“Need lots of cash deposits or in-person banking? Choose a big bank like Chase, BofA, or Wells Fargo.” GPT-5.4 mini · comparative prompt · first choice

What the models said about Brex

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.

“I would generally recommend Brex if you want an all-in-one platform for banking, cards, treasury, and spend management” Perplexity Sonar · paraphrase prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.