Business banking · September 2026 Edition
Mercury vs Bluevine
One of twelve models named Mercury first on the direct prompt; one named Bluevine. Both were named by all twelve models and Mercury carries 43 labels and Bluevine 34, so the shares are not directly comparable.
Named in seven categories this edition.
Named in two categories this edition.
First-choice share20%20%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%9%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 13; printed, not drawn.
Labels4334A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Mercury reading right to left. Rank and label count are printed, not drawn.Chase Business Banking was named alongside these two in nine of the twelve direct answers. Mercury vs Chase Business Banking · Bluevine vs Chase Business Banking
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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 twelve models made each the first choice, per way of asking, and how many argued against it.
MercuryFirst choices, of twelve modelsBluevine
Direct11
Paraphrase71
Comparative21
Budget-constrained061 against Mercury
Scale-constrained00
Negative112 against Mercury · 3 against Bluevine
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Mercury and Bluevine stood in it.
Mercury first, Bluevine not the choice
1 of 12 modelsBluevine was named in the answer but not as the choice, or not at all.Kimi K2Chase Business Banking, Mercury alternatives: Brex, First Internet Bank
Bluevine first, Mercury not the choice
1 of 12 modelsMercury was named in the answer but not as the choice, or not at all.Qwen 3.7 FlashBluevine alternatives: Airwallex, Chase Business Banking, Relay
Neither was the first choice, one was named
4 of 12 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, Fifth Third Bank, Mercury, PNC Bank
Perplexity SonarRho alternatives: Bluevine, Brex, Relay
DeepSeek V4 FlashBrex alternatives: Bank of America, Chase Business Banking, HSBC, Mercury, Relay, U.S. Bank, Wells Fargo
MiniMax M2.5Chase Business Banking alternatives: Airwallex, Bank of America, Barclays, HSBC, Mercury, NatWest, Rho, Silicon Valley Bank, Wells Fargo
Neither was named
6 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Brex alternatives: Airwallex, Chase Business Banking, U.S. Bank
GPT-5.4 miniChase Business Banking alternatives: Bank of America, TD Bank, U.S. Bank
Grok 4.1 FastBank of America, Chase Business Banking alternatives: Brex, PNC Bank, Rho
Mistral SmallAxos Bank, PNC Bank alternatives: First Internet Bank, Revolut Business, Wise Business
Llama 4 Maverickno first choice
GLM 4.7 FlashXChase Business Banking alternatives: Airwallex, Qonto, Wise Business
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
Mercury leads by eight points.
Mercury33%#1 of 11Bluevine25%#2 of 11Mid-marketThe figures above
Level: the same share of first choices.
Mercury20%#1 of 13Bluevine20%#2 of 13Enterprise
What the models said about Mercury
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Frequent account freezes/closure, slow support, funds held 60+ days | 15.4 negative reviews/month (4x industry average)” DeepSeek V4 Flash · negative prompt · hard negative
“neobanks (such as Mercury, Bluevine, or Novo) rely heavily on automated fraud-detection algorithms” Gemini 3.5 Flash · negative prompt · soft negative
“does not support physical branches or cash deposits” Perplexity Sonar · budget prompt · soft negative
“I'd usually recommend Mercury if your priority is a modern, startup-friendly banking platform” GPT-5.4 mini · paraphrase prompt · first choice
“For most mid-market B2B companies today, Mercury or Chase are the safest starting points” Kimi K2 · direct prompt · first choice
“Mercury, which is considered the best overall digital business banking platform for startups” Llama 4 Maverick · paraphrase prompt · first choice
What the models said about Bluevine
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“High closure rate (44% of negatives)” DeepSeek V4 Flash · negative prompt · hard negative
“neobanks (such as Mercury, Bluevine, or Novo) rely heavily on automated fraud-detection algorithms” Gemini 3.5 Flash · negative prompt · soft negative
“Caution: Multiple reports of unexpectedly frozen or closed business accounts” Kimi K2 · negative prompt · soft negative
“choose Bluevine Business Checking for the best balance of low cost and useful business features” Perplexity Sonar · budget prompt · first choice
“Bluevine is frequently cited as the best for scaling businesses due to its fee structure.” Qwen 3.7 Flash · direct prompt · first choice
“Consider highly rated alternatives: Bluevine, Mercury, Axos, NBKC (low fees, good reviews” Grok 4.1 Fast · negative prompt · first choice
Also compared
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.