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Business banking · October 2026 Edition

Novo vs Relay

Zero of fourteen models named Novo first on the direct prompt; zero named Relay. Novo was named by eleven of the fourteen models and Relay by fourteen and Novo carries 22 labels and Relay 26, so the shares are not directly comparable.

Novo

accepted challenger

Named in one category this edition.

Relay

criticized challenger

Named in two categories this edition.

First-choice share10%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%27%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#8A position in a field of 14; printed, not drawn.
Labels2226A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Novo 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 Novo · Mercury vs Relay · Rho vs Novo

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.
NovoFirst choices, of fourteen modelsRelay
Direct00
Paraphrase001 against Relay
Comparative00
Budget-constrained52
Scale-constrained00
Negative101 against Novo · 6 against Relay
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.

Across every category in the October 2026 Edition, Novo and Relay were named in the same answer thirty-five times, of the 60 answers naming Novo and the 88 naming Relay. In those answers Relay took the first choice ten times and Novo seven.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Novo and Relay 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
Novo Relay first choice named as an alternative argued againstblank: not namedEach cell is one answer, Novo on the left and Relay on the right.

The direct prompt

The plain question, one answer per model, grouped by where Novo and Relay stood in it.

Neither was the first choice, one was named

2 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5Chase Business Banking alternatives: Bluevine Premier Business Checking, KeyBank, Relay
Kimi K2Chase Performance Business Checking alternatives: Brex, Mercury, Relay

Neither was named

12 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
Gemini 3.5 FlashRho alternatives: Bank of America, Brex, Chase Business Banking, Mercury, Ramp
Perplexity SonarRho alternatives: Airwallex, Brex, Capital One Enhanced Checking
Grok 4.1 FastChase Business Banking alternatives: Bank of America, Capital One
Mistral SmallCapital One alternatives: PNC Bank Treasury Enterprise Plan, Truist Bank, Wells Fargo
DeepSeek V4 FlashBank of America, Chase Business Banking alternatives: Capital One
Llama 4 Maverickno first choice
Qwen 3.7 FlashRamp alternatives: Aspire, Bank of America, Chase Business Banking, Mercury, Oxygen Banking
GLM 4.7 FlashXMercury alternatives: Airwallex, Bank of America, Brex, Chase Business Banking
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
Muse Glimmer 30BBank of America, Chase Business Banking

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
Novo leads by two points.
Novo11%#3 of 12
Relay9%#4 of 12
The full small business standing →
Mid-marketThe figures above
Novo leads by six points.
Novo10%#4 of 14
Relay4%#8 of 14
The full mid-market standing →
Enterprise
The order flips: Relay leads at enterprise.
Relay2%#8 of 11
Novo0%#– of 11
The full enterprise standing →

What the models said about Novo

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

“Online platforms like Novo or Lili are great for lean startups, but they lack a physical branch presence.” Gemini 3.5 Flash · negative prompt · soft negative
“Zero-cost digital first: Novo or American Express Business Checking if you want 100% free with no minimums and no fees on ACH/wires.” Muse Glimmer 30B · budget prompt · first choice
“Opt for established options like Novo, Lili, or traditional banks (e.g., Wells Fargo) with fewer closure complaints.” Grok 4.1 Fast · negative prompt · first choice
“If you want a simple, fee‑free online account: Go with Novo, Bluevine, or Lili.” GLM 4.7 FlashX · budget prompt · first choice

What the models said about Relay

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

“51% of negatives related to account closures — the highest closure complaint ratio of any provider studied” DeepSeek V4 Flash · negative prompt · hard negative
“Elevated issues (13.3 negatives/month), 51% involving closures/freezes—tops the list for this problem.” Grok 4.1 Fast · negative prompt · hard negative
“Relay | 13.3 negative reviews/month | Account closures (51% of complaints)” Kimi K2 · negative prompt · hard negative
“For most companies with limited budgets, Mercury or Relay are excellent choices” Kimi K2 · budget prompt · first choice
“Mercury and Relay are standout choices for businesses with limited budgets” Mistral Small · budget prompt · first choice
“Relay has features that benefit midsize businesses and fast-growing startups, with no monthly fees and strong expense management tools.” Claude Haiku 4.5 · direct prompt · alternative
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.