Business banking for small business buyers
Asked as “business bank account for a company”, and as “banking platform for a startup”, on behalf of a small B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
33%
Contested · Bluevine 25%
33Mercury25Bluevine12Novo29others
33% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the two products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not small business.
All twenty-eight head-to-head pages: the top eight products, each against each
Mercury vs BrexMercury vs NovoMercury vs U.S. BankMercury vs Bank of AmericaBluevine vs Chase Business BankingBluevine vs RhoBluevine vs BrexBluevine vs NovoBluevine vs U.S. BankBluevine vs Bank of AmericaChase Business Banking vs RhoChase Business Banking vs BrexChase Business Banking vs NovoChase Business Banking vs U.S. BankChase Business Banking vs Bank of AmericaRho vs BrexRho vs NovoRho vs U.S. BankRho vs Bank of AmericaBrex vs NovoBrex vs U.S. BankBrex vs Bank of AmericaNovo vs U.S. BankNovo vs Bank of AmericaU.S. Bank vs Bank of America
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07A08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Mercury33%
Mercury33%02Bluevine25%
Bluevine25%03Novo12%
Novo12%04Relay6%
Relay6%05Found4%
Found4%06Brex4%
Brex4%07Chase Business Banking4%
Chase Business Banking4%08Axos Bank Basic Business Checking2%
09Rho2%
Rho2%10Bank of America0%
Bank of America0%11Wells Fargo0%
Wells Fargo0%What they warned about
Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Bank of America57%
12 of 21 labels negative · 8 of 12 models · 4 hard negative
“Traditional brick-and-mortar banks (Chase, BoA) | High wire fees ($25\u2013$40 each), monthly maintenance fees” DeepSeek V4 Flash, paraphrase prompt
Wells Fargo62%
10 of 16 labels negative · 8 of 12 models · 4 hard negative
“Why to avoid: Wells Fargo has faced significant regulatory penalties and lawsuits for creating millions of unauthorized accounts and charging improper fees.” GLM 4.7 FlashX, negative prompt
Mercury14%
7 of 50 labels negative · 7 of 12 models · 4 hard negative
“Mercury rolled out strict geographic restrictions, closing the accounts of businesses with founders holding passports from or residing in dozens of countries” Gemini 3.5 Flash, negative prompt
Chase Business Banking31%
11 of 36 labels negative · 7 of 12 models · 1 hard negative
“Traditional brick-and-mortar banks (Chase, BoA) | High wire fees ... painful for a startup” DeepSeek V4 Flash, paraphrase prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
64 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 945 links across 245 sites, every framing counted. Ranked by the number of answers carrying the site or page.
42 answers · 64 citations · 11 models
32 answers · 54 citations · 10 models
vendor site · Found30 answers · 39 citations · 11 models
29 answers · 31 citations · 9 models
vendor site · Rho26 answers · 35 citations · 12 models
vendor site · Airwallex25 answers · 38 citations · 9 models
22 answers · 40 citations · 10 models
vendor site · Bluevine22 answers · 30 citations · 11 models
20 answers · 33 citations · 8 models
19 answers · 19 citations · 8 models
17 answers · 22 citations · 9 models
15 answers · 34 citations · 8 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
29 answers · 9 models
28 answers · 11 models
19 answers · 8 models
18 answers · 9 models
16 answers · 7 models
14 answers · 8 models
13 answers · 6 models
12 answers · 7 models
11 answers · 7 models
10 answers · 7 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best business bank account for a company”, “business bank account for a company”, “business banking providers”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Mercury mercury.com | 33% | 182 | 368,000 | 130,988 | 301,244 | $284,811 | 25 | 5 |
| Bluevine bluevine.com | 25% | 101 | 74,000 | 990 | 79,464 | $113 | 120 | 3 |
| Novo novo.co | 12% | 46 | 49,500 | 10,752 | 48,117 | $22,187 | 8 | |
| Relay relayfi.com | 6% | 63 | 90,500 | 68,685 | 96,775 | 120 | ||
| Found found.com | 4% | 33 | 201,000 | 640,595 | 87,265 | 13 | ||
| Brex brex.com | 4% | 524 | 60,500 | 1,190 | 328,914 | $12,238 | 81 | 7 |
| Chase chase.com Chase Business Banking 4% | 4% | 120 | 6,120,000 | 327,918 | 52,427,131 company | $69,752 | 119 | |
| Axos axosbank.com Axos Bank Basic Business Checking 2% | 2% | 29 | 492,589 company | $633 | 36 | |||
| Rho rho.co | 2% | 152 | 74,000 | 7,366 | 182,562 | $416 | 2 | |
| Grasshopper | 2% | 201,000 | 21,740 |
Google's top ten for the three searches hold 24 sites; 5 of them are among the sites the models cited here (airwallex.com, bluevine.com, forbes.com, nerdwallet.com, reddit.com). The first result for “best business bank account for a company” is business.bankofamerica.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best business bank account for a company for a small B2B company?”Paraphrase“Which banking platform for a startup would you recommend to a small business that sells to other businesses?”Comparative“What are the top business banking providers for a small team and how do they differ?”Budget-constrained“What is the best business bank account for a company for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a business bank account for a company. What should we look at?”Negative“Which business banking providers should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceMercury, StripeChangedagainst: Bank of America, Bluevine, Brex, Chase Business Banking, Wells FargoMercuryno first choiceno first choiceagainst: Wells Fargo
One alternative
SquareFour alternatives
Bluevine, Chase Business Banking, Lili, RelayGPT-5.4 miniBluevineMercuryChangedBank of America, Chase Business BankingBluevineagainst: Chase Business Bankingno first choiceagainst: TD Bank
Two alternatives
Bank of America, Chase Business BankingTwo alternatives
Brex, RhoThree alternatives
Brex, Mercury, Wells FargoTwo alternatives
NBKC, U.S. BankGemini 3.5 FlashMercuryMercuryHeldRelayagainst: NovoNovoagainst: Bank of America, Chase Business BankingBrex, Mercuryagainst: Bank of America, Chase Business Banking, Community Federal Savings Bank, Cross River Bank, Evolve Bank & Trust, Lineage Bank, Mercury, Novo, Wells Fargo, Wise Business
Five alternatives
Airwallex, Bluevine, Chase Business Banking, Relay, Wise BusinessThree alternatives
Brex, Relay, RhoThree alternatives
Bluevine, Chase Business Banking, MercuryFive alternatives
Bluevine, Found, Mercury, Relay, U.S. BankPerplexity SonarBluevineRhoChangedRelayBluevineno first choiceagainst: Bank of America, Capital One, Citibank, Citizens Bank, Comerica, Discover Bank, Fifth Third Bank, Flagstar, PNC Bank, Wells Fargo
Four alternatives
Chase Business Banking, Found, Mercury, RelayTwo alternatives
Chase Business Banking, MercuryFive alternatives
Bluevine, Chase Business Banking, Found, Lili, MercuryTwo alternatives
Chase Business Banking, MercuryGrok 4.20Bluevineagainst: Chase Business BankingMercuryChangedagainst: Chase Business BankingBluevine, Relayagainst: Bank of America, Chase Business BankingBluevineagainst: Barclaysno first choiceagainst: Bank of America, Bluevine, Chase Business Banking, Mercury, Relay, Revolut Business, Square, Wells Fargo
Seven alternatives
Axos Bank Basic Business Checking, Mercury, Monzo, Novo, Relay, Starling Bank, TideFour alternatives
Bluevine, Brex, Ramp, RelayOne alternative
MercurySeven alternatives
Axos Bank Basic Business Checking, Mercury, Monzo, NBKC, Novo, Starling Bank, TideSix alternatives
Axos Bank Basic Business Checking, Bluevine, Chase Business Banking, Mercury, NBKC, PNC BankMistral SmallBluevine, Novo, RelayMercuryChangedBluevineagainst: RhoBluevineno first choiceagainst: Mercury, Relay
Two alternatives
Found, MercuryTwo alternatives
Brex, RhoFour alternatives
Chase Business Banking, Found, Mercury, RelayEight alternatives
Finom Solo, Found, Grasshopper, Lili, Mercury, Novo, Qonto, RelayDeepSeek V4 FlashRelayMercuryChangedagainst: Bank of America, Chase Business Banking, Chime, NovoRelayBluevine, NovoChase Business Banking, Mercuryagainst: Absa Business Evolve Lite, Axos Bank Basic Business Checking, Bank of America, Bluevine, Cash App, Mercury, PayPal, RBS/NatWest, Relay, Revolut Business, Santander, Tide, Wells Fargo
Three alternatives
Bluevine, Brex, MercuryThree alternatives
Bluevine, Brex, RelaySeven alternatives
Bluevine, Brex, Chase Business Banking, Mercury, Novo, Rho, U.S. BankFour alternatives
American Express Business Checking, NBKC, Relay, U.S. BankTwo alternatives
Airwallex, RelayLlama 4 Maverickno first choiceno first choiceHeldno first choiceno first choiceno first choiceagainst: Bluevine
Qwen 3.7 FlashChase Business BankingMercuryChangedFoundBluevineFound, Mercury, Novoagainst: Bank of America, Chase Business Banking, Wells Fargoagainst: Bank of America, Kotak Mahindra Bank, Relay, Santander, Square, Stripe Treasury, Wells Fargo
Seven alternatives
Airwallex, Bluevine, Mercury, Monzo, Revolut Business, Tide, Wise BusinessThree alternatives
Airwallex, Bluevine, NovoThree alternatives
Mercury, Novo, RelayThree alternatives
Huntington Business Checking 100, Mercury, RelayKimi K2MercuryMercuryHeldagainst: BrexMercuryBluevine, RelayMercuryagainst: Anna, Bank of America, Mercury, Novo, Relay, Santander, Wells Fargo
Three alternatives
Bluevine, Grasshopper, NovoThree alternatives
Bluevine, Ramp, RelayFive alternatives
Bluevine, Found, Novo, Relay, Wise BusinessFour alternatives
Axos Bank Basic Business Checking, NBKC, Novo, U.S. BankFour alternatives
Axos Bank Basic Business Checking, First Internet Bank, Relay, Wise BusinessGLM 4.7 FlashXBluevine, Found, NovoMercuryChangedBrex, MercuryBluevineno first choiceagainst: Bank of America, Chase Business Banking, Mercury, TD Bank, Wells Fargo
Three alternatives
Chase Business Banking, Tide, Wise BusinessThree alternatives
Airwallex, Bluevine, Stripe AtlasEight alternatives
Bank of America, Bluevine, Chase Business Banking, Found, Novo, Relay, Rho, Wells FargoFour alternatives
Lili, NBKC, Novo, U.S. BankMiniMax M2.5Brex, GrasshopperMercuryChangedagainst: Silicon Valley BankMercuryagainst: NovoAxos Bank Basic Business Checking, Mercury, Novo, Starling Bank, Tangerine Business Bankingno first choiceagainst: Bluevine, HSBC, Mercury, RBS/NatWest, Relay
Three alternatives
Bluevine, Novo, RampFive alternatives
Brex, N26, RBC, Rho, Starling BankFour alternatives
Bluevine, Chase Business Banking, Found, RelayEight alternatives
BMO Business Account, Bank of America, Barclays, Chase Business Banking, Lloyds, Monzo, RBC, TD BankBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:27 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:27 | yes | 3 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:16 | yes | 21 | 185 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 19:17 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 18:03 | yes | 34 | 15 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:00 | yes | 12 | 27 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:15 | yes | 18 | 18 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:45 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:19 | yes | 8 | 39 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:07 | yes | 13 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:55 | yes | 17 | 81 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:53 | yes | 12 | 37 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:40 | no | 0 | 6 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:41 | yes | 4 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:27 | yes | 9 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 19:18 | yes | 15 | 6 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:44 | yes | 30 | 13 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:02 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:52 | yes | 27 | 58 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:35 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:43 | yes | 5 | 36 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:25 | yes | 10 | 46 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:49 | yes | 28 | 37 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:36 | yes | 9 | 75 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 21:03 | yes | 9 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:14 | yes | 4 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:37 | yes | 19 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:53 | yes | 20 | 9 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 21:08 | yes | 31 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:51 | yes | 8 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:50 | yes | 20 | 22 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:59 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:06 | yes | 19 | 27 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:08 | yes | 10 | 51 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:40 | yes | 23 | 137 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:11 | yes | 11 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:30 | no | 0 | 5 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:34 | yes | 2 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:07 | yes | 15 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 20:17 | yes | 20 | 7 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:12 | yes | 35 | 17 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:35 | yes | 9 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:10 | yes | 10 | 11 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:51 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:17 | yes | 10 | 41 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:42 | yes | 13 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:55 | yes | 20 | 49 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:50 | no | 0 | 50 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:08 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:34 | no | 0 | 5 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:10 | no | 0 | 13 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:55 | yes | 20 | 10 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:56 | yes | 15 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:52 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:04 | yes | 10 | 13 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:52 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:59 | yes | 5 | 35 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:30 | yes | 13 | 58 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:26 | yes | 20 | 35 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:19 | yes | 5 | 71 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:47 | yes | 18 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:26 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:20 | yes | 30 | 55 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 20:09 | yes | 18 | 8 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:09 | yes | 24 | 15 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:41 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:00 | yes | 29 | 25 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:05 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:08 | yes | 15 | 37 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:29 | yes | 30 | 44 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:00 | yes | 25 | 117 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:49 | yes | 20 | 41 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Axos read as Axos Bank Basic Business Checking
Axos (US) read as Axos Bank Basic Business Checking
Axos Bank Basic/Interest Checking read as Axos Bank Basic Business Checking
Axos Basic Business Checking read as Axos Bank Basic Business Checking
Axos Business Checking read as Axos Bank Basic Business Checking
Capital One Spark read as Capital One
Chase read as Chase Business Banking
Chase (JPMorgan Chase) read as Chase Business Banking
Chase Business Essentials read as Chase Business Banking
Fifth Third read as Fifth Third Bank
JPMorgan Chase read as Chase Business Banking
PNC read as PNC Bank
SVB (now "Silicon Valley Bank – Bridge") read as Silicon Valley Bank
Starling (UK) read as Starling Bank
Starling Business read as Starling Bank
Unresolved, counted raw
Absa Business Evolve Lite (South Africa)
BMO Business Account
Chime
Community Federal Savings Bank (CFSB)
Cross River Bank
Discover Bank
Finom Solo
Flagstar
Kotak Mahindra Bank
N26 (EU)
Tangerine Business Banking
Discontinued, still offered
No shut-down product was recommended here.