Finance AI Index
Index Receivables and billing B2B payment acceptance › Small business September 2026 Edition

B2B payment acceptance for small business buyers

Asked as “B2B payment acceptance platform”, and as “accounts receivable payment portal”, on behalf of a small B2B company. 43 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
35% 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.

01The 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
01Helcim35%0%32endorsed leader
02Melio14%11%38accepted challenger
03BILL9%25%40criticized challenger
04Nickel9%0%16accepted challenger
05Stripe7%26%42criticized challenger
06Square5%29%17criticized challenger
07PayPal5%35%17criticized challenger
Show the three products at 0%, ordered by negative rate
08QuickBooks Payments0%12%17accepted challenger
09Plooto0%8%13accepted challenger
10Wise Business0%0%10accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

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
07
08
09
10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Helcim35%
02Melio14%
03BILL9%
04Nickel9%
05Stripe7%
06Square5%
07PayPal5%
08QuickBooks Payments0%
09Plooto0%
10Wise Business0%

02What they warned about

Zero of twelve models held their first choice under the paraphrase. 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 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.
BILL
25%
10 of 40 labels negative · 7 of 12 models · 3 hard negative
“"the worst payment provider our business has ever worked with"; poor customer service and unresponsive support” MiniMax M2.5, negative prompt
Stripe
26%
11 of 42 labels negative · 7 of 12 models · 1 hard negative
“Complaints about high fees ... Funds holding issues with abrupt account holds” MiniMax M2.5, negative prompt
Melio
11%
4 of 38 labels negative · 4 of 12 models
“Platforms like Melio are highly popular and integrate well with accounting software, but ... complaints about the platform holding funds.” Gemini 3.5 Flash, negative prompt
PayPal
35%
6 of 17 labels negative · 4 of 12 models
“**PayPal Business**: convenient, but often carries higher fees than bank-transfer-based options, so it can be expensive as a primary B2B rail.” Perplexity Sonar, negative prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

65 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. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 878 links across 234 sites, every framing counted. Ranked by the number of answers carrying the site or page.

vendor site · Factura.ai37 answers · 37 citations · 10 models
32 answers · 44 citations · 10 models
29 answers · 29 citations · 9 models
26 answers · 33 citations · 9 models
vendor site · ConnectPay18 answers · 19 citations · 8 models
17 answers · 24 citations · 6 models
vendor site · HighRadius17 answers · 17 citations · 8 models
vendor site · Stripe15 answers · 20 citations · 7 models
vendor site · BILL15 answers · 17 citations · 5 models
14 answers · 20 citations · 8 models
14 answers · 14 citations · 7 models
13 answers · 15 citations · 9 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.

04How 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.
ModelDirect“What is the best B2B payment acceptance platform for a small B2B company?”Paraphrase“Which accounts receivable payment portal would you recommend to a small business that sells to other businesses?”Comparative“What are the top B2B payment platforms for a small team and how do they differ?”Budget-constrained“What is the best B2B payment acceptance platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a B2B payment acceptance platform. What should we look at?”Negative“Which B2B payment platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5Nickel
Five alternativesBILL, Melio, PayPal, Square, Stripe
no first choiceChangedno first choicePayPal, Square
Two alternativesBILL, Melio
no first choicenothing named
GPT-5.4 miniStripe
Two alternativesBILL, EBizCharge
Stripe InvoicingChanged
Two alternativesBILL, QuickBooks Payments
Melio
Three alternativesBILL, Brex, Ramp
against: Tipalti
Helcim
One alternativeSquare
against: Paystand
no first choicenothing named
Gemini 3.5 FlashMelio
Five alternativesHelcim, Nickel, QuickBooks Payments, Resolve Pay, Stripe
Bill360Changed
Four alternativesBILL, Chaser, Nickel, Upflow
Melio
Four alternativesAirwallex, BILL, Stripe, Wise Business
Helcim
Three alternativesForwardly, Melio, Nickel
against: PayPal, Stripe
no first choice
Four alternativesEBizCharge, Helcim, Melio, Paystand
against: Stripe, Stripe Billing
against: BILL, Bank of America Merchant Services, Fiserv, Global Payments, Melio, PayPal, Square, Stripe, TSYS, Worldpay
Perplexity SonarHelcim, Stripe
Two alternativesMelio, Wise Business
against: PayPal
BILL Accounts ReceivableChanged
Three alternativesBill360, Monk, Upflow
BILL, Stripe
Four alternativesMelio, PayPal, QuickBooks Payments, Wise Business
Melio, PayPal
One alternativeHelcim
against: Stripe
no first choiceagainst: PayPal, Payoneer, Stripe
Grok 4.1 FastHelcim
Two alternativesMelio, Stripe
against: BILL
BILLChanged
Three alternativesNickel, QuickBooks Payments, Stripe Invoicing
Helcim
Four alternativesBILL, Melio, QuickBooks Payments, Stripe
against: Authorize.net, Plooto
Melio
One alternativeHelcim
against: BILL, Square Invoices, Stax, Stripe, Wave
no first choiceagainst: Authorize.net, BILL, Global Payments, Melio, Stripe
Mistral SmallHelcim
Two alternativesQuickBooks Payments, Stripe
BILL, Bill360Changed
One alternativeNickel
Melio
Five alternativesBILL, Helcim, QuickBooks Payments, Stripe, Wise Business
Helcim, Meliono first choiceagainst: AvidXchange, BILL, Razorpay, Worldpay
DeepSeek V4 FlashHelcim
Four alternativesBILL, Melio, Square, Stripe
BILLChanged
Three alternativesPaystand, QuickBooks Payments, Stripe Invoicing
against: Billtrust, Monk, Versapay
Melio
Six alternativesBILL, Plooto, QuickBooks Payments / Bill Pay, Ramp, Stripe, Wise Business
Helcim
Two alternativesMelio, Square
no first choiceagainst: BILL, Melio, PayPal, QuickBooks Payments, Square, Stripe
Llama 4 MaverickMelio
Three alternativesFactura, Helcim, Plooto
NickelChanged
Three alternativesBILL, FreshBooks, Zoho Books
Helcim
Seven alternativesAuthorize.net, ConnectPay, PayPal, PaymentCloud, QuickBooks Payments, Stripe, Wise Business
Helcim
Two alternativesMelio, Plooto
no first choiceagainst: Traditional banks
Qwen 3.7 FlashHelcim
Three alternativesPlooto, Square Invoices, Stripe
against: PayPal
BILL, GavitiChanged
One alternativeBill360
BILL, Melio
Three alternativesHelcim, QuickBooks Payments, Stripe
Nickel
Two alternativesHelcim, Melio
against: Stripe
no first choiceagainst: Airwallex, BILL, Checkout.com, QuickBooks Payments, Razorpay, Sage
Kimi K2Helcim, Nickel
Two alternativesQuickBooks Payments, Stripe
against: BILL, Melio
MelioChanged
One alternativeBILL
Melio
Four alternativesBILL, Helcim, Stripe, Wise Business
Helcim
Three alternativesMelio, Plooto, QuickBooks Payments
against: Square, Stripe
no first choiceagainst: Stripe Checkoutagainst: Adyen, AvidXchange, Clover, Global Payments, Leaders Merchant Services, Square
GLM 4.7 FlashXHelcim
Four alternativesMelio, Nickel, Plooto, Stripe
against: Adyen
Stripe InvoicingChanged
Five alternativesBILL AP/AR, Chaser, Invoiced, Monk, PayPal Invoicing
Square, Stripe
Three alternativesHelcim, Melio, Wise Business
Helcim
Three alternativesNational Processing, Payment Depot, Stripe
no first choicenothing named
MiniMax M2.5Helcim
Four alternativesAuthorize.net, Plooto, QuickBooks Payments, Stripe
Bill360Changed
Three alternativesBILL, Nickel, Zenskar
BILL
Four alternativesHelcim, Melio, Plooto, Stripe
Square, Stripe
Four alternativesAuthorize.net, GoCardless, PayPal, Wave
against: BILL, Tipalti
no first choiceagainst: BILL, Razorpay, Square, Stripe
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:51yes98 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:46yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:53yes2174 s
Direct recommendationPerplexity Sonarsonar2026-09-17 18:34yes206 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:22yes3718 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 21:03yes54 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:37yes2318 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:02yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:07yes519 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:13yes1334 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:52yes31197 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:43yes1227 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:54no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:14yes34 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:15yes14147 s
ParaphrasePerplexity Sonarsonar2026-09-17 18:53yes185 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:10yes4020 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 18:41yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:25yes2926 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:36yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:55yes934 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:12yes1035 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:34yes1338 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:34yes516 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:19yes97 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:14yes512 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:57yes2324 s
ComparativePerplexity Sonarsonar2026-09-17 18:32yes198 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:40yes2818 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 20:51yes57 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:52yes1919 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:33yes54 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:59yes524 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:52yes1028 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:01yes2892 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:12yes2266 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:43yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:07yes36 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:55yes2425 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:27yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:45yes3917 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 19:22yes55 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:47yes1624 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:17yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:58yes1022 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:31yes933 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:31yes2440 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:08no053 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:16no08 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:15no08 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:16yes6162 s
Scale constrainedPerplexity Sonarsonar2026-09-17 20:43yes207 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:07yes119 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:01no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:18yes2426 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:08yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:54no032 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:16yes1052 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:09yes1432 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:19no047 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 21:06yes189 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:57yes37 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:09yes24260 s
Negative framingPerplexity Sonarsonar2026-09-17 19:56yes207 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:31yes4223 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 20:20yes107 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 21:00yes2824 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:17yes55 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:10yes1047 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:54yes3037 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:07yes15286 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:57yes1837 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Bill.com read as BILL
Bill.com (B2B payments & AP/AR) read as BILL
Bill.com (BILL) read as BILL
Intuit QuickBooks read as QuickBooks Payments
Unresolved, counted raw
BILL Accounts Receivable
Bank of America Merchant Services
Clover
Factura
Leaders Merchant Services
National Processing
Payment Depot
QuickBooks Payments / Bill Pay
Stripe Checkout
TSYS
Discontinued, still offered
No shut-down product was recommended here.
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