Finance AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Receivables and billing B2B payment acceptance › Enterprise September 2026 Edition

B2B payment acceptance for enterprise buyers

Asked as “B2B payment acceptance platform”, and as “accounts receivable payment portal”, on behalf of an enterprise B2B company. 43 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
28% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01HighRadius28%0%38accepted challenger
02Adyen23%0%38accepted challenger
03Billtrust14%0%17accepted challenger
04Stripe9%16%37accepted challenger
05Worldpay2%11%19accepted challenger
06Airwallex2%0%10accepted challenger
07Tipalti2%17%12accepted challenger
Show the three products at 0%, ordered by negative rate
10BILL0%62%16criticized challenger
09TreviPay0%0%10accepted challenger
08Versapay0%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% negative40%
Key
01HighRadius28%
02Adyen23%
03Billtrust14%
04Stripe9%
05Worldpay2%
06Airwallex2%
07Tipalti2%
08Versapay0%
09TreviPay0%
10BILL0%

02What they warned about

Three of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, 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
62%
10 of 16 labels negative · 8 of 12 models · 4 hard negative
“Examples to avoid/be cautious about:** Melio, Plooto, and basic tiers of BILL (formerly Bill.com)” Gemini 3.5 Flash, negative prompt
PayPal
86%
6 of 7 labels negative · 6 of 12 models · 3 hard negative
“**Why avoid**: Severe scalability limits—frequent holds/reserves on high-volume accounts” Grok 4.1 Fast, negative prompt
Stripe
16%
6 of 37 labels negative · 6 of 12 models · 1 hard negative
“Avoid platforms like BILL or standard Stripe that charge per-user fees” Kimi K2, budget prompt
Melio
71%
5 of 7 labels negative · 5 of 12 models · 4 hard negative
“**Why be cautious/avoid**: ... reviews flag **scalability issues** for larger ops” Grok 4.1 Fast, 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

69 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. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 1079 links across 359 sites, every framing counted. Ranked by the number of answers carrying the site or page.

vendor site · HighRadius40 answers · 68 citations · 10 models
vendor site · ConnectPay39 answers · 39 citations · 10 models
38 answers · 44 citations · 11 models
28 answers · 34 citations · 9 models
17 answers · 17 citations · 9 models
vendor site · Serrala16 answers · 16 citations · 9 models
vendor site · Rillion15 answers · 17 citations · 7 models
15 answers · 16 citations · 7 models
vendor site · Billtrust13 answers · 18 citations · 8 models
vendor site · Stripe13 answers · 18 citations · 7 models
vendor site · Resolve Pay13 answers · 15 citations · 7 models
11 answers · 11 citations · 7 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 an enterprise B2B company?”Paraphrase“Which accounts receivable payment portal would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade B2B payment platforms and how do they differ?”Budget-constrained“What is the best B2B payment acceptance platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a B2B payment acceptance platform. What should we look at?”Negative“Which B2B payment platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Adyen
Two alternativesHighRadius, Tipalti
HighRadiusChanged
Two alternativesBilltrust, Flywire
Adyen, HighRadius
Six alternativesBilltrust, Medius, MineralTree, Stripe, Tipalti, Versapay
HighRadius
One alternativeAdyen
no first choiceagainst: Wirecard
GPT-5.4 miniBilltrust
Two alternativesAdyen, EBizCharge
against: Stripe
BilltrustHeld
Three alternativesHighRadius, TreviPay, Versapay
Adyen, Stripe
Three alternativesCorpay, PayPal Enterprise / Hyperwallet, Payoneer
against: BILL
Adyen
One alternativeStripe
no first choicenothing named
Gemini 3.5 FlashBilltrust
Six alternativesAdyen, Flywire, HighRadius, REPAY, Stripe, Versapay
BilltrustHeld
Three alternativesHighRadius, Serrala, Versapay
Adyen, Stripe
Five alternativesAvidXchange, Billtrust, HighRadius, Tipalti, TreviPay
Paystand
Two alternativesBilltrust, HighRadius
no first choiceagainst: BILL, Cash App, Melio, PayPal, Plooto, Stripe, Venmo for Business
Perplexity SonarAdyen
Four alternativesAirwallex, HighRadius, Stripe, Worldpay
HighRadiusChanged
Two alternativesBilltrust, Monk
Adyen, Worldpay
Five alternativesAirwallex, HighRadius, Payoneer, Stripe, Tipalti
Stax
Two alternativesHelcim, HighRadius
no first choiceagainst: BILL, PayPal, Payoneer, Square, Stripe, Venmo for Business, Wise Business
Grok 4.1 FastAdyen, Stripe
Two alternativesCheckout.com, Worldpay
BilltrustChanged
Three alternativesGaviti, HighRadius, Versapay
Adyen
Five alternativesAvidXchange, HighRadius, Stripe, TreviPay, Worldpay
Adyen
Two alternativesStax, Worldpay
against: Checkout.com, Stripe
no first choiceagainst: BILL, Checkout.com, Melio, PayPal, Square
Mistral SmallStripe
Three alternativesConnectPay, Helcim, Worldpay
Billtrust, HighRadiusChangedno first choiceHelcim, Stax
Two alternativesAdyen, Worldpay
no first choiceagainst: Circle, Clear Junction, EnKash, O B Payments, Paymate, Worldpay
DeepSeek V4 FlashHighRadius
Four alternativesAdyen, EBizCharge, Stripe, TreviPay
HighRadiusHeld
Three alternativesBilltrust, Esker, Versapay
Adyen
Four alternativesHighRadius, Stripe, Tipalti, Versapay
against: BILL
Stripe
One alternativeAdyen
against: BILL, Checkout.com, Melio, Tipalti
no first choiceagainst: Fireblocks Payments, PayPal, Stenn, TaniHub/TaniFund, Venmo for Business
Llama 4 MaverickWorldpayHighRadiusChanged
Two alternativesBilltrust, Monk
no first choiceAirwallexno first choicenothing named
Qwen 3.7 FlashAdyen
Four alternativesBILL, HighRadius, Plooto, TreviPay
TipaltiChanged
Two alternativesBlackLine, Kyriba
against: Oracle, SAP
Adyen
Five alternativesHighRadius, Stripe, Thunes, Wise Business, Worldpay
Adyen, Nickel
One alternativePaystand
against: Stripe Connect
no first choiceagainst: BILL, PayPal, Plooto, Stripe
Kimi K2Adyen, Stripe
Three alternativesBilltrust, HighRadius, Rho
HighRadiusChanged
Three alternativesBilltrust, Esker, Versapay
Adyen
One alternativeStripe
HighRadius, Stax
One alternativeGaviti
against: BILL, Melio, Stripe
no first choiceagainst: BILL, BlueSnap, Finvert, Fiserv, MuchBetter, Nummuspay, Revolut Business, Tipalti, Worldpay, iPayTotal
GLM 4.7 FlashXHighRadius
Three alternativesAdyen, Bottomline Technologies, Stripe Treasury
Billtrust Buyer Payment PortalChanged
One alternativeHighRadius E-Invoicing & Payment
no first choice
Six alternativesAdyen, BILL, Corefy, Medius, Stripe, Worldpay
Adyen
Two alternativesAirwallex, Stripe
no first choiceagainst: BlueSnap, Braintree, Fiserv, Melio, MoonPay, PayPal, Payza
MiniMax M2.5Adyen, HighRadius
Two alternativesPayoneer, Stripe
HighRadiusChanged
One alternativeBilltrust
Adyen
Four alternativesHighRadius, Serrala, Stripe, Worldpay
Stax
Two alternativesAirwallex, Helcim
against: BILL
no first choicenothing named
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 18:07yes97 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:06yes34 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:15yes19145 s
Direct recommendationPerplexity Sonarsonar2026-09-17 19:06yes198 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:25yes3218 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 19:50yes1310 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 20:23yes1952 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:50yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:17yes530 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:57yes920 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:00yes2928 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:36yes929 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:11yes189 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:40yes56 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:41yes1221 s
ParaphrasePerplexity Sonarsonar2026-09-17 18:31yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:17yes3722 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 19:41yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:59yes1817 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:45yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:30no029 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:54yes1019 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:38yes26104 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:14yes525 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:47yes1414 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:53yes915 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:53yes2732 s
ComparativePerplexity Sonarsonar2026-09-17 19:43yes149 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:26yes2821 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 19:33yes1714 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:06yes2130 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:36yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:58yes1844 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 21:08yes1595 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:59yes2897 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:36yes932 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:39yes148 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:01yes35 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:16yes1654 s
Budget constrainedPerplexity Sonarsonar2026-09-17 20:26yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:27yes4021 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:20yes55 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:51yes2937 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:56yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:34yes1545 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:04yes2966 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:57yes26132 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:54yes2291 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:56yes3618 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:41yes310 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:54no054 s
Scale constrainedPerplexity Sonarsonar2026-09-17 20:12yes2010 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:19yes2517 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:40no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:29yes2793 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:14yes55 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:57yes1041 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:24yes2052 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:34yes2547 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:39yes1045 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:48yes3513 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:49yes38 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:16yes2149 s
Negative framingPerplexity Sonarsonar2026-09-17 19:59yes2011 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:31yes2419 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 19:41yes1814 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:36yes2828 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:11yes54 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:47yes518 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:50yes2965 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 21:12yes29304 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:59yes1522 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 (BILL) read as BILL
Coupa read as Coupa Pay
Square for Business read as Square
Venmo read as Venmo for Business
Unresolved, counted raw
Billtrust Buyer Payment Portal
Braintree / PayPal Checkout stack
Circle
Citibank CitiDirect BE
Corefy
EnKash
Finix
Finvert
Fireblocks Payments
HighRadius E-Invoicing & Payment (EIPP)
JPMorgan Chase Apex
MoonPay (B2B SDK/API)
MuchBetter
Nummuspay
O B Payments (UK)
PayTrace
Paymate
REPAY
Stenn
TaniHub/TaniFund
Wirecard
iPayTotal
Discontinued, still offered
No shut-down product was recommended here.
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