Finance AI Index
Index Receivables and billing September 2026 Edition

B2B payment acceptance

Asked as “B2B payment acceptance platform”, and as “accounts receivable payment portal”, on behalf of a mid-market B2B company. 46 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
17% 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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Helcim17%0%20accepted challenger
02Versapay17%0%16accepted challenger
03EBizCharge15%0%12accepted challenger
04Billtrust9%0%13accepted challenger
05Melio9%22%18accepted challenger
06Stripe7%17%41accepted challenger
07BILL4%17%30accepted challenger
08HighRadius4%12%16accepted challenger
Show the five products at 0%, ordered by negative rate
13PayPal0%40%15criticized challenger
12Airwallex0%18%11accepted challenger
09Adyen0%6%18accepted challenger
10Tipalti0%0%14accepted challenger
11Wise Business0%0%14accepted 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
11
12
13
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Helcim17%
02Versapay17%
03EBizCharge15%
04Billtrust9%
05Melio9%
06Stripe7%
07BILL4%
08HighRadius4%
09Adyen0%
10Tipalti0%
11Wise Business0%
12Airwallex0%
13PayPal0%

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.
Stripe
17%
7 of 41 labels negative · 6 of 12 models
“close third if you need developer-friendly APIs/global reach, but its flat rates cost more on high-value B2B transactions. Avoid if cards dominate.” Grok 4.1 Fast, budget prompt
PayPal
40%
6 of 15 labels negative · 5 of 12 models · 1 hard negative
“avoid generalists like PayPal for complex invoicing” Grok 4.1 Fast, direct prompt
BlueSnap
100%
4 of 4 labels negative · 4 of 12 models · 3 hard negative
“numerous complaints about high fees, poor customer service, unclear contract terms, and problems with payment processing” Mistral Small, negative prompt
BILL
17%
5 of 30 labels negative · 4 of 12 models · 2 hard negative
“Platforms to Approach with High Caution or Avoid ... **Bill.com**: ... the unexpected holding of funds or delays in payouts” Qwen 3.7 Flash, 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. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 875 links across 262 sites, every framing counted. Ranked by the number of answers carrying the site or page.

35 answers · 39 citations · 10 models
vendor site · HighRadius31 answers · 36 citations · 11 models
24 answers · 25 citations · 8 models
vendor site · ConnectPay21 answers · 23 citations · 8 models
vendor site · Rillion17 answers · 19 citations · 9 models
15 answers · 15 citations · 10 models
13 answers · 13 citations · 7 models
12 answers · 25 citations · 7 models
vendor site · EBizCharge12 answers · 17 citations · 10 models
12 answers · 14 citations · 10 models
12 answers · 12 citations · 8 models
12 answers · 12 citations · 5 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 mid-market B2B company?”Paraphrase“Which accounts receivable payment portal would you recommend to a mid-sized B2B company?”Comparative“What are the top B2B payment platforms and how do they differ?”Budget-constrained“What is the best B2B payment acceptance platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a B2B payment acceptance platform. What should we look at?”Negative“Which B2B payment platforms should I avoid or be cautious about?”
Claude Haiku 4.5no first choice
Five alternativesAvidXchange, BILL, MineralTree, Tipalti, Versapay
BilltrustChanged
Three alternativesInvoiced, Upflow, Versapay
Adyen, Stripe
Five alternativesAvidXchange, MineralTree, PayPal, Wise Business, WizPay by WizCommerce
Nickel
Four alternativesBILL, PayPal, Square, Wise Business
no first choicenothing named
GPT-5.4 miniEBizCharge
Three alternativesAdyen, Checkout.com, Paymode
against: Stripe
VersapayChanged
One alternativeHighRadius
against: BILL AP/AR
Stripe
Five alternativesAdyen, Airwallex, BILL, Payoneer, Tipalti
against: Modern Treasury
Stripe
Two alternativesACHQ, PayPal Invoicing
no first choicenothing named
Gemini 3.5 FlashEBizCharge
Three alternativesPaystand, Resolve Pay, Versapay
against: Stripe
no first choiceChanged
Four alternativesEBizCharge, Paystand, Quadient AR, Versapay
Stripe
Two alternativesAirwallex, TreviPay
Nickel
Three alternativesHelcim, Melio, Stripe
against: PayPal, Square
no first choiceagainst: Juno, Parker, PayPal, Plastiq, Solid, Square, Stripe, Synapse Financial Technologies, Yotta
Perplexity SonarEBizCharge
Three alternativesHighRadius, Paystand, Worldpay
VersapayChanged
Four alternativesBilltrust, Chaser, Gaviti, Monk
Stripe
Nine alternativesAdyen, Airwallex, BILL, Checkout.com, PayPal, Payoneer, Tipalti, Wise Business, Worldpay
Melio
Two alternativesHelcim, Stripe
no first choicenothing named
Grok 4.1 FastStripe
Four alternativesBilltrust, EBizCharge, HighRadius, Versapay
against: BILL, PayPal
VersapayChanged
Two alternativesBILL, Billtrust
against: HighRadius
no first choiceHelcim
One alternativeMelio
against: Stripe
no first choiceagainst: Airwallex, BlueSnap, Fiserv, Razorpay, Worldpay
Mistral SmallEBizCharge
Three alternativesHelcim, HighRadius, Plooto
Bill360, GavitiChanged
Two alternativesBilltrust, HighRadius
Stripe
Four alternativesBILL, Helcim, Melio, Tipalti
against: Adyen, PayPal
Helcim
Three alternativesBILL, QuickBooks Payments, Stripe
no first choiceagainst: BlueSnap, Clear Junction, Fiserv, Melio, Payza, PingPong, Worldpay
DeepSeek V4 FlashHighRadius, Versapay
Four alternativesHelcim, Paystand, Stripe, Tipalti
against: BILL
BilltrustChanged
Two alternativesMonk, Versapay
Adyen, Stripe
Eight alternativesAirwallex, AvidXchange, BILL, Helcim, Payoneer, Stax, Tipalti, Wise Business
Helcim
Two alternativesPaystand, Stripe
no first choiceagainst: Bitty Advance, BlueSnap, Braintree, First American Payment Systems / Eliot Management / Think Point Financial, Humboldt Merchant Services, Melio, Nuvei, PayPal, Square, Stax, Stripe, Yellowstone Capital / Fundry / RCG Advances
Llama 4 MaverickHighRadius
Two alternativesEBizCharge, Worldpay
VersapayChanged
Three alternativesBilltrust, DualEntry, Gaviti
no first choiceHelcim, Nuveino first choicenothing named
Qwen 3.7 FlashVersapay
Two alternativesEBizCharge, Paystand
NuvoChanged
One alternativeBill360
against: HighRadius
Stripe
Three alternativesAdyen, BILL, Wise Business
Melio
Two alternativesHelcim, Stripe
against: BILL, Plooto
Stripe Treasury/Connect
Four alternativesBILL, Checkout.com, Thriday, Wells Fargo Digital Payments
against: BILL, Dodo Payments, Instamojo, PayPal, Razorpay, Square, Stripe
Kimi K2BILL, EBizCharge
Two alternativesPaystand, Stripe
against: Melio
Upflow, VersapayChanged
Three alternativesBill360, Billtrust, Invoiced
Helcim, Stripe
Six alternativesAdyen, BILL, Braintree, Payoneer, Stax, Wise Business
Helcim, Melio
Two alternativesSquare, Stripe
no first choiceagainst: Airwallex, B2Bpay, BILL, Behalf, Checkout.com, Clear Junction, Hokodo, Melio, Openpay, Plastiq, Resolve Pay
GLM 4.7 FlashXEBizCharge
Three alternativesPlooto, Stripe, Worldpay
BilltrustChanged
Two alternativesUpflow, Versapay
against: Stripe Invoicing
Stripe
Seven alternativesAdyen, Airwallex, BILL, Melio, PayPal, Tipalti, Wise Business
Helcim
Four alternativesMelio, Nickel, Square, Stripe
against: Authorize.net
no first choiceagainst: AvidXchange, BillDesk, BlueSnap, Dodo Payments, Fiserv, Humboldt Merchant Services, Payza, Stripe, Worldpay, eMerchantBrokers
MiniMax M2.5EBizCharge, Helcim
Four alternativesAdyen, Plooto, Stripe, Tipalti
Billtrust, VersapayChanged
Three alternativesBILL, Monk, Quadient AR
no first choiceHelcim
Three alternativesMelio, Plooto, Stripe
BILL, Melio, Stripe
Three alternativesAxe, Checkout.com, Tipalti
against: Kyriba
against: Clear Junction, Nuvei
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 20:19yes139 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:40yes47 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:20yes2056 s
Direct recommendationPerplexity Sonarsonar2026-09-17 20:31yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:41yes3121 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 19:50yes2214 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:08yes1417 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:03yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:06yes531 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:33yes1326 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:44yes3181 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:53yes546 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:39yes97 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:10yes35 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:16yes1753 s
ParaphrasePerplexity Sonarsonar2026-09-17 19:46yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:51yes3819 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 20:14yes55 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:39yes1617 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:59yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:32yes963 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:48yes1036 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:56yes2997 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 21:03yes517 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:46yes912 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:55yes59 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:51yes2725 s
ComparativePerplexity Sonarsonar2026-09-17 20:40yes208 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:41yes3118 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 20:47yes59 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:44yes1823 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:50yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:50yes529 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:10yes724 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:51yes22306 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:58yes521 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:38yes98 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:48yes26 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:57yes2252 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:17yes204 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:14yes3519 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:06yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:10yes715 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:40yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:25yes523 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:25yes2532 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:29yes1628 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:28yes731 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:38no08 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:18no011 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:16no0161 s
Scale constrainedPerplexity Sonarsonar2026-09-17 20:32yes209 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:52yes1113 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:12no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:22yes2324 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:56yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:19no030 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:17yes2332 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:37yes1061 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:54no015 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:46yes2711 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:52no03 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:05yes18250 s
Negative framingPerplexity Sonarsonar2026-09-17 19:53yes208 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:26yes4718 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 20:51yes108 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:54yes3031 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:57yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:56yes1039 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:05yes2974 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:44yes1555 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:11yes1020 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
ACI read as ACI Worldwide
Bill.com read as BILL
Bill.com (BILL) read as BILL
Coupa read as Coupa Pay
Resolve read as Resolve Pay
Unresolved, counted raw
ACHQ
Axe
B2Bpay
Behalf
BillDesk
Bitty Advance
Coastal Pay
First American Payment Systems / Eliot Management / Think Point Financial
GivePayments
Hokodo
Instamojo
Juno
Openpay
Orchestration platforms (e.g., Wondergate/Airwallex-style)
Paymode (Bottomline)
PingPong
Solid
Stripe Treasury/Connect
Wells Fargo Digital Payments
WizPay by WizCommerce
Yellowstone Capital / Fundry / RCG Advances
Yotta
eMerchantBrokers
Discontinued, still offered
No shut-down product was recommended here.
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