AI Indexes
Finance AI Index
September 2026 Edition, published September 17, 2026 · The permanent record of that edition, superseded since. The current standing is on the category page →
Index › Treasury and cash › Business bill pay › Enterprise › September 2026 Edition

Business bill pay for enterprise buyers

Asked as “bill pay platform for businesses”, and as “vendor payments software”, on behalf of an enterprise B2B company. 61 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
43%
Clear leader
43Tipalti21Coupa08HighRadius28others

43% of first choices, clear leader.

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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Tipalti43%3%59endorsed leader
02Coupa21%2%50accepted challenger
03HighRadius8%0%20accepted challenger
04Ramp5%37%27criticized challenger
05BILL3%61%56criticized challenger
06Stampli2%0%17accepted challenger
07AvidXchange2%22%27accepted challenger
08Brex2%77%13criticized challenger
Show the four products at 0%, ordered by negative rate
12Melio0%75%20criticized challenger
11SAP Concur0%10%10accepted challenger
09SAP Ariba0%7%15accepted challenger
10Medius0%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 product page.
All twenty-one head-to-head pages: the top seven products, each against each

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
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Tipalti43%
02Coupa21%
03HighRadius8%
04Ramp5%
05BILL3%
06Stampli2%
07AvidXchange2%
08Brex2%
09SAP Ariba0%
10Medius0%
11SAP Concur0%
12Melio0%

What they warned about

Five of twelve models held their first choice under the paraphrase. Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, Llama 4 Maverick, 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.
BILL
61%
34 of 56 labels negative · 14 of 12 models · 12 hard negative
“primarily built for **SMEs or smaller teams**, and note limits around enterprise scalability, advanced automation, global payments, and multi-entity complexity” Perplexity Sonar, negative prompt
Melio
75%
15 of 20 labels negative · 9 of 12 models · 8 hard negative
“platforms built for small businesses (Melio, BILL, consumer banking bill pay) frequently fail when scaled to enterprise needs” DeepSeek V4 Flash, negative prompt
Brex
77%
10 of 13 labels negative · 7 of 12 models · 5 hard negative
“Brex has faced major outages (e.g., Brex Travel in June 2026), and legal agreements disclaim guaranteed uninterrupted service.” Mistral Small, negative prompt
Ramp
37%
10 of 27 labels negative · 6 of 12 models · 3 hard negative
“Ramp: Free tier appealing, but enterprise adds $15/user + undisclosed fees.” Grok 4.1 Fast, budget prompt

What they cite

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

Sites the answers cite

78 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1226 links across 268 sites, every framing counted. Ranked by the number of answers carrying the site or page.

vendor site · BILL52 answers · 109 citations · 14 models
vendor site · Tipalti37 answers · 73 citations · 12 models
vendor site · HighRadius36 answers · 50 citations · 12 models
vendor site · Rippling36 answers · 45 citations · 11 models
vendor site · Ramp35 answers · 66 citations · 10 models
vendor site · G221 answers · 34 citations · 9 models
18 answers · 23 citations · 10 models
vendor site · Brex18 answers · 22 citations · 10 models
vendor site · Rillion17 answers · 26 citations · 9 models
vendor site · Serrala16 answers · 20 citations · 10 models
15 answers · 31 citations · 9 models
vendor site · Corpay15 answers · 19 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.

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 bill pay platform for businesses”, “bill pay platform for businesses”, “bill pay platforms”. 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 productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsPaid search a month, est.Google ads, last 30 daysBest Google position
Tipalti tipalti.com43%51718,100381213,652$83,363120
Coupa coupa.com
Coupa 21%, Coupa Pay 3%
25%67460,5001,21041,319$33991
HighRadius highradius.com8%6916,600118294,561$2,272120
Ramp ramp.com5%1042246,00049,733770,056$13,511120
BILL bill.com3%4442,740,0001,063,0011,783,039$199,2311191
Stampli stampli.com2%15718,1006826,332$3953
AvidXchange avidxchange.com2%16827,10039851,937$788272
Airbase airbase.com2%15814,8005775,429
SAP Concur Invoice concur.com2%18300445,133$11686
Payhawk payhawk.com2%1152,400275,82421

Google's top ten for the three searches hold 20 sites; 3 of them are among the sites the models cited here (bill.com, rippling.com, wise.com). The first result for “best bill pay platform for businesses” is efficient.app.

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
ModelDirect“What is the best bill pay platform for businesses for an enterprise B2B company?”Paraphrase“Which vendor payments software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade bill pay platforms and how do they differ?”Budget-constrained“What is the best bill pay platform for businesses 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 bill pay platform for businesses. What should we look at?”Negative“Which bill pay platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5HighRadius
Two alternativesBilltrust, Serrala
HighRadiusHeld
Two alternativesCoupa, SAP Ariba
no first choiceMakersHub
Two alternativesCoupa, Rippling
against: BILL
no first choiceagainst: BILL
GPT-5.4 miniTipalti
Two alternativesCoupa, Ivalua
against: BILL
TipaltiHeld
Three alternativesBILL, Basware, HighRadius
BILL
Four alternativesAvidXchange, Corpay Complete, Coupa, Tipalti
Coupa
Two alternativesSAP Ariba, Tipalti
against: BILL
no first choicenothing named
Gemini 3.5 FlashTipalti
Four alternativesAvidXchange, Coupa, Medius, Stampli
against: BILL, Melio
Coupa PayChanged
Five alternativesBasware, HighRadius, SAP Ariba, SAP Concur, Tipalti
against: BILL, Melio
Tipalti
Five alternativesAvidXchange, Coupa, Medius, Stampli, Zone AP
against: Brex, Ramp
Stampli
Three alternativesMedius, Rillion, Yooz
Tipalti
Three alternativesAirbase, Coupa, Stampli
against: Brex, Ramp
against: BILL, Brex, Melio, Ramp
Perplexity SonarTipalti
Three alternativesAvidXchange, Coupa, HighRadius
against: BILL
HighRadiusChanged
Two alternativesSerrala, Tipalti
no first choice
Five alternativesBasware, Coupa, HighRadius, Stampli, Tipalti
against: BILL, Brex Bill Pay, Melio
Coupa
One alternativeTipalti
against: BILL
no first choiceagainst: BILL
Grok 4.1 FastTipalti
Three alternativesAvidXchange, Coupa, HighRadius
against: BILL, Melio, Ramp
TipaltiHeld
Two alternativesCoupa, HighRadius
against: SAP Ariba
no first choice
Five alternativesAvidXchange, BILL, Coupa, SAP Ariba/Concur, Tipalti
Tipalti
Five alternativesAvidXchange, Coupa, Melio's Unlimited plan, Payhawk, Yooz
against: BILL, Brex, Expensify, Ramp, Rippling
AvidXchange, BILL, HighRadius, Tipaltiagainst: AvidXchange, BILL, Brex, Melio, QuickBooks Bill Pay
Mistral SmallCoupa, Rippling
Two alternativesHighRadius, Ramp
no first choiceChangedTipalti
Six alternativesAirbase, AvidXchange, BILL, Ramp, Stampli, Vic.ai
Coupa, SAP Concur Invoice
Two alternativesMaxio, Stax Bill
against: BILL
no first choiceagainst: AvidXchange, BILL, Billtrust, Brex, Tipalti
DeepSeek V4 FlashCoupa
Three alternativesBasware, SAP Concur, Tipalti
against: BILL, Ramp
CoupaHeld
Three alternativesHighRadius AP Suite, SAP Concur, Tipalti
against: BILL
Coupa, Tipalti
Four alternativesBILL, Ramp, SAP Concur Invoice, Stampli
Brex
One alternativeRippling
against: BILL, Coupa, QuickBooks Bill Pay, Ramp
Ramp, Tipalti
One alternativeBILL
against: Melio
against: BILL, Melio, PayPal
Llama 4 Maverickno first choiceTipaltiChanged
One alternativeMedius
no first choiceno first choiceTipalti
Three alternativesBILL, Ramp, Stampli
against: AvidXchange, BILL, Brex
Qwen 3.7 FlashCoupa
Three alternativesAvidXchange, HighRadius, Tipalti
against: BILL
Coupa, TipaltiChanged
Three alternativesGEP NEXXT, Oracle APO, SAP Ariba
AvidXchange, Basware, Coupa, Tipalti
Three alternativesHighRadius, Oracle Procurement Cloud, SAP Ariba
Payhawk, Tipalti
Two alternativesAvidXchange, Coupa
against: BILL, Melio
no first choiceagainst: Block, FreshBooks, QuickBooks Online, Ripple, Xero Bills
Kimi K2Tipalti
Two alternativesCoupa, SAP Ariba
against: AvidXchange, BILL
TipaltiHeld
Two alternativesCoupa, Medius
against: SAP Concur
Tipalti
Five alternativesBILL, HighRadius, MineralTree, Ramp, Stampli
against: AvidXchange
Tipalti
Three alternativesCoupa, Payhawk, SAP Ariba
against: BILL, Brex, Melio, Ramp
Airbase, BILL, Tipalti
Two alternativesCoupa, SAP Ariba
against: Melio, Ramp/Brex
against: Airbase, BILL, Melio, Tipalti
GLM 4.7 FlashXHighRadius, Tipalti
Six alternativesAvidXchange, BILL, Billtrust, Coupa, Ramp, Stampli
Coupa, TipaltiChanged
Three alternativesMineralTree, SAP Fieldglass, Stampli
BILL, Tipalti
Five alternativesAvidXchange, Corpay Complete, Coupa, Kyriba, Ramp
Tipalti
Three alternativesAvidXchange, Melio, Ramp
no first choiceagainst: BILL, Melio, NetSuite, Sage Intacct
MiniMax M2.5Tipalti
Three alternativesBILL, Coupa, SAP Concur
Sage Intacct, TipaltiChanged
Three alternativesAgicap, Coupa, SAP Ariba
no first choicePlooto, Tipalti
Two alternativesCoupa, Stax Bill
against: BILL
no first choiceagainst: BILL, Brex, Ramp
Bold 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. 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-4-5-202510012026-10-01 10:17yes97 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 10:02yes37 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-01 07:30yes1426 s
Direct recommendationPerplexity Sonarsonar2026-10-01 11:23yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:37yes258 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-01 11:14yes116 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:52yes2228 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:28yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:15yes1560 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:06yes2526 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 11:27yes2451 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:10yes2029 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 07:57yes169 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 10:50yes45 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-01 11:26yes1042 s
ParaphrasePerplexity Sonarsonar2026-10-01 07:52yes183 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 10:06yes259 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-01 10:47no01 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:35yes2228 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 10:45yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:10no035 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:24yes1925 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 10:12yes1522 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:16yes1034 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:50yes99 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 10:25yes37 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-01 09:07yes1928 s
ComparativePerplexity Sonarsonar2026-10-01 09:02yes205 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:13yes2410 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-01 08:36yes149 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:50yes2457 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 10:20yes51 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 11:04yes1763 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:48yes1927 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 10:17yes2272 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 08:19yes1924 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:43yes188 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:47yes25 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 09:03yes3134 s
Budget constrainedPerplexity Sonarsonar2026-10-01 10:32yes233 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:10yes228 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 10:13yes158 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 11:12yes2229 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 10:13yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:54yes1044 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:02yes2448 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:29yes1878 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 07:47yes2446 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 09:59yes1812 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:31yes38 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:02yes1129 s
Scale constrainedPerplexity Sonarsonar2026-10-01 09:41yes189 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:21yes159 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 08:20no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:04yes2530 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 07:36yes52 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 11:21no028 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:04yes1535 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 07:44yes25133 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 09:22no09 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 07:32yes1814 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:42yes36 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-01 08:55yes2031 s
Negative framingPerplexity Sonarsonar2026-10-01 08:40yes193 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 11:20yes239 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-01 11:02yes206 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 07:38yes2435 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:21yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:52no033 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:25yes2529 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 08:26yes2592 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:45yes2233 s

Normalization in this category

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

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Category-scoped readings
BILL.com read as BILL
Bill.com read as BILL
Bill.com (BILL) read as BILL
Corpay read as Corpay Complete
Ramp Bill Pay read as Ramp
Xero read as Xero Bills
Unresolved, counted raw
Buildertrend
Melio's Unlimited plan
Oracle APO
Squareworks
Discontinued, still offered
No shut-down product was recommended here.
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