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. 43 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
42%
Clear leader
42Tipalti23HighRadius12Coupa Pay23others
42% 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
Show the three 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 enterprise.
All twenty-one head-to-head pages: the top seven products, each against each
BILL vs StampliBILL vs AvidXchangeBILL vs Bank Bill PayMelio vs RampMelio vs TipaltiMelio vs StampliMelio vs AvidXchangeMelio vs Bank Bill PayRamp vs TipaltiRamp vs StampliRamp vs AvidXchangeRamp vs Bank Bill PayTipalti vs StampliTipalti vs AvidXchangeTipalti vs Bank Bill PayStampli vs AvidXchangeStampli vs Bank Bill PayAvidXchange vs Bank Bill Pay
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
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Tipalti42%
Tipalti42%02HighRadius23%
HighRadius23%03Coupa Pay12%
Coupa Pay12%04BILL5%
BILL5%05SAP Ariba2%
SAP Ariba2%06Stampli2%
Stampli2%07AvidXchange0%
AvidXchange0%08Ramp0%
Ramp0%09Melio0%
Melio0%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, Mistral Small, DeepSeek V4 Flash, 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.
BILL62%
29 of 47 labels negative · 12 of 12 models · 7 hard negative
“here are the bill pay platforms a large enterprise should avoid or be cautious about: - Bill.com (BILL) – Several sources highlight significant concerns” GLM 4.7 FlashX, negative prompt
Ramp48%
10 of 21 labels negative · 7 of 12 models · 2 hard negative
“Why avoid: Not designed for high-volume mass payouts (e.g., contractors, sellers, grantees). Lacks API-first architecture, continuous watchlist screening, and robust compliance features.” Mistral Small, negative prompt
Brex Bill Pay56%
5 of 9 labels negative · 5 of 12 models · 1 hard negative
“Per-user pricing model — not cost-effective for large user bases” Kimi K2, budget prompt
Melio64%
9 of 14 labels negative · 4 of 12 models · 4 hard negative
“described as a simple payment tool for freelancers and micro-businesses ... better suited to very small organizations than enterprise AP complexity” Perplexity Sonar, negative 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
68 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. 1208 links across 323 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · BILL35 answers · 70 citations · 12 models
vendor site · HighRadius33 answers · 65 citations · 11 models
24 answers · 45 citations · 10 models
vendor site · Tipalti24 answers · 42 citations · 9 models
vendor site · MakersHub24 answers · 29 citations · 9 models
vendor site · Ramp22 answers · 29 citations · 11 models
vendor site · Rippling22 answers · 25 citations · 10 models
19 answers · 25 citations · 12 models
vendor site · Worldmetrics18 answers · 33 citations · 10 models
vendor site · Stampli14 answers · 17 citations · 8 models
vendor site · Medius12 answers · 18 citations · 6 models
vendor site · Serrala12 answers · 14 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.
22 answers · 10 models
19 answers · 9 models
17 answers · 11 models
13 answers · 8 models
13 answers · 11 models
13 answers · 9 models
11 answers · 8 models
11 answers · 8 models
11 answers · 8 models
10 answers · 6 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 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 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 |
|---|---|---|---|---|---|---|---|---|
| Tipalti tipalti.com | 42% | 490 | 18,100 | 381 | 213,652 | $83,363 | 120 | |
| HighRadius highradius.com | 23% | 604 | 6,600 | 118 | 294,561 | $2,272 | 120 | |
| Coupa coupa.com Coupa Pay 12% | 12% | 76 | 60,500 | 1,210 | 41,319 company | $339 | 91 | |
| BILL bill.com | 5% | 374 | 2,740,000 | 1,063,001 | 1,783,039 | $199,231 | 119 | 1 |
| SAP Ariba sap.com SAP Ariba 2%, SAP Concur 0% | 2% | 553 | 74,000 | 502 | 2,214,514 | $1,251 | 23 | |
| Stampli stampli.com | 2% | 194 | 18,100 | 68 | 26,332 | $39 | 53 | |
| MakersHub makershub.com | 2% | 5 | 390 | 0 | 847 | $41 | 14 | |
| SAP Concur Invoice concur.com | 2% | 11 | 30 | 0 | 445,133 | $116 | 86 | |
| Serrala serrala.com | 2% | 111 | 590 | 15 | 1,862 | $5,046 | 42 | |
| Factura.ai factura.ai | 2% |
Google's top ten for the three searches hold 20 sites; 2 of them are among the sites the models cited here (bill.com, rippling.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
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 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 4.5BILLHighRadiusChangedFiservMakersHubagainst: BILL, Rampno first choiceagainst: BILL
Five alternatives
Billtrust, Coupa Pay, HighRadius, Tipalti, VersapayThree alternatives
Coupa Pay, Medius, SAP AribaFive alternatives
ACI Worldwide, FIS, Finastra, HighRadius, OpenTextGPT-5.4 miniTipaltiagainst: BILLSAP Ariba, TipaltiChangedBILL, TipaltiTipaltino first choicenothing named
Two alternatives
Coupa Pay, SAP ConcurOne alternative
RampThree alternatives
Airbase, Brex Bill Pay, RampOne alternative
BILLGemini 3.5 FlashTipaltiagainst: BILL, Coupa PayTipaltiHeldagainst: BILL, MelioTipaltiTipaltiagainst: BILLCoupa Payagainst: BILL, Melioagainst: BILL, Brex Bill Pay, Melio, Plastiq, QuickBooks Bill Pay, Ramp
Three alternatives
Airbase, Medius, StampliThree alternatives
Coupa Pay, HighRadius, StampliSeven alternatives
Airbase, AvidXchange, Coupa Pay, Medius, Ramp, Stampli, Zone APThree alternatives
Quadient AP, Stampli, YoozFour alternatives
Airbase, Medius, Ramp, TipaltiPerplexity SonarTipaltiHighRadiusChangedno first choiceSAP Concur Invoiceagainst: BILLno first choiceagainst: AvidXchange, Brex Bill Pay, Melio, QuickBooks Bill Pay, Ramp, Routable, Stampli
One alternative
BILLTwo alternatives
Kyriba, SerralaOne alternative
TipaltiGrok 4.20Coupa Payagainst: BILL, MelioCoupa PayHeldCoupa Payagainst: BILL, Melio, RampTipaltiagainst: BILL, Melio, SAP Concur, StampliCoupa Pay, HighRadiusagainst: Airbase, BILL, Brex Bill Pay, Expensify, Melio, Navan, PayPal Bill Pay, QuickBooks Online, Ramp, Stampli
Four alternatives
Basware, HighRadius, SAP Ariba, TipaltiFive alternatives
AvidXchange, HighRadius, Oracle Procurement Cloud, SAP Ariba, TipaltiSix alternatives
AvidXchange, Basware, Bottomline Technologies, Medius, SAP Ariba, TipaltiThree alternatives
Coupa Pay, Nexus AP, YoozOne alternative
BILLMistral SmallSerralaHighRadiusChangedBILLFactura.ai, Plootoagainst: BILLno first choiceagainst: BILL, Ramp
Two alternatives
Adyen, HighRadiusSix alternatives
AvidXchange, Bottomline Technologies, Coupa Pay, Rippling Spend, SAP Ariba, TipaltiDeepSeek V4 FlashTipaltiHighRadiusChangedTipaltiagainst: BILL, Brex Bill Pay, RampTipaltiagainst: BILL, Coupa Pay, Rampno first choiceagainst: BILL, FreshBooks, PayPal Bill Pay, QuickBooks Bill Pay, Ramp
Four alternatives
AvidXchange, BILL, HighRadius, SAP Concur InvoiceFive alternatives
Basware, Coupa Pay, Oracle Procurement Cloud, SAP Ariba, TipaltiFive alternatives
AvidXchange, Basware, Coupa Pay, Medius, SAP Concur / SAP AribaOne alternative
MakersHubLlama 4 MaverickStampliHighRadiusChangedno first choiceBILLno first choiceagainst: BILL, Billtrust
Two alternatives
Chargebee, SimplypayOne alternative
TreviPayTwo alternatives
Coupa Pay, MakersHubQwen 3.7 FlashCoupa PayHighRadiusChangedCoupa Pay, TipaltiTipaltiagainst: BILL, Zoho Bill Payno first choiceagainst: Click2Gov, Parker, PayPal P2P, Venmo, Zelle
Four alternatives
BILL, SAP Ariba, Tipalti, Workday FinancialsFour alternatives
Oracle Fusion Cloud Supplier Payment Management, SAP Ariba, SAP Disputes Management, Visa Business PaymentsThree alternatives
AvidXchange, Corpay Complete, StampliOne alternative
Coupa PayKimi K2TipaltiTipaltiHeldTipaltiagainst: BILLTipaltiagainst: BILL, Brex Bill Pay, Rampno first choiceagainst: BILL, SAP Concuragainst: BILL, Melio, Tipalti
Four alternatives
Bottomline Technologies, Corcentric, Corpay Complete, RampTwo alternatives
Coupa Pay, SAP AribaFive alternatives
AvidXchange, Bottomline Paymode-X, Coupa Pay, Medius, SAP AribaThree alternatives
Coupa Pay, Melio, PayhawkThree alternatives
Airbase, Coupa Pay, TipaltiGLM 4.7 FlashXTipaltiagainst: AvidXchange, BILLHighRadiusChangedno first choiceTipaltiagainst: BILLno first choiceagainst: BILL
Four alternatives
Corpay Complete, Coupa Pay, HighRadius, RillionFour alternatives
Basware, Oracle Fusion Cloud Payables, SAP Concur, TipaltiNine alternatives
BILL, Bottomline Technologies, Coupa Pay, FIS, HighRadius, Rippling Spend, SAP Ariba, Sage Intacct, TipaltiThree alternatives
AutoPayables, AvidXchange, Nexus APMiniMax M2.5HighRadius, SAP Fioneeragainst: BILLHighRadius, TipaltiChangedHighRadiusagainst: AvidXchangeTipaltiagainst: BILLno first choicenothing named
Three alternatives
Basware, Coupa Pay, TipaltiThree alternatives
BILL, Oracle, SAPSix alternatives
BILL, Basware, Coupa Pay, SAP Concur, Stampli, TipaltiTwo alternatives
Coupa Pay, SAP AribaBold 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 19:17 | yes | 9 | 10 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:11 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:11 | yes | 23 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 19:36 | yes | 20 | 8 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 19:35 | yes | 43 | 21 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:03 | yes | 21 | 12 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 21:01 | yes | 20 | 17 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:14 | yes | 6 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:32 | no | 0 | 26 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:38 | yes | 10 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:23 | yes | 23 | 61 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:39 | yes | 5 | 15 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:51 | yes | 9 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:48 | yes | 3 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 20:12 | yes | 17 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 18:38 | yes | 20 | 16 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 18:02 | yes | 41 | 22 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:56 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:10 | yes | 27 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:04 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:10 | yes | 10 | 24 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:41 | yes | 20 | 26 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:21 | yes | 21 | 142 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:35 | yes | 5 | 12 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:59 | yes | 19 | 13 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:15 | yes | 7 | 11 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:19 | yes | 15 | 60 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 19:47 | yes | 20 | 8 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 19:30 | yes | 33 | 20 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:57 | yes | 6 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:45 | yes | 24 | 28 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:27 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:20 | yes | 24 | 65 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:43 | yes | 24 | 48 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:08 | yes | 20 | 99 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:20 | yes | 14 | 40 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:08 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:58 | yes | 3 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:55 | yes | 25 | 64 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 21:05 | yes | 20 | 6 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 18:14 | yes | 40 | 25 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:42 | yes | 8 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:43 | yes | 29 | 23 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:34 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:45 | yes | 23 | 66 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:17 | yes | 27 | 40 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:53 | yes | 25 | 49 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:17 | yes | 20 | 42 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:19 | yes | 18 | 11 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:36 | yes | 1 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:31 | yes | 12 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:05 | yes | 20 | 12 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 18:46 | yes | 15 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:15 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:54 | yes | 30 | 29 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:03 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:13 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:53 | yes | 25 | 43 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:10 | yes | 30 | 135 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:14 | no | 0 | 57 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:46 | yes | 28 | 12 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:32 | yes | 6 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:54 | yes | 23 | 62 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 20:39 | yes | 20 | 6 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 21:07 | yes | 25 | 13 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:53 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:21 | yes | 30 | 81 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:44 | yes | 10 | 5 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:00 | yes | 20 | 61 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:52 | yes | 30 | 38 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:27 | yes | 28 | 97 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:51 | yes | 16 | 42 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
BILL.com read as BILL
Bill.com read as BILL
Bill.com (BILL) read as BILL
Bottomline read as Bottomline Technologies
Brex read as Brex Bill Pay
Brex Payables / Brex Bill Pay read as Brex Bill Pay
Corpay read as Corpay Complete
Corpay (formerly Nvoicepay) read as Corpay Complete
Coupa read as Coupa Pay
Coupa (and Coupa Pay) read as Coupa Pay
Oracle Fusion Cloud Financials read as Oracle Fusion Cloud Payables
QuickBooks read as QuickBooks Online
Ramp Bill Pay read as Ramp
Rippling read as Rippling Spend
Xero read as Xero Bills
Unresolved, counted raw
Bottomline Paymode-X
CGI
Click2Gov
Fawry (Egypt)
NetSuite SuiteApp for Bill Pay
Oracle Fusion Cloud Supplier Payment Management
PayPal P2P
PayPal's TIO Networks
Plumb Bill Pay
SAP Disputes Management
SAP Fioneer
Simplypay
Visa Business Payments
Zoho Bill Pay
Discontinued, still offered
No shut-down product was recommended here.