Index › Finance › Receivables and billing › Accounts receivable auto › Small business · September 2026 Edition
Accounts receivable automation for small business buyers
Asked as “accounts receivable automation software”, and as “collections management tool”, on behalf of a small B2B company. 49 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
27%
Contested · Chaser 18%
27BILL Accounts Receivable18Chaser12Upflow43others
27% 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.
The 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
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 small business.
All twenty-one head-to-head pages: the top seven products, each against each
Versapay vs UpflowVersapay vs ChaserVersapay vs TesorioBilltrust vs Quadient ARBilltrust vs HighRadiusBilltrust vs UpflowBilltrust vs ChaserBilltrust vs TesorioQuadient AR vs HighRadiusQuadient AR vs UpflowQuadient AR vs ChaserQuadient AR vs TesorioHighRadius vs UpflowHighRadius vs ChaserHighRadius vs TesorioUpflow vs ChaserUpflow vs TesorioChaser vs Tesorio
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
10Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01BILL Accounts Receivable27%
BILL Accounts Receivable27%02Chaser18%
Chaser18%03Upflow12%
Upflow12%04Zoho Books12%
Zoho Books12%05FreshBooks6%
FreshBooks6%06Gaviti4%
Gaviti4%07QuickBooks Online2%
QuickBooks Online2%08Invoiced0%
Invoiced0%09Billtrust0%
Billtrust0%10HighRadius0%
HighRadius0%What they warned about
One 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 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2 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 Accounts Receivable16%
7 of 44 labels negative · 6 of 12 models · 2 hard negative
“Why avoid or be wary? Common SMB complaints include poor customer support... Skip if you prioritize reliable support and seamless integrations.” Grok 4.20, negative prompt
HighRadius73%
8 of 11 labels negative · 4 of 12 models · 4 hard negative
“Heavyweight, enterprise order-to-cash platforms such as HighRadius, Billtrust, Esker, Emagia, or BlackLine... Why to avoid them:” Gemini 3.5 Flash, negative prompt
QuickBooks Online31%
5 of 16 labels negative · 4 of 12 models · 1 hard negative
“Small businesses should avoid or be cautious about ... QuickBooks (especially for AR features) and BILL are frequently cited as problematic” Mistral Small, negative prompt
Quadient AR50%
3 of 6 labels negative · 3 of 12 models · 1 hard negative
“Priced at €1,500–€5,000+/month; widely cited as more expensive than competitors.” Kimi K2, 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
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. 929 links across 214 sites, every framing counted. Ranked by the number of answers carrying the site or page.
32 answers · 32 citations · 11 models
vendor site · G226 answers · 27 citations · 11 models
25 answers · 33 citations · 10 models
vendor site · LedgerUp22 answers · 26 citations · 10 models
vendor site · Billtrust21 answers · 24 citations · 8 models
vendor site · Upflow21 answers · 24 citations · 11 models
vendor site · Younium19 answers · 21 citations · 10 models
vendor site · Zenskar19 answers · 19 citations · 11 models
vendor site · G218 answers · 33 citations · 10 models
vendor site · BILL16 answers · 26 citations · 9 models
16 answers · 17 citations · 9 models
vendor site · Transformance16 answers · 17 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.
30 answers · 11 models
20 answers · 8 models
19 answers · 10 models
19 answers · 10 models
19 answers · 11 models
16 answers · 9 models
15 answers · 10 models
15 answers · 5 models
15 answers · 7 models
14 answers · 10 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 “accounts receivable automation software”, “ar automation tools”, “best accounts receivable automation software”. 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 |
|---|---|---|---|---|---|---|---|---|
| BILL bill.com BILL Accounts Receivable 27% | 27% | 179 | 2,740,000 | 1,063,001 | 1,783,039 company | $199,231 | 119 | 1 |
| Chaser chaserhq.com | 18% | 178 | 6,120,000 | 13,683 | 11,066 | 0 | ||
| Upflow upflow.io | 12% | 213 | 880 | 102 | 25,361 | |||
| Zoho zoho.com Zoho Books 12% | 12% | 367 | 27,100 | 268 | 1,216,894 company | $51,031 | 119 | |
| Wave waveapps.com | 8% | 363 | 368,000 | 253,218 | 708,862 | 39 | ||
| FreshBooks freshbooks.com | 6% | 304 | 40,500 | 389 | 305,801 | $221 | 113 | |
| Gaviti gaviti.com | 4% | 104 | 320 | 4 | 6,043 | 0 | ||
| QuickBooks quickbooks.ninja QuickBooks Online 2% | 2% | 692 | 1,000,000 | 54,681 | 253 company | |||
| Nickel nickel.com | 2% | 20 | 110,000 | 62,180 | 29,555 | $1,033 | 7 | |
| Versapay versapay.com | 2% | 252 | 6,600 | 106 | 39,155 | $12,320 | 29 | 2 |
Google's top ten for the three searches hold 16 sites; 3 of them are among the sites the models cited here (bill.com, billtrust.com, younium.com). The first result for “accounts receivable automation software” is highradius.com.
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 accounts receivable automation software for a small B2B company?”Paraphrase“Which collections management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top AR automation tools for a small team and how do they differ?”Budget-constrained“What is the best accounts receivable automation software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an accounts receivable automation software. What should we look at?”Negative“Which AR automation tools should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceagainst: BILL Accounts ReceivableGavitiChangedBILL Accounts ReceivableChaser, FreshBooksno first choicenothing named
Three alternatives
EBizCharge, Kolleno, UpflowOne alternative
UpflowThree alternatives
Invoiced, Plooto, UpflowOne alternative
WaveGPT-5.4 miniBILL Accounts ReceivableChaser, UpflowChangedBILL Accounts ReceivableBILL Accounts Receivable, Bill360no first choicenothing named
Four alternatives
Billtrust, Gaviti, HighRadius, InvoicedOne alternative
FreshBooksThree alternatives
Chaser, Invoiced, UpflowThree alternatives
CollBox, Paidnice, PayPal InvoicingGemini 3.5 FlashBILL Accounts ReceivableUpflowChangedPaidniceNickelagainst: Billtrust, HighRadius, QuickBooks OnlineChaser, Upflowagainst: BlackLine Invoice-to-Cash, HighRadiusagainst: Billtrust, BlackLine Invoice-to-Cash, Emagia, Esker, HighRadius
Four alternatives
Chaser, Paidnice, Plooto, Resolve PayThree alternatives
BILL Accounts Receivable, Chaser, CollBoxFour alternatives
BILL Accounts Receivable, Chaser, InvoiceSherpa, UpflowFour alternatives
BILL Accounts Receivable, Melio, Wave, Zoho BooksFive alternatives
BILL Accounts Receivable, Centime, Plooto, Resolve Pay, TesorioPerplexity SonarBILL Accounts ReceivableUpflowChangedBILL Accounts ReceivableZoho Booksagainst: BILL Accounts Receivableno first choicenothing named
Two alternatives
Credit-IQ, UpflowTwo alternatives
Chaser, GavitiFour alternatives
Chaser, Invoiced, Monk, UpflowThree alternatives
FreshBooks, Nickel, PayPal InvoicingGrok 4.20BILL Accounts ReceivableChaserChangedagainst: VersapayBILL Accounts Receivableagainst: HighRadiusWave, Zoho Booksagainst: BILL Accounts Receivable, Chaser, Paidnice, QuickBooks OnlineBILL Accounts Receivableagainst: BILL Accounts Receivable, QuickBooks Online
Two alternatives
Chaser, QuickBooks OnlineOne alternative
BILL Accounts ReceivableFour alternatives
Chaser, Invoiced, Paidnice, UpflowOne alternative
XeroTwo alternatives
Chaser, VersapayMistral SmallBILL Accounts Receivable, FreshBooksChaser, GavitiChangedBILL Accounts ReceivableZoho Booksno first choiceagainst: BILL Accounts Receivable, QuickBooks Online
Two alternatives
Invoiced, QuickBooks OnlineOne alternative
PageroTwo alternatives
FreshBooks, Zoho InvoiceTwo alternatives
BILL Accounts Receivable, FreshBooksDeepSeek V4 FlashBILL Accounts Receivableagainst: BilltrustChaserChangedagainst: Billtrust, HighRadiusBILL Accounts ReceivableZoho Booksagainst: QuickBooks Onlineno first choiceagainst: HighRadiusagainst: BILL Accounts Receivable, Billtrust, Gaviti, HighRadius, Invoiced, Quadient AR, Upflow
Five alternatives
Chaser, FreshBooks, Gaviti, Invoiced, VersapayFour alternatives
Gaviti, Trove, Upflow, ezyCollectThree alternatives
Chaser, Invoiced, UpflowThree alternatives
FreshBooks, Plooto, WaveLlama 4 Maverickno first choiceVersapayChangedBILL Accounts ReceivableZoho Booksno first choicenothing named
Four alternatives
Chaser, Esker, Gaviti, UpflowOne alternative
BilltrustOne alternative
QuickBooks OnlineQwen 3.7 FlashBILL Accounts Receivableagainst: Invoice Fly, Zoho BooksChaserChangedInvoice ButlerZoho Invoiceno first choicenothing named
Four alternatives
Chaser, Credit-IQ, Upflow, YouniumThree alternatives
Paymenit, QuickBooks Online, XeroThree alternatives
BILL Accounts Receivable, Chaser, MonkThree alternatives
ChargeOver, QuickBooks Online Payments, Xero Bill ManagementKimi K2Chaseragainst: UpflowChaser, UpflowChangedBILL Accounts Receivableagainst: FreshBooks, Zoho BooksWaveBILL Accounts Receivable, FreshBooks, QuickBooks Onlineagainst: Esker, Gaviti, HighRadius, Quadient AR, Sidetrade, Tesorio, Versapay
Three alternatives
BILL Accounts Receivable, Invoiced, PaidniceTwo alternatives
CollectFlo, LockstepFour alternatives
Centime, Chaser, Invoiced, MelioFour alternatives
FreshBooks, Melio, QuickBooks Online, Zoho BooksGLM 4.7 FlashXBILL Accounts ReceivableBILL Accounts ReceivableHeldBILL Accounts Receivableagainst: Quadient AR, VersapayWaveagainst: BILL Accounts Receivable, Chaser, Upflowno first choicenothing named
Two alternatives
Chargezoom, ChaserFour alternatives
Chaser, Credit-IQ, Gaviti, UpflowSeven alternatives
Chaser, Invoiced, Plooto, QuickBooks Online, Upflow, Xero, Zoho BooksSix alternatives
FreshBooks, Invoice Fly, Melio, Nickel, QuickBooks Online, Zoho BooksMiniMax M2.5BILL Accounts Receivableagainst: FreshBooks, LedgerUp, WaveLunos, UpflowChangedFreshBooks, QuickBooks OnlineWave, Zoho Booksno first choicenothing named
Two alternatives
Younium, Zoho BooksTwo alternatives
Chaser, KollenoOne alternative
BILL Accounts ReceivableTwo alternatives
FreshBooks, Square for BusinessBold 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 17:39 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:37 | yes | 3 | 7 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:27 | yes | 13 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 17:47 | yes | 20 | 5 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 17:28 | yes | 28 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:37 | yes | 14 | 11 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:45 | yes | 19 | 18 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:35 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:38 | yes | 27 | 86 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:32 | yes | 15 | 23 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:41 | yes | 24 | 90 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:35 | yes | 7 | 43 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:42 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:40 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:45 | yes | 6 | 19 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 17:36 | yes | 20 | 4 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 17:34 | yes | 31 | 11 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:41 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:37 | yes | 19 | 15 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:46 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:38 | no | 0 | 31 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:26 | yes | 9 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:26 | yes | 14 | 24 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:29 | yes | 8 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:46 | yes | 17 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:30 | yes | 6 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:32 | yes | 19 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 17:29 | yes | 20 | 7 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 17:34 | yes | 30 | 13 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:41 | yes | 22 | 13 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:44 | yes | 19 | 27 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:45 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:46 | yes | 5 | 21 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:34 | yes | 19 | 37 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:42 | yes | 19 | 38 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:36 | yes | 5 | 20 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:41 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:36 | yes | 5 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:27 | yes | 19 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 17:48 | 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 17:45 | yes | 38 | 19 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:47 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 17:46 | yes | 16 | 29 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:40 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:30 | no | 0 | 32 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:43 | yes | 9 | 19 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:43 | yes | 12 | 60 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:40 | yes | 5 | 16 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:41 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:36 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:48 | yes | 8 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 17:42 | yes | 20 | 7 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 17:32 | yes | 14 | 12 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:40 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:26 | yes | 10 | 13 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:53 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:39 | no | 0 | 35 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:42 | yes | 12 | 26 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:45 | yes | 10 | 76 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:31 | no | 0 | 59 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:45 | yes | 10 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 17:29 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 17:43 | yes | 22 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 17:26 | yes | 20 | 8 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 17:32 | yes | 40 | 18 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 17:35 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 17:30 | yes | 27 | 81 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:35 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:27 | yes | 15 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:33 | yes | 18 | 52 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 17:29 | yes | 19 | 65 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:37 | yes | 22 | 30 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 read as BILL Accounts Receivable
BILL (AP/AR Suite) read as BILL Accounts Receivable
BILL (bill.com) read as BILL Accounts Receivable
BILL (formerly Bill.com) read as BILL Accounts Receivable
BILL (formerly bill.com) read as BILL Accounts Receivable
BILL AP/AR read as BILL Accounts Receivable
BILL.com read as BILL Accounts Receivable
Bill read as BILL Accounts Receivable
Bill.com read as BILL Accounts Receivable
Bill.com (BILL) read as BILL Accounts Receivable
Bill.com (now BILL) read as BILL Accounts Receivable
BlackLine read as BlackLine Invoice-to-Cash
Quadient read as Quadient AR
QuickBooks read as QuickBooks Online
Resolve read as Resolve Pay
Wave Accounting read as Wave
Unresolved, counted raw
Blixo
Catchpole
CollectFlo
Fundly
Invoice Butler
Paymenit
Xero Bill Management
Discontinued, still offered
No shut-down product was recommended here.