Index › Finance › Receivables and billing › B2B credit management › Small business · September 2026 Edition
B2B credit management for small business buyers
Asked as “B2B credit management software”, and as “customer credit risk 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
39%
Contested · Paidnice 16%
39Chaser16Paidnice06Creditsafe39others
39% 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 two 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-eight head-to-head pages: the top eight products, each against each
Tesorio vs CreditsafeTesorio vs BectranTesorio vs HighRadius Credit CloudTesorio vs MerclexGaviti vs ChaserGaviti vs NuvoGaviti vs CreditsafeGaviti vs BectranGaviti vs HighRadius Credit CloudGaviti vs MerclexChaser vs NuvoChaser vs CreditsafeChaser vs BectranChaser vs HighRadius Credit CloudChaser vs MerclexNuvo vs CreditsafeNuvo vs BectranNuvo vs HighRadius Credit CloudNuvo vs MerclexCreditsafe vs BectranCreditsafe vs HighRadius Credit CloudCreditsafe vs MerclexBectran vs HighRadius Credit CloudBectran vs MerclexHighRadius Credit Cloud vs Merclex
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% negative50%
Key
01Chaser39%
Chaser39%02Paidnice16%
Paidnice16%03Creditsafe6%
Creditsafe6%04Resolve Pay6%
Resolve Pay6%05Nav Business4%
Nav Business4%06Experian Business Credit Reports4%
Experian Business Credit Reports4%07Upflow2%
Upflow2%08Dun & Bradstreet2%
Dun & Bradstreet2%09Satago0%
Satago0%10HighRadius Credit Cloud0%
HighRadius Credit Cloud0%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, Grok 4.20, 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.
HighRadius Credit Cloud92%
11 of 12 labels negative · 5 of 12 models · 8 hard negative
“Enterprise-Level Platforms (Likely Avoid) ... Typically too heavy and expensive for a 30-person company. | *HighRadius, Sidetrade, Onguard*” Gemini 3.5 Flash, scale prompt
Sidetrade Credit Risk Expert
100%
4 of 4 labels negative · 3 of 12 models · 2 hard negative
“Enterprise-Level Platforms (Likely Avoid)... *HighRadius, Sidetrade, Onguard*” Gemini 3.5 Flash, scale prompt
Dun & Bradstreet40%
4 of 10 labels negative · 3 of 12 models · 1 hard negative
“Avoid paying for Credit Reporting Data (like Dun & Bradstreet reports) until you are dealing with large contracts.” Qwen 3.7 Flash, budget prompt
Kolleno33%
3 of 9 labels negative · 3 of 12 models · 1 hard negative
“avoid enterprise tools like Kolleno (£650/user)” Grok 4.20, comparative 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. 963 links across 180 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Credit Pulse41 answers · 52 citations · 11 models
vendor site · Tesorio41 answers · 42 citations · 11 models
40 answers · 52 citations · 11 models
vendor site · Resolve Pay26 answers · 40 citations · 11 models
vendor site · Nuvo23 answers · 28 citations · 10 models
vendor site · G223 answers · 23 citations · 10 models
vendor site · Guideflow20 answers · 20 citations · 10 models
vendor site · G219 answers · 45 citations · 9 models
17 answers · 24 citations · 8 models
17 answers · 24 citations · 9 models
vendor site · Rex17 answers · 18 citations · 7 models
vendor site · HighRadius16 answers · 21 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.
41 answers · 11 models
40 answers · 11 models
37 answers · 11 models
24 answers · 11 models
23 answers · 10 models
23 answers · 10 models
20 answers · 10 models
17 answers · 8 models
17 answers · 7 models
15 answers · 8 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 “b2b credit management software”, “best b2b credit management software”, “credit management tools”. 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 |
|---|---|---|---|---|---|---|---|---|
| Chaser chaserhq.com | 39% | 178 | 6,120,000 | 13,683 | 11,066 | 0 | ||
| Paidnice paidnice.com | 16% | 103 | 110 | 2 | 16,387 | 7 | ||
| Creditsafe creditsafe.com | 6% | 65 | 4,400 | 70 | 59,141 | 21 | ||
| Resolve resolvepay.com Resolve Pay 6% | 6% | 179 | 480 | 60 | 11,436 company | $316 | 6 | 6 |
| Nav Business nav.com | 4% | 5 | 480 | 111 | 322,302 | $54 | 120 | |
| Experian Business Credit Reports experian.com | 4% | 21 | 3,600 | 18 | 11,578,864 | $1,386 | 96 | |
| Merclex merclex.com | 4% | 2 | 10 | 0 | 5 | |||
| Dun & Bradstreet dnb.com Dun & Bradstreet 2%, D&B Finance Analytics 2% | 4% | 45 | 1,086 | 1,974,778 | $1,218 | 22 | ||
| Upflow upflow.io | 2% | 213 | 880 | 102 | 25,361 | |||
| Credit Pulse creditpulse.com Credit Pulse 2%, Credit Hound 0% | 2% | 35 | 210 | 30 | 6,899 | 0 | 5 |
Google's top ten for the three searches hold 19 sites; 5 of them are among the sites the models cited here (creditpulse.com, highradius.com, nuvo.com, resolvepay.com, tesorio.com). The first result for “b2b credit management 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 B2B credit management software for a small B2B company?”Paraphrase“Which customer credit risk tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top credit management tools for a small team and how do they differ?”Budget-constrained“What is the best B2B credit management software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a B2B credit management software. What should we look at?”Negative“Which credit management tools should a small business avoid or be cautious about?”
Claude Haiku 4.5ChaserGavitiChangedGavitiChaserno first choicenothing named
Two alternatives
Credit Pulse, Nav BusinessThree alternatives
Creditsafe, Global Database Risk Intelligence, Resolve PayThree alternatives
Chaser, Credit Pulse, EskerTwo alternatives
Kolleno, UpflowGPT-5.4 miniD&B Finance AnalyticsCreditsafeChangedCreditsafeagainst: BilltrustChaser, Creditsafeagainst: D&B Finance Analyticsno first choicenothing named
Four alternatives
Bectran, Creditsafe, Gaviti, Resolve PayFour alternatives
Apruve, Bectran, Dun & Bradstreet, Experian Business Credit ReportsFour alternatives
Bectran, Chaser, Invoiced, KollenoGemini 3.5 FlashCredit Pulse, Resolve PayResolve PayChangedagainst: Dun & BradstreetNetNowPaidniceagainst: Billtrust, HighRadius Credit Cloud, Sidetrade Credit Risk ExpertKolleno, Nuvo, Resolve Pay, Upflowagainst: HighRadius Credit Cloud, Onguard, Sidetrade Credit Risk Expertnothing named
Three alternatives
Chaser, NetNow, SatagoFour alternatives
Command Credit, Creditsafe, Moody's Analytics Pulse, Nav BusinessFour alternatives
Chaser, Nav Business, Nuvo, UpflowFour alternatives
Chaser, Resolve Pay, Trove, UpflowOne alternative
Credit PulsePerplexity SonarChaseragainst: Bectran, Creditsafe, D&B Finance Analytics, HighRadius Credit Cloud, RexChaserHeldChaseragainst: Esker, HighRadius Credit CloudChaserno first choiceagainst: HighRadius Credit Cloud, Sidetrade Credit Risk Expert
Two alternatives
Paidnice, SatagoTwo alternatives
Capitalise, CreditsafeThree alternatives
Credit Hound, Paidnice, SatagoOne alternative
PaidniceGrok 4.20PaidniceDun & Bradstreet (D&B) Credit Insights Basic, Nav Prime TrackChangedagainst: Experian Business Credit ReportsPaidnice, Satagoagainst: HighRadius Credit Cloud, KollenoPaidniceagainst: Chaser, HighRadius Credit Cloudno first choiceagainst: Bectran, Bill.com, Chaser, Creditsafe, Divvy, HighRadius Credit Cloud, Oracle ERP Cloud, Oracle NetSuite, SAP Credit Management
Two alternatives
Chaser, SatagoOne alternative
CreditsafeThree alternatives
Chaser, Credit Hound, UpflowThree alternatives
Merclex, Nav Business, SatagoMistral SmallChaser, PaidniceChaserChangedChaserChaserno first choicenothing named
One alternative
UpflowThree alternatives
Dun & Bradstreet, Experian Business Credit Reports, MerclexFour alternatives
Credit Hound, Paidnice, Rex, SatagoTwo alternatives
Creditsafe, PaidniceDeepSeek V4 FlashChaserCreditsafe, Nav BusinessChangedChaseragainst: Esker, HighRadius Credit Cloud, Onguard, Tesorio, UpflowPaidniceno first choiceagainst: HighRadius Credit Cloud, Kolleno, Quadient AR, Sidetrade Credit Risk Expertnothing named
Four alternatives
Credit-IQ, Equisettle, Paidnice, SatagoTwo alternatives
Experian Business Credit Reports, eCredable BusinessThree alternatives
Paidnice, Satago, ezyCollectThree alternatives
Chaser, Creditsafe, SatagoFive alternatives
Chaser, Esker, My DSO Manager, Paidnice, SatagoLlama 4 MaverickChaserExperian Business Credit ReportsChangedno first choiceChaserno first choicenothing named
Three alternatives
Capitalise, Dun & Bradstreet, Resolve PayFour alternatives
Chaser, Paidnice, Paraglide, SatagoQwen 3.7 FlashTradeCreditagainst: Beacon, Dun & BradstreetChaserChangedChaserChaseragainst: Dun & Bradstreetno first choiceagainst: Grainger, Mint, Office Depot, QuickBooks Online, Uline, Xero
Two alternatives
Creditsafe, ZepelThree alternatives
Atradius, Equifax, TrantorTwo alternatives
Paidnice, SatagoTwo alternatives
GetPaid.io, LoopKimi K2Chaser, Paidniceagainst: TesorioExperian Business Credit ReportsChangedChaserChaserChaseragainst: Dun & Bradstreet
One alternative
Nav BusinessSix alternatives
Atradius, Bectran, D&B Credit Reporter, Moody's Trade Credit, NetNow, NuvoFour alternatives
Credit Hound, Paidnice, Satago, ezyCollectTwo alternatives
D&B Credit Insights, My DSO ManagerSix alternatives
Credit Pulse, CreditDevice, Equifax, Payt, Resolve Pay, TKBGLM 4.7 FlashXChaseragainst: KollenoDun & BradstreetChangedChaserMerclexagainst: Chaser, HighRadius Credit Cloudno first choicenothing named
One alternative
PaidniceTwo alternatives
Experian Business Credit Reports, Nav BusinessFour alternatives
Kolleno, Paidnice, Rex, SatagoThree alternatives
Nav Business, Paidnice, SatagoMiniMax M2.5Chaser, PaidniceMerclexChangedChaserNav Business, Paidniceno first choiceagainst: In-House Spreadsheets
Two alternatives
Rex, UpflowTwo alternatives
Chaser, Nav BusinessTwo alternatives
Paidnice, SatagoTwo alternatives
Chaser, MerclexBold 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 19:51 | yes | 14 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:20 | yes | 5 | 8 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:08 | yes | 19 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 19:55 | 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 20:27 | yes | 25 | 18 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:50 | yes | 7 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:30 | yes | 22 | 33 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:58 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:55 | no | 0 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:44 | yes | 10 | 26 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:59 | yes | 24 | 85 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:08 | yes | 11 | 25 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:53 | yes | 14 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:11 | no | 0 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:15 | yes | 19 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 20:09 | 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 18:15 | yes | 37 | 16 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:54 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:55 | yes | 16 | 18 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:00 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:04 | yes | 5 | 12 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:18 | yes | 9 | 53 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 21:00 | yes | 25 | 274 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:14 | yes | 12 | 34 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:58 | yes | 9 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:11 | yes | 3 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:56 | yes | 16 | 58 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:32 | 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 19:14 | yes | 29 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:30 | yes | 8 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:17 | yes | 23 | 81 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:01 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:20 | yes | 9 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:34 | yes | 12 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:05 | yes | 29 | 170 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:47 | yes | 13 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:01 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 21:04 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:32 | yes | 20 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 19:48 | yes | 20 | 5 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 18:36 | yes | 34 | 19 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:08 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:10 | yes | 19 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:43 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:58 | no | 0 | 26 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:01 | yes | 18 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:03 | yes | 29 | 152 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:53 | yes | 14 | 22 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:56 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:27 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:41 | yes | 10 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 20:58 | 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 19:56 | yes | 11 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:35 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 17:58 | yes | 22 | 77 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:38 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:14 | yes | 9 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:10 | yes | 10 | 24 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:58 | yes | 13 | 88 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:56 | yes | 5 | 14 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:53 | yes | 16 | 10 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:07 | yes | 4 | 6 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:57 | yes | 12 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 19:59 | 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 19:25 | yes | 35 | 19 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:01 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:19 | yes | 30 | 28 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:25 | yes | 8 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:36 | no | 0 | 33 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:24 | yes | 28 | 36 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:26 | yes | 10 | 63 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:03 | yes | 9 | 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
Creditpulse read as Credit Pulse
Experian read as Experian Business Credit Reports
Experian Business read as Experian Business Credit Reports
Experian Business CreditScore Pro read as Experian Business Credit Reports
HighRadius read as HighRadius Credit Cloud
Quadient read as Quadient AR
QuickBooks read as QuickBooks Online
Resolve read as Resolve Pay
Resolve (Resolve Pay) read as Resolve Pay
SAP read as SAP Credit Management
Sidetrade read as Sidetrade Credit Risk Expert
Unresolved, counted raw
Beacon
Command Credit
Dun & Bradstreet (D&B) Credit Insights Basic
GetPaid.io
Global Database Risk Intelligence
In-House Spreadsheets
Moody's Analytics Pulse
Nav Prime Track
Office Depot
RiskAdvisor
TradeCredit
Trantor
Zepel
eCredable Business
Discontinued, still offered
No shut-down product was recommended here.