B2B credit management
Asked as “B2B credit management software”, and as “customer credit risk tool”, on behalf of a mid-market B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
16%
Contested · Gaviti 14%
16Tesorio14Gaviti10Chaser60others
16% 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 mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product 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.
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
10
11
12
13Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Tesorio16%
Tesorio16%02Gaviti14%
Gaviti14%03Chaser10%
Chaser10%04Nuvo6%
Nuvo6%05Creditsafe6%
Creditsafe6%06Bectran6%
Bectran6%07HighRadius Credit Cloud6%
HighRadius Credit Cloud6%08Merclex4%
Merclex4%09Paidnice2%
Paidnice2%10Quadient AR2%
Quadient AR2%11Experian Business Credit Reports2%
Experian Business Credit Reports2%12Esker2%
Esker2%13Billtrust0%
Billtrust0%What they warned about
Three of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, 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.
HighRadius Credit Cloud39%
12 of 31 labels negative · 6 of 12 models · 1 hard negative
“Avoid enterprise suites like HighRadius or Esker if budget is the main constraint” Perplexity Sonar, budget prompt
Esker25%
4 of 16 labels negative · 4 of 12 models · 2 hard negative
“Avoid enterprise-heavy tools like Oracle/Esker unless you're scaling fast; they add overhead.” Grok 4.20, direct prompt
Credit Sesame100%
3 of 3 labels negative · 3 of 12 models · 1 hard negative
“Credit Sesame earns an "F" rating from the Better Business Bureau and is not recommended for anyone serious about protecting their financial information” Claude Haiku 4.5, negative prompt
Bectran16%
3 of 19 labels negative · 3 of 12 models
“Historically slower processing and weaker ERP integrations; modern users sometimes need IT involvement for advanced workflows.” GLM 4.7 FlashX, 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
64 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. 905 links across 202 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Nuvo41 answers · 52 citations · 10 models
vendor site · Tesorio40 answers · 45 citations · 11 models
vendor site · Credit Pulse38 answers · 46 citations · 11 models
37 answers · 43 citations · 11 models
vendor site · HighRadius34 answers · 68 citations · 11 models
vendor site · Guideflow28 answers · 28 citations · 10 models
vendor site · Rex22 answers · 24 citations · 9 models
vendor site · Worldmetrics18 answers · 25 citations · 7 models
vendor site · G215 answers · 34 citations · 9 models
vendor site · Merclex15 answers · 22 citations · 10 models
14 answers · 17 citations · 8 models
vendor site · G214 answers · 16 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.
40 answers · 11 models
40 answers · 10 models
36 answers · 11 models
36 answers · 10 models
28 answers · 10 models
22 answers · 9 models
22 answers · 11 models
15 answers · 10 models
15 answers · 6 models
14 answers · 5 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 |
|---|---|---|---|---|---|---|---|---|
| Tesorio tesorio.com | 16% | 155 | 880 | 8 | 1,079 | 13 | 7 | |
| Gaviti gaviti.com | 14% | 104 | 320 | 4 | 6,043 | 0 | ||
| Chaser chaserhq.com | 10% | 178 | 6,120,000 | 13,683 | 11,066 | 0 | ||
| Nuvo nuvo.com | 6% | 11 | 14,800 | 1,104 | 7,211 | 0 | 3 | |
| Creditsafe creditsafe.com | 6% | 65 | 4,400 | 70 | 59,141 | 21 | ||
| Bectran bectran.com | 6% | 35 | 1,900 | 28 | 3,662 | 16 | ||
| HighRadius highradius.com HighRadius Credit Cloud 6% | 6% | 114 | 6,600 | 118 | 294,561 company | $2,272 | 120 | 1 |
| Merclex merclex.com | 4% | 2 | 10 | 0 | 5 | |||
| Upflow upflow.io | 4% | 213 | 880 | 102 | 25,361 | |||
| Paidnice paidnice.com | 2% | 103 | 110 | 2 | 16,387 | 7 |
Google's top ten for the three searches hold 19 sites; 4 of them are among the sites the models cited here (creditpulse.com, highradius.com, nuvo.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 mid-market B2B company?”Paraphrase“Which customer credit risk tool would you recommend to a mid-sized B2B company?”Comparative“What are the top credit management tools and how do they differ?”Budget-constrained“What is the best B2B credit management software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a B2B credit management software. What should we look at?”Negative“Which credit management tools should I avoid or be cautious about?”
Claude Haiku 4.5GavitiGavitiHeldno first choiceChaser, Upflowno first choiceagainst: Credit Sesame
Two alternatives
Chaser, Quadient ARTwo alternatives
Chaser, Resolve PayTwo alternatives
Gaviti, My DSO ManagerGPT-5.4 miniQuadient ARD&B Finance AnalyticsChangedCreditsafe, D&B Finance Analytics Credit IntelligenceExperian Business Credit Advantage / Business Credit Monitoringno first choicenothing named
Three alternatives
Bectran, D&B Finance Analytics Credit Intelligence, NuvoThree alternatives
CreditRiskMonitor, Creditsafe, KollenoSeven alternatives
Billtrust, Chaser, Invoiced, Kolleno, Quadient AR, Tesorio, UpflowOne alternative
BectranGemini 3.5 FlashBectranKolleno, TesorioChangedagainst: HighRadius Credit CloudRexagainst: Esker, HighRadius Credit CloudSatago, Troveagainst: Bectran, Chaser, HighRadius Credit Cloudno first choiceagainst: Lexington Law
Four alternatives
Esker, Quadient AR, Resolve Pay, TesorioFour alternatives
Chaser, Experian Business Credit Reports, Gaviti, Resolve PayThree alternatives
Bectran, Creditsafe, D&B Finance AnalyticsFour alternatives
Creditsafe, DueTrail, Nuvo, PaidniceFour alternatives
Chaser, Peakflo, Quadient/YayPay, TesorioPerplexity SonarTesorioHighRadius Credit CloudChangedEsker, HighRadius Credit CloudMy DSO Manager, Upflowagainst: Creditsafe, D&B Finance Analytics, Esker, HighRadius Credit Cloudno first choicenothing named
Three alternatives
Gaviti, HighRadius Credit Cloud, Quadient ARThree alternatives
Bectran, Creditsafe, RexEight alternatives
Billtrust, Chaser, Creditsafe, Experian Business Credit Reports, Nuvo, Onguard, Satago, Sidetrade Credit Risk ExpertOne alternative
PaidniceGrok 4.20Gavitiagainst: Esker, HighRadius Credit Cloud, Oracle Fusion Cloud Credit ManagementCreditsafeChangedno first choiceMerclexHighRadius Credit Cloudagainst: Albert, Equifax, Experian Business Credit Reports, Financial Education Services, TomoCredit, TransUnion
Four alternatives
Bectran, Billtrust, Nuvo, TesorioFour alternatives
Bectran, Dun & Bradstreet, Experian Business Credit Reports, GavitiTwo alternatives
Paidnice, SatagoSix alternatives
Bectran, Billtrust, Creditsafe, Esker, Nuvo, OnguardMistral SmallGavitiCreditsafe, GavitiChangedno first choiceChaser, Paidniceno first choicenothing named
Two alternatives
Billtrust, Quadient AROne alternative
MerclexDeepSeek V4 FlashNuvoagainst: Esker, HighRadius Credit CloudCreditsafeChangedno first choiceagainst: Bectran, Dun & Bradstreet, HighRadius Credit Cloud, RexBectranagainst: Chaser, Dun & Bradstreet, HighRadius Credit Cloud, Kolleno, Moody's, UpflowEsker, Nuvo, Onguardagainst: HighRadius Credit Cloud, Sidetrade Credit Risk Expertagainst: Credit Glory, Credit Karma, Credit Sesame, Experian Business Credit Reports, Lexington Law, TransUnion, myFICO
Four alternatives
Bectran, Creditsafe, Gaviti, TesorioThree alternatives
Dun & Bradstreet, HighRadius Credit Cloud, TesorioThree alternatives
Experian Business Credit Reports, Paidnice, SatagoLlama 4 Maverickno first choiceno first choiceHeldno first choiceBectran, D&B Credit Reporter, Experian Business Credit Reports, Merclex, Nav Businessno first choicenothing named
Qwen 3.7 FlashGavitiagainst: HighRadius Credit CloudTesorioChangedagainst: HighRadius Credit CloudDun & BradstreetChaseragainst: LexisNexisno first choicenothing named
Two alternatives
Billtrust, Credit PulseOne alternative
NuvoFive alternatives
Chaser, Curb, FreshBooks, QuickBooks Online, XeroThree alternatives
Merclex, Nav Business, PaidniceKimi K2Gaviti, TesorioNuvo, TesorioChangedno first choiceChaserno first choicenothing named
Three alternatives
Billtrust, Nuvo, Quadient ARFour alternatives
D&B Credit Reporter, Esker, Experian Business Credit Reports, HighRadius Credit CloudSeven alternatives
Bectran, Creditsafe, D&B Finance Analytics, Esker, HighRadius Credit Cloud, Nuvo, RexTwo alternatives
Paidnice, TroveGLM 4.7 FlashXTesorioagainst: HighRadius Credit CloudTesorioHeldagainst: D&B Finance Analytics, Moody'sno first choiceagainst: Bectran, FICO, Moody’s CreditLens, S&P Global Market IntelligenceMercno first choiceagainst: Credit Karma, Credit Sesame, Experian Credit Report, TransUnion, myFICO
Two alternatives
Gaviti, Quadient ARThree alternatives
Experian Business Credit Reports, Gaviti, HighRadius Credit CloudSeven alternatives
Credit Pulse, Creditsafe, D&B Finance Analytics, Esker, HighRadius Credit Cloud, Nuvo, RexThree alternatives
Nav Business, Paidnice, UpflowMiniMax M2.5TesorioHighRadius Credit CloudChangedHighRadius Credit CloudChaserno first choicenothing named
Four alternatives
Credit Pulse, Gaviti, Nuvo, Quadient ARTwo alternatives
Atradius, KollenoThree alternatives
Chaser, Esker, NuvoOne alternative
PaidniceBold 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 21:01 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:41 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:18 | yes | 21 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 18:37 | yes | 17 | 7 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 18:38 | yes | 31 | 22 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:35 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:24 | yes | 18 | 21 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:48 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:42 | yes | 10 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 17:56 | yes | 7 | 50 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:23 | yes | 26 | 41 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:04 | yes | 7 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:17 | yes | 15 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:35 | yes | 4 | 7 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:19 | yes | 16 | 47 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 21:03 | yes | 20 | 6 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 20:26 | yes | 27 | 16 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:44 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:59 | yes | 18 | 19 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:40 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:06 | yes | 5 | 11 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:14 | yes | 8 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:45 | yes | 15 | 121 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:59 | yes | 22 | 41 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:17 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:13 | yes | 6 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:59 | yes | 18 | 26 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 18:01 | yes | 20 | 9 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 20:56 | yes | 24 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:31 | yes | 30 | 15 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:18 | yes | 22 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:52 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:13 | no | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:43 | yes | 7 | 25 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:33 | yes | 20 | 52 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:00 | yes | 8 | 25 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:58 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:23 | yes | 2 | 11 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:53 | yes | 19 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 20:19 | yes | 20 | 7 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 19:31 | yes | 36 | 19 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:39 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:12 | yes | 16 | 17 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:23 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:50 | yes | 10 | 46 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 21:04 | yes | 9 | 20 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:32 | yes | 28 | 85 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:03 | yes | 5 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:11 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:51 | no | 0 | 12 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:16 | no | 0 | 14 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 17:59 | yes | 20 | 8 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 20:34 | yes | 13 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:37 | no | 0 | 6 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:27 | yes | 17 | 26 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:28 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:31 | yes | 7 | 29 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:53 | yes | 8 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:16 | yes | 12 | 62 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:30 | no | 0 | 9 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:17 | yes | 27 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:06 | no | 0 | 3 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:31 | yes | 16 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 18:15 | yes | 20 | 5 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 20:44 | yes | 33 | 16 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:22 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:57 | yes | 19 | 20 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:15 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:03 | yes | 10 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:02 | yes | 20 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:12 | yes | 15 | 52 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:41 | no | 0 | 59 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
Oracle read as Oracle Fusion Cloud Credit Management
Quadient Accounts Receivable read as Quadient AR
Sidetrade read as Sidetrade Credit Risk Expert
YayPay read as Quadient AR
YayPay (Quadient) read as Quadient AR
Unresolved, counted raw
AWS Credit Checker
Access Collect
Albert
Credictiq
Credit Glory
Curb
DueTrail
Experian Business Credit Advantage / Business Credit Monitoring
Experian Credit Report
Financial Education Services
LifeLock
Merc
Nuvio
TomoCredit
Discontinued, still offered
No shut-down product was recommended here.