Index › Finance › Receivables and billing › B2B credit management › Enterprise · September 2026 Edition
B2B credit management for enterprise buyers
Asked as “B2B credit management software”, and as “customer credit risk tool”, on behalf of an enterprise B2B company. 40 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
72%
Clear leader
72HighRadius Credit Cloud05Bectran05Credit Pulse17others
72% 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 five 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-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
One product takes 72% of first choices here, so the chart would put nine markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Zero products carry a negative rate above 25% in this category.
What they warned about
Seven of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Mistral Small, DeepSeek V4 Flash 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 Cloud9%
5 of 57 labels negative · 5 of 12 models
“While it's a popular choice for large enterprises, it may be too broad and complex for smaller businesses. Additionally, its pricing may be skewed towards enterprise budgets.” Llama 4 Maverick, negative prompt
SAP Credit Management44%
4 of 9 labels negative · 4 of 12 models · 1 hard negative
“Native ERP Credit Management Modules (e.g., SAP's built-in credit management) - These tools often lack the automation, real-time monitoring, and advanced features required” Mistral Small, negative prompt
Esker12%
4 of 33 labels negative · 4 of 12 models
“Esker is geared towards enterprises with complex order-to-cash operations. It may not be suitable for smaller businesses or those with simpler credit management needs.” Llama 4 Maverick, negative prompt
Kolleno100%
3 of 3 labels negative · 3 of 12 models · 3 hard negative
“Per-user ($545-650/user/mo) | Costs explode with thousands of users.” Grok 4.20, budget 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
67 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. 1099 links across 221 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · HighRadius46 answers · 116 citations · 12 models
vendor site · Credit Pulse44 answers · 61 citations · 11 models
vendor site · Guideflow44 answers · 45 citations · 11 models
vendor site · Nuvo41 answers · 56 citations · 10 models
vendor site · Tesorio40 answers · 43 citations · 11 models
vendor site · G228 answers · 34 citations · 10 models
vendor site · Worldmetrics27 answers · 35 citations · 8 models
24 answers · 25 citations · 11 models
vendor site · Esker23 answers · 41 citations · 10 models
vendor site · Resolve Pay23 answers · 26 citations · 11 models
17 answers · 23 citations · 9 models
16 answers · 22 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.
44 answers · 11 models
40 answers · 11 models
39 answers · 11 models
37 answers · 10 models
28 answers · 11 models
23 answers · 11 models
22 answers · 9 models
21 answers · 7 models
17 answers · 11 models
16 answers · 9 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 |
|---|---|---|---|---|---|---|---|---|
| HighRadius highradius.com HighRadius Credit Cloud 72% | 72% | 114 | 6,600 | 118 | 294,561 company | $2,272 | 120 | 1 |
| Credit Pulse creditpulse.com | 5% | 35 | 210 | 30 | 6,899 | 0 | 5 | |
| Bectran bectran.com | 5% | 35 | 1,900 | 28 | 3,662 | 16 | ||
| Esker esker.com | 2% | 236 | 12,100 | 383 | 12,337 | 5 | 2 | |
| Billtrust billtrust.com | 2% | 362 | 6,600 | 159 | 50,343 | $718 | 15 | 7 |
| Dun & Bradstreet dnb.com Dun & Bradstreet 2%, D&B Finance Analytics 0% | 2% | 45 | 1,086 | 1,974,778 | $1,218 | 22 | ||
| Gaviti gaviti.com | 2% | 104 | 320 | 4 | 6,043 | 0 | ||
| Quadient quadient.com Quadient AR 2% | 2% | 76 | 50 | 4 | 131,433 company | $83 | 42 | |
| Dun & Bradstreet's enterprise credit-risk stack | 2% | |||||||
| SAP Credit Management sap.com | 2% | 10 | 50 | 12 | 2,214,514 | $1,251 | 23 |
Google's top ten for the three searches hold 19 sites; 6 of them are among the sites the models cited here (creditpulse.com, esker.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 an enterprise B2B company?”Paraphrase“Which customer credit risk tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade credit management tools and how do they differ?”Budget-constrained“What is the best B2B credit management software 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 B2B credit management software. What should we look at?”Negative“Which credit management tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5HighRadius Credit Cloudno first choiceChangedHighRadius Credit CloudCredit Pulseno first choicenothing named
Three alternatives
Billtrust, Gaviti, Sidetrade Credit Risk ExpertFour alternatives
Emagia, Esker, Onguard, Sidetrade Credit Risk ExpertTwo alternatives
CGI Credit Studio, HighRadius Credit CloudGPT-5.4 miniSAP Credit Managementagainst: SAP Commerce B2B Credit ManagementDun & Bradstreet's enterprise credit-risk stackChangedno first choiceBectranno first choicenothing named
One alternative
Oracle Fusion Cloud Credit ManagementOne alternative
CreditsafeThree alternatives
HighRadius Credit Cloud, Oracle Fusion Cloud Credit Management, SAP Credit ManagementThree alternatives
Billtrust, Nuvo, SCREDITGemini 3.5 FlashHighRadius Credit CloudHighRadius Credit CloudHeldHighRadius Credit CloudEskerno first choicenothing named
Four alternatives
Bectran, Billtrust, Esker, SerralaThree alternatives
Bectran, D&B Finance Analytics, EskerFive alternatives
Bectran, Credit Pulse, D&B Finance Analytics, Esker, RexFour alternatives
Gaviti, HighRadius Credit Cloud, Quadient AR, Sidetrade Credit Risk ExpertPerplexity SonarHighRadius Credit CloudHighRadius Credit CloudHeldagainst: CreditsafeHighRadius Credit CloudHighRadius Credit Cloudagainst: Billtrustno first choiceagainst: CreditDevice, Payt, TKB
Four alternatives
Bectran, Billtrust, Esker, RexThree alternatives
Billtrust, D&B Finance Analytics, Moody'sSeven alternatives
Billtrust, CGI Credit Studio, Creditsafe, D&B Finance Analytics, Esker, Quadient AR, TesorioOne alternative
EskerGrok 4.20HighRadius Credit Cloudagainst: Bectran, NuvoHighRadius Credit CloudHeldHighRadius Credit CloudHighRadius Credit Cloudagainst: AccountsReceivable.ai, Billtrust, CreditDevice, DebtAgent, Esker, Kolleno, MaxCredible, Nuvo, Tesoriono first choiceagainst: HighRadius Credit Cloud
Three alternatives
Billtrust, Esker, TesorioTwo alternatives
Dun & Bradstreet, Experian Business Credit ReportsSix alternatives
Billtrust, Creditsafe, D&B Finance Analytics Credit Intelligence, Esker, Nuvo, TesorioOne alternative
Credit PulseMistral SmallHighRadius Credit CloudDun & Bradstreet, HighRadius Credit CloudChangedHighRadius Credit CloudHighRadius Credit Cloudno first choiceagainst: SAP Credit Management
Five alternatives
Bectran, Billtrust, Bluecopa, Credit Pulse, NuvoThree alternatives
Bectran, Esker, NuvoThree alternatives
Esker, Sidetrade Credit Risk Expert, VersapayDeepSeek V4 FlashBectran, HighRadius Credit CloudHighRadius Credit CloudChangedHighRadius Credit Cloudagainst: SAS Risk & Fraud / Credit ScoringHighRadius Credit Cloudagainst: Chaser, Kolleno, Nuvono first choiceagainst: HighRadius Credit Cloud, Infor, Microsoft Dynamics, Oracle Fusion Cloud Credit Management, SAP Credit Management
Three alternatives
Creditsafe, D&B Finance Analytics, RexTwo alternatives
D&B Finance Analytics, RexFive alternatives
Billtrust, Esker, Experian PowerCurve, Tesorio, Wolters Kluwer OneSumX for Risk / Credit RiskTwo alternatives
Credit Pulse, EskerLlama 4 MaverickHighRadius Credit CloudHighRadius Credit CloudHeldHighRadius Credit CloudHighRadius Credit CloudHighRadius Credit Cloudagainst: Esker, HighRadius Credit Cloud
Four alternatives
Credit Pulse, Guideflow, Nuvo, TesorioFour alternatives
Atradius, Coface, Dun & Bradstreet, Experian Business Credit ReportsFour alternatives
Billtrust, Esker, Nuvo, TesorioQwen 3.7 FlashHighRadius Credit CloudHighRadius Credit CloudHeldHighRadius Credit CloudCredit Pulseagainst: Esker, HighRadius Credit Cloud, Serralano first choiceagainst: Excel
Four alternatives
Billtrust, Creditsafe, Dun & Bradstreet, TesorioTwo alternatives
Moody’s CreditLens, SAS Credit Risk ManagerThree alternatives
D&B Finance Analytics, EFILOS, EskerOne alternative
CreditDeviceKimi K2HighRadius Credit CloudHighRadius Credit CloudHeldHighRadius Credit CloudQuadient ARagainst: Billtrust, Esker, HighRadius Credit Cloud, KollenoHighRadius Credit Cloudagainst: SAP Credit Management
Three alternatives
Bectran, Credit Pulse, EskerThree alternatives
D&B ERAM, Oracle Fusion Cloud Credit Management, SAP Credit ManagementSeven alternatives
Billtrust, Creditsafe, Esker, Nuvo, Oracle Fusion Cloud Credit Management, SAP Credit Management, TesorioTwo alternatives
CGI Credit Studio, GavitiFour alternatives
Bectran, Creditsafe, D&B Finance Analytics, EskerGLM 4.7 FlashXHighRadius Credit CloudHighRadius Credit CloudHeldHighRadius Credit Cloudagainst: TesorioGavitino first choicenothing named
Four alternatives
Esker, Gaviti, Serrala, TesorioTwo alternatives
D&B Finance Analytics, EskerFive alternatives
Billtrust, Creditsafe, D&B Finance Analytics, Esker, NuvoTwo alternatives
Chaser, HighRadius Credit CloudMiniMax M2.5Billtrust, HighRadius Credit CloudHighRadius Credit CloudChangedHighRadius Credit CloudHighRadius Credit Cloudagainst: Troveno first choiceagainst: SAP Credit Management
Two alternatives
Esker, NuvoTwo alternatives
Credit Pulse, Resolve PayFour alternatives
Billtrust, Oracle Fusion Cloud Credit Management, SAP Credit Management, TesorioTwo alternatives
Credit Pulse, SAP S/4HANABold 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 18:46 | yes | 9 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:28 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:17 | yes | 23 | 62 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 18:49 | 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 21:01 | yes | 18 | 13 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:01 | yes | 11 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:54 | yes | 15 | 16 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:53 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 20:16 | yes | 14 | 35 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:34 | yes | 6 | 39 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:27 | yes | 43 | 105 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:23 | yes | 9 | 27 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:02 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:18 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:58 | yes | 13 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 19:35 | yes | 20 | 5 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 19:26 | yes | 24 | 15 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:49 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:48 | yes | 18 | 15 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:51 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 21:07 | yes | 8 | 31 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:55 | yes | 17 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:43 | yes | 15 | 87 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:39 | yes | 5 | 29 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:04 | yes | 15 | 13 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:23 | yes | 3 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:54 | yes | 16 | 55 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 20:53 | yes | 20 | 12 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 18:51 | yes | 32 | 19 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:10 | yes | 25 | 15 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:16 | yes | 22 | 28 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:25 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:07 | yes | 9 | 39 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:17 | yes | 9 | 33 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:45 | yes | 32 | 164 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:10 | yes | 15 | 35 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 17:53 | yes | 18 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:53 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:19 | yes | 30 | 29 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 19:40 | 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 18:47 | yes | 33 | 22 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:04 | yes | 15 | 9 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:08 | yes | 24 | 58 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:37 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:15 | yes | 28 | 84 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 18:39 | yes | 23 | 52 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:34 | yes | 27 | 92 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:53 | yes | 22 | 46 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:46 | yes | 19 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:41 | no | 0 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:42 | yes | 6 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 21:04 | 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 19:40 | yes | 15 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:58 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:17 | yes | 26 | 91 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:43 | yes | 5 | 7 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:57 | no | 0 | 41 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:21 | yes | 23 | 43 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:35 | yes | 27 | 56 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 19:05 | yes | 5 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:02 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:53 | no | 0 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:24 | yes | 11 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 18:20 | 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 20:14 | yes | 36 | 21 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:36 | yes | 11 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:02 | yes | 28 | 46 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:27 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:27 | yes | 5 | 29 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:33 | yes | 25 | 39 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:01 | yes | 14 | 96 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:25 | yes | 20 | 64 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
Creditpulse read as Credit Pulse
Experian read as Experian Business Credit Reports
Experian Business read as Experian Business Credit Reports
Experian Business (Ascend Commercial) read as Experian Business Credit Reports
HighRadius read as HighRadius Credit Cloud
HighRadius (Credit Cloud) read as HighRadius Credit Cloud
Moody's Analytics read as Moody's
Oracle read as Oracle Fusion Cloud Credit Management
Quadient read as Quadient AR
Sidetrade read as Sidetrade Credit Risk Expert
Unresolved, counted raw
Baker Hill
CRIF
CreditPoint Software
D&B ERAM (Enterprise Risk Assessment Manager)
DebtAgent
Dun & Bradstreet's enterprise credit-risk stack
EFILOS (SCREDIT)
Experian PowerCurve
Microsoft Dynamics Credit Management
Pega
Provenir
SAP Commerce B2B Credit Management
SAS Credit Risk Manager
SAS Risk & Fraud / Credit Scoring
Wolters Kluwer OneSumX for Risk / Credit Risk
Discontinued, still offered
No shut-down product was recommended here.