Finance AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index › 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
HighRadius Credit Cloud
Clear leader
72% of first choices, clear leader.
ShowinginAll 41 categories in the September 2026 Edition →

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.
Small businessChaser39%ContestedStanding →Mid-marketTesorio16%ContestedStanding →EnterpriseHighRadius Credit Cloud72%Clear leaderThis page

01The 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
01HighRadius Credit Cloud72%9%57endorsed leader
02Credit Pulse5%0%13accepted challenger
03Bectran5%7%14accepted challenger
04Esker2%12%33accepted challenger
05Billtrust2%12%26accepted challenger
Show the five products at 0%, ordered by negative rate
09Nuvo0%18%17accepted challenger
08Tesorio0%15%13accepted challenger
07Creditsafe0%7%14accepted challenger
06D&B Finance Analytics0%0%11accepted challenger
10Sidetrade0%0%10accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.
Head to head
Tesorio vs GavitiTesorio vs ChaserGaviti vs Chaser

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. Jump to the standing

02What 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 Cloud
9%
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 Management
44%
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
Esker
12%
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
Kolleno
100%
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 4.1 Fast, budget prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

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. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 1000 links across 203 sites, every framing counted. Ranked by the number of answers carrying the site or page.

creditpulse.com
vendor site · Credit Pulse42 answers · 58 citations · 10 models
nuvo.com
vendor site · Nuvo41 answers · 56 citations · 10 models
guideflow.com
vendor site · Guideflow41 answers · 41 citations · 10 models
highradius.com
vendor site · HighRadius40 answers · 101 citations · 11 models
tesorio.com
vendor site · Tesorio35 answers · 36 citations · 10 models
learn.g2.com
28 answers · 34 citations · 10 models
worldmetrics.org
27 answers · 35 citations · 8 models
chaserhq.com
23 answers · 24 citations · 10 models
resolvepay.com
vendor site · Resolve Pay20 answers · 23 citations · 10 models
esker.com
vendor site · Esker17 answers · 25 citations · 9 models
f6s.com
17 answers · 23 citations · 9 models
gitnux.org
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.

guideflow.com/blog/credit-management-software
41 answers · 10 models
creditpulse.com/blog/best-credit-management-software
37 answers · 10 models
nuvo.com/resources/credit-management-software
37 answers · 10 models
tesorio.com/blog/the-5-best-credit-risk-management-software-platforms-for-b…
35 answers · 10 models
highradius.com/resources/Blog/top-credit-risk-management-tools
25 answers · 10 models
chaserhq.com/blog/best-credit-management-software
22 answers · 10 models
learn.g2.com/best-credit-and-collections-software
22 answers · 9 models
worldmetrics.org/best/credit-management-software
21 answers · 7 models
f6s.com/software/category/b2b-credit-risk-management
16 answers · 9 models
resolvepay.com/blog/best-credit-risk-management-platforms
15 answers · 10 models

04How 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.
ModelDirect“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 Cloud
Three alternativesBilltrust, Gaviti, Sidetrade
no first choiceChangedHighRadius Credit Cloud
Four alternativesEmagia, Esker, Onguard, Sidetrade
Credit Pulse
Two alternativesCGI Credit Studio, HighRadius Credit Cloud
no first choicenothing named
GPT-5.4 miniSAP Credit Management
One alternativeOracle Fusion Cloud Credit Management
against: SAP Commerce B2B Credit ManagementDun & Bradstreet's enterprise credit-risk stackChanged
One alternativeCreditsafe
no first choice
Three alternativesHighRadius Credit Cloud, Oracle Fusion Cloud Credit Management, SAP Credit Management
Bectran
Three alternativesBilltrust, Nuvo, SCREDIT
no first choicenothing named
Gemini 3.5 FlashHighRadius Credit Cloud
Four alternativesBectran, Billtrust, Esker, Serrala
HighRadius Credit CloudHeld
Three alternativesBectran, D&B Finance Analytics, Esker
HighRadius Credit Cloud
Five alternativesBectran, Credit Pulse, D&B Finance Analytics, Esker, Rex
Esker
Four alternativesGaviti, HighRadius Credit Cloud, Quadient AR, Sidetrade
no first choicenothing named
Perplexity SonarHighRadius Credit Cloud
Four alternativesBectran, Billtrust, Esker, Rex
HighRadius Credit CloudHeld
Three alternativesBilltrust, D&B Finance Analytics, Moody's
against: CreditsafeHighRadius Credit Cloud
Seven alternativesBilltrust, CGI Credit Studio, Creditsafe, D&B Finance Analytics, Esker, Quadient AR, Tesorio
HighRadius Credit Cloud
One alternativeEsker
against: Billtrustno first choiceagainst: CreditDevice, Payt, TKB
Grok 4.1 FastHighRadius Credit Cloud
Three alternativesBilltrust, Esker, Tesorio
against: Bectran, NuvoHighRadius Credit CloudHeld
Two alternativesDun & Bradstreet, Experian
HighRadius Credit Cloud
Six alternativesBilltrust, Creditsafe, D&B Finance Analytics Credit Intelligence, Esker, Nuvo, Tesorio
HighRadius Credit Cloud
One alternativeCredit Pulse
against: AccountsReceivable.ai, Billtrust, DebtAgent, Esker, Kolleno, MaxCredible/CreditDevice, Nuvo, Tesoriono first choiceagainst: HighRadius Credit Cloud
Mistral SmallHighRadius Credit Cloud
Five alternativesBectran, Billtrust, Bluecopa, Credit Pulse, Nuvo
Dun & Bradstreet, HighRadius Credit CloudChangedHighRadius Credit Cloud
Three alternativesBectran, Esker, Nuvo
HighRadius Credit Cloud
Three alternativesEsker, Sidetrade, Versapay
no first choiceagainst: SAP Credit Management
DeepSeek V4 FlashBectran, HighRadius Credit Cloud
Three alternativesCreditsafe, D&B Finance Analytics, Rex
HighRadius Credit CloudChanged
Two alternativesD&B Finance Analytics, Rex
HighRadius Credit Cloud
Five alternativesBilltrust, Esker, Experian PowerCurve, Tesorio, Wolters Kluwer OneSumX for Risk / Credit Risk
against: SAS Risk & Fraud / Credit ScoringHighRadius Credit Cloud
Two alternativesCredit Pulse, Esker
against: Chaser, Kolleno, Nuvono first choiceagainst: HighRadius Credit Cloud, Infor, Microsoft Dynamics, Oracle, SAP Credit Management
Llama 4 MaverickHighRadius Credit Cloud
Four alternativesCredit Pulse, Guideflow, Nuvo, Tesorio
HighRadius Credit CloudHeld
Four alternativesAtradius, Coface, Dun & Bradstreet, Experian
HighRadius Credit Cloud
Four alternativesBilltrust, Esker, Nuvo, Tesorio
HighRadius Credit CloudHighRadius Credit Cloudagainst: Esker, HighRadius Credit Cloud
Qwen 3.7 FlashHighRadius Credit Cloud
Four alternativesBilltrust, Creditsafe, Dun & Bradstreet, Tesorio
HighRadius Credit CloudHeld
Two alternativesMoody’s CreditLens, SAS Credit Risk Manager
HighRadius Credit Cloud
Three alternativesD&B Finance Analytics, EFILOS, Esker
Credit Pulse
One alternativeCreditDevice
against: Esker, HighRadius Credit Cloud, Serralano first choiceagainst: Excel
Kimi K2HighRadius Credit Cloud
Three alternativesBectran, Credit Pulse, Esker
HighRadius Credit CloudHeld
Three alternativesD&B ERAM, Oracle Fusion Cloud Credit Management, SAP Credit Management
HighRadius Credit Cloud
Seven alternativesBilltrust, Creditsafe, Esker, Nuvo, Oracle Fusion Cloud Credit Management, SAP Credit Management, Tesorio
Quadient AR
Two alternativesCGI Credit Studio, Gaviti
against: Billtrust, Esker, HighRadius Credit Cloud, KollenoHighRadius Credit Cloud
Four alternativesBectran, Creditsafe, D&B Finance Analytics, Esker
against: SAP Credit Management
GLM 4.7 FlashXHighRadius Credit Cloud
Four alternativesEsker, Gaviti, Serrala, Tesorio
HighRadius Credit CloudHeld
Two alternativesD&B Finance Analytics, Esker
HighRadius Credit Cloud
Five alternativesBilltrust, Creditsafe, D&B Finance Analytics, Esker, Nuvo
against: TesorioGaviti
Two alternativesChaser, HighRadius Credit Cloud
no first choicenothing named
MiniMax M2.5Billtrust, HighRadius Credit Cloud
Two alternativesEsker, Nuvo
HighRadius Credit CloudChanged
Two alternativesCredit Pulse, Resolve Pay
HighRadius Credit Cloud
Four alternativesBilltrust, Oracle Fusion Cloud Credit Management, SAP Credit Management, Tesorio
HighRadius Credit Cloud
Two alternativesCredit Pulse, SAP S/4HANA
against: Troveno first choiceagainst: SAP Credit Management
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:46yes99 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:28yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:17yes2362 s
Direct recommendationPerplexity Sonarsonar2026-09-17 18:49yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 21:01yes1813 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 20:01yes1110 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:54yes1516 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:53yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 20:16yes1435 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:34yes639 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:27yes43105 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:23yes927 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:02no04 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:18yes35 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:58yes1322 s
ParaphrasePerplexity Sonarsonar2026-09-17 19:35yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:26yes2415 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 18:49yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:48yes1815 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:51yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 21:07yes831 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:55yes1724 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:43yes1587 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:39yes529 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:04yes1513 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:23yes37 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:54yes1655 s
ComparativePerplexity Sonarsonar2026-09-17 20:53yes2012 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:51yes3219 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 19:10yes2515 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:16yes2228 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:25yes54 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:07yes939 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:17yes933 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:45yes32164 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:10yes1535 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:53yes1810 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:53yes46 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:19yes3029 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:40yes206 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 18:47yes3322 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:04yes159 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:08yes2458 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:37yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:15yes2884 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 18:39yes2352 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:34yes2792 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:53yes2246 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:46yes1915 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:41no010 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:42yes626 s
Scale constrainedPerplexity Sonarsonar2026-09-17 21:04yes2012 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:40yes1511 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 20:58no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:17yes2691 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:43yes57 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:57no041 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:21yes2343 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:35yes2756 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 19:05yes521 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:02yes178 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:53no07 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:24yes1125 s
Negative framingPerplexity Sonarsonar2026-09-17 18:20yes206 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:14yes3621 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 19:36yes119 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:02yes2846 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:27yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:27yes529 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:33yes2539 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:01yes1496 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:25yes2064 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
CreditPulse read as Credit Pulse
Creditpulse read as Credit Pulse
HighRadius read as HighRadius Credit Cloud
HighRadius (Credit Cloud) read as HighRadius Credit Cloud
Moody's Analytics read as Moody's
Quadient read as Quadient AR
Unresolved, counted raw
Abrigo
Baker Hill
CRIF
Coface
Cortera
Credit Pulse / EFILOS (SCREDIT)
CreditPoint
CreditPoint Software
D&B ERAM (Enterprise Risk Assessment Manager)
DebtAgent
Dun & Bradstreet's enterprise credit-risk stack
EFILOS (SCREDIT)
Experian PowerCurve
MaxCredible
MaxCredible/CreditDevice
Microsoft Dynamics Credit Management
Oracle Financial Services Analytical Applications (OFSAA)
Pega
Provenir
RapidRatings
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.

Also in receivables and billing

The other categories of this function, with the leader in each.
← Accounts receivable autoB2B payment acceptance →