# B2B credit management: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "B2B credit management software" and as "customer credit risk tool", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/finance/receivables/b2b-credit-management/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/finance/receivables/b2b-credit-management/index.md

**Standing:** Tesorio leads with 16% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Tesorio](https://www.gane.ai/index/finance/vendors/tesorio/index.md) | 16% | 0% | 20 |
| 2 | [Gaviti](https://www.gane.ai/index/finance/vendors/gaviti/index.md) | 14% | 0% | 18 |
| 3 | [Chaser](https://www.gane.ai/index/finance/vendors/chaser/index.md) | 10% | 10% | 20 |
| 4 | [Nuvo](https://www.gane.ai/index/finance/vendors/nuvo/index.md) | 6% | 0% | 23 |
| 5 | [Creditsafe](https://www.gane.ai/index/finance/vendors/creditsafe/index.md) | 6% | 6% | 18 |
| 6 | [Bectran](https://www.gane.ai/index/finance/vendors/bectran/index.md) | 6% | 16% | 19 |
| 7 | [HighRadius Credit Cloud](https://www.gane.ai/index/finance/vendors/highradius-credit-cloud/index.md) | 6% | 39% | 31 |
| 8 | [Merclex](https://www.gane.ai/index/finance/vendors/merclex/index.md) | 4% | 0% | 10 |
| 10 | [Paidnice](https://www.gane.ai/index/finance/vendors/paidnice/index.md) | 2% | 0% | 12 |
| 11 | [Quadient AR](https://www.gane.ai/index/finance/vendors/quadient-ar/index.md) | 2% | 0% | 10 |
| 12 | [Experian Business Credit Reports](https://www.gane.ai/index/finance/vendors/experian-business-credit-reports/index.md) | 2% | 14% | 14 |
| 13 | [Esker](https://www.gane.ai/index/finance/vendors/esker/index.md) | 2% | 25% | 16 |

Rank is by share of first choices among all 78 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Gaviti; alternatives Chaser, Quadient AR
- GPT-5.4 mini: Quadient AR; alternatives Bectran, D&B Finance Analytics Credit Intelligence, Nuvo
- Gemini 3.5 Flash: Bectran; alternatives Esker, Quadient AR, Resolve Pay, Tesorio
- Perplexity Sonar: Tesorio; alternatives Gaviti, HighRadius Credit Cloud, Quadient AR
- Grok 4.20: Gaviti; alternatives Bectran, Billtrust, Nuvo, Tesorio
- Mistral Small: Gaviti; alternatives Billtrust, Quadient AR
- DeepSeek V4 Flash: Nuvo; alternatives Bectran, Creditsafe, Gaviti, Tesorio
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Gaviti; alternatives Billtrust, Credit Pulse
- Kimi K2: Gaviti, Tesorio; alternatives Billtrust, Nuvo, Quadient AR
- GLM 4.7 FlashX: Tesorio; alternatives Gaviti, Quadient AR
- MiniMax M2.5: Tesorio; alternatives Credit Pulse, Gaviti, Nuvo, Quadient AR

## Sources the answers cite

64 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- nuvo.com: 41 answers, 52 citations
- tesorio.com: 40 answers, 45 citations
- creditpulse.com: 38 answers, 46 citations
- chaserhq.com: 37 answers, 43 citations
- highradius.com: 34 answers, 68 citations
- guideflow.com: 28 answers, 28 citations
- rex.inc: 22 answers, 24 citations
- worldmetrics.org: 18 answers, 25 citations

Pages named in the most answers:

- https://tesorio.com/blog/the-5-best-credit-risk-management-software-platforms-for-b2b-finance-teams-in-2026 (40 answers)
- https://nuvo.com/resources/credit-management-software (40 answers)
- https://chaserhq.com/blog/best-credit-management-software (36 answers)
- https://creditpulse.com/blog/best-credit-management-software (36 answers)
- https://guideflow.com/blog/credit-management-software (28 answers)
- https://rex.inc/resources/comparisons/best-credit-management-software (22 answers)
- https://highradius.com/resources/Blog/top-credit-risk-management-tools (22 answers)
- https://merclex.com/blog/what-b2b-credit-risk-software-is-available-under-500-a-month (15 answers)
- https://worldmetrics.org/best/credit-management-software (15 answers)
- https://learn.g2.com/best-credit-and-collections-software (14 answers)

## Warned against

- HighRadius Credit Cloud: 12 of 31 labels negative. "Avoid enterprise suites like HighRadius or Esker if budget is the main constraint" (Perplexity Sonar, budget prompt)
- Esker: 4 of 16 labels negative. "Avoid enterprise-heavy tools like Oracle/Esker unless you're scaling fast; they add overhead." (Grok 4.20, direct prompt)
- Credit Sesame: 3 of 3 labels 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)
- Bectran: 3 of 19 labels negative. "Historically slower processing and weaker ERP integrations; modern users sometimes need IT involvement for advanced workflows." (GLM 4.7 FlashX, comparative prompt)

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/finance.