# Tesorio vs Trovata: which do AI models recommend for cash flow forecasting, October 2026

Finance AI Recommendation Index, October 2026 Edition, Cash flow forecasting. Three of fourteen models named Tesorio first on the direct prompt; zero named Trovata. Page: https://finance-ai-index.com/treasury/cash-flow-forecasting/tesorio-vs-trovata/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Tesorio | 6% | #5 of 15 | 0% | 20 | 11 of 14 |
| Trovata | 4% | #7 of 15 | 0% | 14 | 7 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: tesorio first (first choices: Tesorio) (alternatives: Agicap, Centime, Cube, Nilus, Trovata)
- DeepSeek V4 Flash: tesorio first (first choices: Tesorio) (alternatives: Agicap, Chaser, Float, Vena)
- Muse Glimmer 30B: tesorio first (first choices: Tesorio, Upflow) (alternatives: Abacum, Float, Planful)
- Claude Haiku 4.5: neither first, one named (first choices: Upflow) (alternatives: Abacum, Chaser, Cube, Tesorio)
- Mistral Small: neither first, one named (first choices: Chaser, Cube) (alternatives: Prophix One, Tesorio)
- Qwen 3.7 Flash: neither first, one named (first choices: Agicap) (alternatives: Chaser, Cube, Tesorio)
- GPT-6 Luna: neither first, one named (first choices: Centime) (alternatives: Cube, Jirav, Planful, Tesorio)
- GPT-5.4 mini: neither named (first choices: Agicap) (alternatives: Datarails, Kyriba, Vena)
- Perplexity Sonar: neither named (first choices: Agicap) (alternatives: Chaser, Cube, Upflow)
- Grok 4.1 Fast: neither named (first choices: Chaser) (alternatives: Drivetrain, Float, Jirav)
- Llama 4 Maverick: neither named (first choices: Cube)
- Kimi K2: neither named (first choices: Chaser) (alternatives: Abacum, Cube, Fathom, Upflow)
- GLM 4.7 FlashX: neither named (first choices: Cube) (alternatives: Abacum, HighRadius)
- MiniMax M2.5: neither named (first choices: Upflow) (alternatives: Chaser, Drivetrain, Vena)

## What the models said about Tesorio

- "Tesorio is consistently positioned as the AR-native cash forecasting platform for B2B SaaS and mid-market finance teams." (Muse Glimmer 30B, direct prompt, first choice)
- "Best for: B2B SaaS and services companies ($20M to $1B ARR) where customer collections dictate liquidity." (Gemini 3.5 Flash, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.