Seven of twelve models named Trovata first on the direct prompt; three named GTreasury. Trovata was named by eleven of the twelve models and GTreasury by twelve and Trovata carries 23 labels and GTreasury 29, so the shares are not directly comparable.
Named in two categories this edition.
Named in three categories this edition.
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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the treasury management systems page.
Across every category in the September 2026 Edition, Trovata and GTreasury were named in the same answer fifty-nine times, of the 88 answers naming Trovata and the 118 naming GTreasury. In those answers GTreasury took the first choice eight times and Trovata seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Reviews for some niche TMSs (e.g., Trovata) specifically mention "bank connectivity issues not experienced with other TMS tools"” GLM 4.7 FlashX · negative prompt · soft negative
“Bank connectivity gaps compared to established players; forecast stream lags; limited advanced treasury risk depth” Kimi K2 · negative prompt · soft negative
“For a typical mid-market B2B company looking for modern cash visibility and forecasting with minimal IT overhead, Trovata is the most popular choice today.” Kimi K2 · direct prompt · first choice
“Trovata: Excellent for rapid, API-first cash visibility, multi-bank aggregation, and AI-driven forecasting. Highly user-friendly and quick to set up.” Gemini 3.5 Flash · scale prompt · first choice
“Trovata is widely regarded as the top choice for its balance of modern features, transparency, and ease of use.” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Avoid: Big-name enterprise platforms (Kyriba, GTreasury, FIS Integrity)” DeepSeek V4 Flash · budget prompt · hard negative
“not a full enterprise TMS like Kyriba or GTreasury ... can be costly to implement and run” Perplexity Sonar · budget prompt · soft negative
“Enterprise treasury management systems like Kyriba, SAP, and GTreasury are priced by quote” Claude Haiku 4.5 · budget prompt · soft negative
“GTreasury and Trovata are frequently cited as top choices due to their balance of functionality, ease of use, and scalability.” Mistral Small · direct prompt · first choice
“1. GTreasury: A cloud-native treasury and risk management platform that serves mid-market and upper mid-market organizations.” Llama 4 Maverick · direct prompt · first choice
“GTreasury offers the best balance of full scope and lower TCO for mid-market” DeepSeek V4 Flash · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.