Eleven of fourteen models named Trovata first on the direct prompt; one named Kyriba. Both were named by all fourteen models and Trovata carries 41 labels and Kyriba 53, 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 fourteen 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 October 2026 Edition, Trovata and Kyriba were named in the same answer 106 times, of the 120 answers naming Trovata and the 259 naming Kyriba. In those answers Kyriba took the first choice twenty-seven times and Trovata thirty.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Six of eight in this category shown.
“"Reporting depth and advanced treasury breadth can feel limited versus large enterprise incumbents." ... still maturing compared to legacy enterprise platforms.” Muse Glimmer 30B · negative prompt · soft negative
“A more full-featured platform can be a much bigger expense: Trovata, for example, lists a base package at $24,000/year” GPT-6 Luna · budget prompt · soft negative
“reviewers mention "bank connectivity issues" not seen in larger systems, and "reporting depth can feel limited."” DeepSeek V4 Flash · negative prompt · soft negative
“Mid-market teams that mainly need real-time multi-bank cash visibility and forecasting often get better value and faster deployment from an API-first platform like Trovata.” Claude Haiku 4.5 · direct prompt · first choice
“For most mid-market B2B companies, Trovata offers the best combination of modern technology, reasonable pricing, and speed to implementation.” DeepSeek V4 Flash · direct prompt · first choice
“Trovata: Highly regarded for its API-first approach. It is exceptionally fast to set up, offers excellent multibank cash visibility” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“traditional enterprise Treasury Management Systems (TMS) like Kyriba, FIS Integrity, or ION Treasury are generally out of reach” Gemini 3.5 Flash · budget prompt · hard negative
“Avoid enterprise-heavy tools like Kyriba if implementation complexity and cost are major concerns.” Perplexity Sonar · budget prompt · hard negative
“Avoid enterprise solutions like Kyriba, SAP, or GTreasury if you're on a limited budget” Kimi K2 · budget prompt · hard negative
“Best all-around treasury platform for real-time cash visibility, payments control and liquidity management at scale.” Muse Glimmer 30B · comparative prompt · first choice
“Choose Kyriba if you want the most emphasis on real-time liquidity, payments, connectivity, and analytics.” GPT-5.4 mini · comparative prompt · first choice
“Kyriba is widely regarded as one of the leading treasury management systems for large, global organizations” Claude Haiku 4.5 · comparative 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.