Four of twelve models named FloQast first on the direct prompt; one named HighRadius. FloQast was named by twelve of the twelve models and HighRadius by eleven and FloQast carries 44 labels and HighRadius 23, so the shares are not directly comparable.
Named in ten categories this edition.
Named in nineteen 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 account reconciliation page.
Across every category in the September 2026 Edition, FloQast and HighRadius were named in the same answer sixty-five times, of the 328 answers naming FloQast and the 632 naming HighRadius. In those answers HighRadius took the first choice three times and FloQast nineteen.
| 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. Three of three in this category shown.
“only if you're a growing accounting team that can justify a custom-priced close/reconciliation platform; it does not publish simple per-user pricing” GPT-5.4 mini · budget prompt · soft negative
“The best bank reconciliation automation for a mid-sized B2B company would be FloQast, Vic.ai, or US Tech Automations. FloQast is best for mid-market finance teams coordinating a close checklist” Llama 4 Maverick · paraphrase prompt · first choice
“Choose FloQast if your primary pain point is team coordination, communication, and tracking who is doing what during the close.” Qwen 3.7 Flash · comparative prompt · first choice
No label in this category carried a quote.
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.