Zero of fourteen models named DOKKA Close first on the direct prompt; zero named Planful. DOKKA Close was named by ten of the fourteen models and Planful by eight and DOKKA Close carries 15 labels and Planful 12, so the shares are not directly comparable.
Named in one category this edition.
Named in ten 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 financial close management page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Three of four in this category shown.
“DOKKA and FloQast are highly recommended for small businesses needing dedicated financial close management” Mistral Small · budget prompt · first choice
“Choose DOKKA if you want a modern, dedicated app for small teams.” Qwen 3.7 Flash · budget prompt · first choice
“built specifically for 2–10 person finance teams at mid-market companies that need enterprise-grade close automation without enterprise pricing” Claude Haiku 4.5 · direct prompt · alternative
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.