FloQast vs DOKKA Close
Twelve of fourteen models named FloQast first on the direct prompt; zero named DOKKA Close. FloQast was named by fourteen of the fourteen models and DOKKA Close by ten and FloQast carries 69 labels and DOKKA Close 15, so the shares are not directly comparable.
Named in seven categories this edition.
Named in one category 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.
By framing
FloQastFirst choices, of fourteen modelsDOKKA Close
Every model, every framing
| 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 | | | | | |
FloQast DOKKA Close first choice named as an alternative argued againstblank: not namedEach cell is one answer, FloQast on the left and DOKKA Close on the right.The direct prompt
FloQast first, DOKKA Close an alternative
12 of 14 modelsDOKKA Close was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
FloQast28%#1 of 12DOKKA Close5%#6 of 12FloQast53%#1 of 14DOKKA Close3%#4 of 14FloQast8%#2 of 12DOKKA Close—not namedWhat the models said about FloQast
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Mid-Market Tools (Avoid for Large Enterprises) Tools like FloQast ($30k-$80k/year) are designed for mid-market companies and often lack the scalability” Muse Glimmer 30B · negative prompt · hard negative
“Avoid FloQast and premium options like BlackLine or CCH Tagetik” DeepSeek V4 Flash · budget prompt · hard negative
“avoid enterprise-focused tools like BlackLine, FloQast, or Workiva” Grok 4.20 · budget prompt · hard negative
“Currently the market leader. Extremely high usability, great ecosystem, highly scalable. (Often the default choice for companies growing past 200 employees).” Qwen 3.7 Flash · scale prompt · first choice
What the models said about DOKKA Close
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
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.