Zero of twelve models named Boardable first on the direct prompt; one named Datarails. Boardable was named by twelve of the twelve models and Datarails by nine and Boardable carries 25 labels and Datarails 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 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 board and investor reporting 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 4.1 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. Four of five in this category shown.
“Limited governance depth; fewer advanced features; overkill for larger or complex boards” GLM 4.7 FlashX · direct prompt · soft negative
“If you need a simple, affordable solution for a small board and are comfortable with manual setup: Boardable (Core) or Google Workspace.” GLM 4.7 FlashX · budget prompt · first choice
“For the most affordable and straightforward solution, Boardable is likely the best choice if your needs are basic.” Mistral Small · budget prompt · first choice
“Boardable if you have a very small board (under 10 members) and want the lowest per-user cost” Kimi K2 · budget 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.