Five of fourteen models named Perdoo first on the direct prompt; zero named Profit.co. Perdoo was named by fourteen of the fourteen models and Profit.co by thirteen and Perdoo carries 44 labels and Profit.co 34, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 goals and okrs page.
Across every category in the October 2026 Edition, Perdoo and Profit.co were named in the same answer sixty-six times, of the 126 answers naming Perdoo and the 118 naming Profit.co. In those answers Profit.co took the first choice eight times and Perdoo twelve.
| 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. Four of five in this category shown.
“review summaries mention missing features, especially around exports/user management” GPT-5.4 mini · negative prompt · soft negative
“Perdoo – best free tier and SMB starter ... If you truly need zero spend, Perdoo’s 10-user free plan or OKR by BOJA’s no-user-limit free plan are the most commonly recommended starting points.” Muse Glimmer 30B · budget prompt · first choice
“Perdoo is the safest budget pick for most small companies because it combines a free tier with a clear path to paid growth.” Perplexity Sonar · budget prompt · first choice
“OKRs Tool or Perdoo offer the strongest combination of features, affordability, and scalability.” DeepSeek V4 Flash · budget 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.
“The platform feels slow, basic operations like bulk editing goals require too many clicks, the UI is cluttered” Claude Haiku 4.5 · negative prompt · soft negative
“Some reviewers note a slow, cluttered UI despite robust features.” Kimi K2 · negative prompt · soft negative
“UI can be cluttered and slower” DeepSeek V4 Flash · comparative prompt · soft negative
“Choose Profit.co if you want a dedicated OKR platform with no user limits on the free plan” Kimi K2 · budget prompt · first choice
“permanently free with unlimited OKRs and users, which makes it the strongest no-cost option” GPT-5.4 mini · budget prompt · first choice
“Best Overall (Free for up to 5 users): Profit.co ... Profit.co is the strongest option.” GLM 4.7 FlashX · budget 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.