# Profit.co vs WorkBoard: which do AI models recommend for goals and okrs, October 2026

HR AI Recommendation Index, October 2026 Edition, Goals and OKRs. Zero of fourteen models named Profit.co first on the direct prompt; zero named WorkBoard. Page: https://hr-ai-index.com/performance/goals-and-okrs/profit-co-vs-workboard/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Profit.co | 7% | #5 of 14 | 9% | 34 | 13 of 14 |
| WorkBoard | 2% | #8 of 14 | 32% | 34 | 14 of 14 |

## The direct prompt, model by model

- Claude Haiku 4.5: neither first, one named (first choices: Mooncamp) (alternatives: Perdoo, Profit.co, Tability)
- GPT-5.4 mini: neither first, one named (first choices: Perdoo) (alternatives: Profit.co, WorkBoard)
- Gemini 3.5 Flash: neither first, one named (first choices: Tability) (alternatives: Lattice, Leapsome, Oboard, Perdoo, Profit.co)
- Grok 4.1 Fast: neither first, one named (first choices: Lattice) (alternatives: Mooncamp, Profit.co, Weekdone, WorkBoard)
- DeepSeek V4 Flash: neither first, one named (first choices: Perdoo) (alternatives: Microsoft Viva Goals, Mooncamp, Profit.co)
- Kimi K2: neither first, one named (first choices: Tability) (alternatives: Mooncamp, Perdoo, Profit.co)
- GLM 4.7 FlashX: neither first, one named (first choices: Tability) (alternatives: Mooncamp, Perdoo, Profit.co)
- MiniMax M2.5: neither first, one named (first choices: Tability) (alternatives: Lattice, Mooncamp, Perdoo, Profit.co)
- GPT-6 Luna: neither first, one named (first choices: Perdoo) (alternatives: Lattice, Profit.co, WorkBoard)
- Muse Glimmer 30B: neither first, one named (first choices: Mooncamp, Tability) (alternatives: HiBob, Perdoo, Profit.co)
- Perplexity Sonar: neither named (first choices: Tability) (alternatives: Mooncamp, Perdoo)
- Mistral Small: neither named (first choices: Perdoo, Tability) (alternatives: Lattice, Mooncamp)
- Llama 4 Maverick: neither named
- Qwen 3.7 Flash: neither named (first choices: Mooncamp, Perdoo)

## What the models said about Profit.co

- "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)

## What the models said about WorkBoard

- "Enterprise-heavy platforms (e.g., WorkBoard, Betterworks, Ally.io): Great for large orgs but criticized for: Quote-based/opaque pricing with high costs and minimums" (Grok 4.1 Fast, negative prompt, soft negative)
- ""Overpowered for small teams / No public pricing or free tier / No free trial"; "Our users found Workboard a little difficult to use and the interface a bit slow."" (Muse Glimmer 30B, negative prompt, soft negative)
- "They are "closed-gate" platforms... the administrative overhead required to configure and run these tools can quickly drown out the actual value" (Gemini 3.5 Flash, negative prompt, soft negative)
- "Workboard is considered the "gold standard" for enterprise complexity... If you are a large enterprise: Use Workboard." (Qwen 3.7 Flash, comparative prompt, first choice)
- "Top tools for your scale (from 2024-2026 reviews): WorkBoard (strong enterprise reporting)" (Grok 4.1 Fast, scale prompt, first choice)
- "WorkBoard is presented as a strong option for mid-market and enterprise organizations needing robust OKR operating cadence" (GPT-5.4 mini, paraphrase prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.