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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Lattice | 11% | #2 of 17 | 7% | 29 | 11 of 12 |
| Profit.co | 7% | #6 of 17 | 15% | 33 | 11 of 12 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Perdoo) (alternatives: Asana, Lattice, Leapsome, WorkBoard)
- Gemini 3.5 Flash: neither first, one named (first choices: Tability) (alternatives: 15Five, Lattice, Leapsome, Mooncamp, Perdoo, Profit.co, Synergita, Teamflect)
- Perplexity Sonar: neither first, one named (first choices: Tability) (alternatives: Lattice, Mooncamp, Perdoo, Quantive)
- Grok 4.1 Fast: neither first, one named (first choices: Tability) (alternatives: Mooncamp, Perdoo, Profit.co)
- DeepSeek V4 Flash: neither first, one named (first choices: Tability) (alternatives: Mooncamp, Perdoo, Profit.co)
- Kimi K2: neither first, one named (first choices: Mooncamp, Tability) (alternatives: Perdoo, Profit.co)
- Claude Haiku 4.5: neither named (first choices: Mooncamp) (alternatives: Leapsome, Tability)
- Mistral Small: neither named (first choices: Mooncamp, Tability) (alternatives: FlowyTeam, Perdoo)
- Llama 4 Maverick: neither named (first choices: Tability) (alternatives: FlowyTeam, Mooncamp, Perdoo)
- Qwen 3.7 Flash: neither named (first choices: Mooncamp, Tability) (alternatives: Perdoo, WorkBoard)
- GLM 4.7 FlashX: neither named (first choices: Tability) (alternatives: Mooncamp, Perdoo)
- MiniMax M2.5: neither named (first choices: Mooncamp) (alternatives: Perdoo, Tability)

## What the models said about Profit.co

- "Avoid Profit.co (overwhelming complexity)" (DeepSeek V4 Flash, negative prompt, hard negative)
- "it has a steep learning curve because every key result must first be mapped to a defined KPI system" (Gemini 3.5 Flash, comparative prompt, soft negative)
- "The user interface has a steeper learning curve and can feel complex for beginners." (Gemini 3.5 Flash, budget prompt, soft negative)
- "Profit.co's free plan stands out as the most comprehensive free option that doesn't sacrifice essential features." (Claude Haiku 4.5, budget prompt, first choice)
- "1. Profit.co - *Best overall free plan*
- Permanently free plan with unlimited OKRs and unlimited users" (GLM 4.7 FlashX, budget prompt, first choice)
- "my top pick is Profit.co because it offers a permanently free plan with broad OKR functionality" (GPT-5.4 mini, budget prompt, first choice)

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. 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.