# Lattice vs Betterworks: which do AI models recommend for goals and okrs, October 2026

HR AI Recommendation Index, October 2026 Edition, Goals and OKRs. One of fourteen models named Lattice first on the direct prompt; zero named Betterworks. Page: https://hr-ai-index.com/performance/goals-and-okrs/lattice-vs-betterworks/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Lattice | 13% | #3 of 14 | 13% | 38 | 14 of 14 |
| Betterworks | 2% | #7 of 14 | 23% | 26 | 13 of 14 |

## The direct prompt, model by model

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

## What the models said about Lattice

- "I wouldn’t choose Lattice on a tight budget just for OKRs: its pricing page lists an annual minimum agreement of $4,000." (GPT-6 Luna, budget prompt, hard negative)
- "Lattice (G2: 4.7/5 from 3,800+ reviews...) Balances OKRs with performance reviews... Great for scaling alignment in sales-driven B2B teams." (Grok 4.1 Fast, direct prompt, first choice)

## What the models said about Betterworks

- "Enterprise-heavy platforms (e.g., WorkBoard, Betterworks, Ally.io): Great for large orgs but criticized for ... Complexity: Mandatory fields overload, feature bloat" (Grok 4.1 Fast, negative prompt, soft negative)
- "Tools like Lattice, Leapsome, Betterworks... often fall short when strategy or operations teams need a leadership cockpit." (MiniMax M2.5, negative prompt, soft negative)
- "Tability and Betterworks are the top choices" (Mistral Small, paraphrase prompt, first choice)

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.