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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Mooncamp | 7% | #6 of 14 | 4% | 26 | 12 of 14 |
| WorkBoard | 2% | #8 of 14 | 32% | 34 | 14 of 14 |

## The direct prompt, model by model

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

## What the models said about Mooncamp

- "Mooncamp — only 2 reviews on Gartner" (DeepSeek V4 Flash, negative prompt, soft negative)
- "Mooncamp is an OKR and strategy execution platform built for mid-market and enterprise organizations" (Claude Haiku 4.5, direct prompt, first choice)
- "Mooncamp is the most frequently recommended mid-market/enterprise specialist" (Muse Glimmer 30B, direct prompt, first choice)
- "Mooncamp and Perdoo are currently considered the top choices" (Qwen 3.7 Flash, direct 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.