Seven of fourteen models named Tability first on the direct prompt; zero named Lattice. Tability was named by thirteen of the fourteen models and Lattice by fourteen and Tability carries 44 labels and Lattice 43, so the shares are not directly comparable.
Named in one category this edition.
Named in fifteen 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“Overwhelming UI for new users” DeepSeek V4 Flash · negative prompt · soft negative
“Tability: AI goal drafting, automated check-ins, Slack nudges, AI-suggested progress ... AI needs: Tability leads in AI-assisted workflow” MiniMax M2.5 · comparative prompt · first choice
“Consistently ranked as a top overall and enterprise solution, Tability is praised for its structured approach, strong benchmark scores” Mistral Small · comparative prompt · first choice
“Tability ranks first among tested platforms, as it's the only platform where dashboards, governance and AI didn't need assembling.” Claude Haiku 4.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Avoid enterprise tools: Skip pricier ones like Lattice, 15Five, or Quantive” Grok 4.20 · budget prompt · hard negative
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.