Three of fourteen models named Lattice first on the direct prompt; zero named PerformYard. Lattice was named by thirteen of the fourteen models and PerformYard by seven and Lattice carries 36 labels and PerformYard 13, so the shares are not directly comparable.
Named in nineteen categories this edition.
Named in three 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 succession planning page.
Across every category in the October 2026 Edition, Lattice and PerformYard were named in the same answer 102 times, of the 712 answers naming Lattice and the 151 naming PerformYard. In those answers PerformYard took the first choice twelve times and Lattice twenty-nine.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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. One of one in this category shown.
“Lattice - A people management platform... best for mid-market and enterprise HR teams managing performance, goals, engagement, and compensation in one place.” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“If you want the best visual tool for performance-based succession: Go with PerformYard ($5/user/month).” Gemini 3.5 Flash · budget prompt · first choice
“PerformYard and Empxtrack offer the lowest per-user pricing” Claude Haiku 4.5 · budget prompt · first choice
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.