Twelve of fourteen models named Lattice first on the direct prompt; five named 15Five. Both were named by all fourteen models and Lattice carries 59 labels and 15Five 57, so the shares are not directly comparable.
Named in fifteen categories this edition.
Named in nine 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 performance management page.
Across every category in the November 2026 Edition, Lattice and 15Five were named in the same answer 319 times, of the 711 answers naming Lattice and the 406 naming 15Five. In those answers 15Five took the first choice eighteen times and Lattice seventy-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 4.20 | ||||||
| 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. Two of two in this category shown.
“Avoid overkill tools like Lattice (excellent but often $8+/user)” Grok 4.20 · budget prompt · hard negative
“Choose Lattice if your B2B company wants a comprehensive "system of record" for performance tied to talent reviews, compensation, and people analytics.” Grok 4.20 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“you should approach with caution or avoid due to notable drawbacks... overwhelmed by excessive notifications, a steep learning curve, and limited customization options” Mistral Small · negative prompt · hard negative
“Interface described as “the most shit interface in the world,” adds unnecessary scoring hoops” GLM 4.7 FlashX · negative prompt · hard negative
“It's often rated highest overall for mid-market and excels in fostering engagement in dynamic B2B environments.” Grok 4.20 · direct prompt · first choice
“If you want the highest rated mid-market performance review product overall, 15Five is the current leader.” Muse Glimmer 30B · paraphrase prompt · first choice
“1. 15Five (Score: 9.2/10) - Best for companies prioritizing manager-led coaching culture” MiniMax M2.5 · direct 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.