Ten of twelve models named Lattice first on the direct prompt; zero named Effy AI. Lattice was named by twelve of the twelve models and Effy AI by nine and Lattice carries 45 labels and Effy AI 12, 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 twelve 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 360 feedback page.
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.
“Lattice carries a $4,000 annual minimum ... Avoid these if your budget is tight.” DeepSeek V4 Flash · budget prompt · hard negative
“Best For: Comprehensive performance management combined with 360s.... Lattice ensures the feedback actually impacts future goal-setting.” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Per-seat pricing surprises — many tools (Effy AI, Primalogik, PerformYard, 15Five, Lattice) charge for every employee” DeepSeek V4 Flash · negative prompt · soft negative
“Effy AI offers one of the most accessible entry points into 360-degree feedback, with a free plan that includes basic multi-rater review functionality” Claude Haiku 4.5 · budget prompt · first choice
“If you need 360 feedback for your entire company at the lowest cost → Effy AI or Small Improvements” Kimi K2 · budget prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.