Lattice vs Culture Amp
Twelve of twelve models named Lattice first on the direct prompt; zero named Culture Amp. Lattice was named by twelve of the twelve models and Culture Amp by eleven and Lattice carries 51 labels and Culture Amp 21, so the shares are not directly comparable.
Named in nineteen categories this edition.
Named in ten 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 performance management page.
By framing
LatticeFirst choices, of twelve modelsCulture Amp
Across every category in the September 2026 Edition, Lattice and Culture Amp were named in the same answer 256 times, of the 672 answers naming Lattice and the 356 naming Culture Amp. In those answers Culture Amp took the first choice forty-four times and Lattice thirty-nine.
Every model, every framing
| 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 | | | |
Lattice Culture Amp first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and Culture Amp on the right.The direct prompt
Lattice first, Culture Amp an alternative
12 of 12 modelsCulture Amp was named in the answer but not as the choice, or not at all.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.
By buyer segment
Lattice17%#2 of 10Culture Amp2%#– of 10Lattice41%#1 of 14Culture Amp2%#8 of 14What the models said about Lattice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Watch Out For: Minimum seat requirements (e.g., Lattice requires $4,000/year minimum)” Kimi K2 · budget prompt · hard negative
“Steep learning curve - frequently cited as confusing for initial tasks ... Expensive - minimum $4,000 annual agreement” Kimi K2 · negative prompt · soft negative
“Choose Lattice if you are a fast-growing company (Seed to Series C/D) that wants to manage reviews, promotions, and salary adjustments in one easy-to-use place.” Qwen 3.7 Flash · comparative prompt · first choice
“Lattice: Best Overall for Balanced Performance & Goal Alignment... widely considered the gold-standard platform for mid-market, tech-forward B2B companies” Gemini 3.5 Flash · direct prompt · first choice
What the models said about Culture Amp
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Some users find its reporting and integration capabilities less robust compared to dedicated performance management systems.” Mistral Small · negative prompt · soft 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.