Lattice vs Culture Amp
Ten of twelve models named Lattice first on the direct prompt; two named Culture Amp. Both were named by all twelve models and Lattice carries 45 labels and Culture Amp 41, 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 360 feedback 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
10 of 12 modelsCulture Amp was named in the answer but not as the choice, or not at all.Culture Amp first, Lattice an alternative
2 of 12 modelsLattice 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
Lattice2%#11 of 13Culture Amp0%#13 of 13Lattice40%#1 of 15Culture Amp8%#4 of 15Culture Amp33%#1 of 8Lattice6%#3 of 8What the models said about Lattice
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
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.
“platforms (like Lattice or Culture Amp) require expensive annual minimum contracts that cost thousands of dollars upfront” Gemini 3.5 Flash · budget 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.