Lattice vs FeedbackPulse
Eight of fourteen models named Lattice first on the direct prompt; zero named FeedbackPulse. Lattice was named by fourteen of the fourteen models and FeedbackPulse by eleven and Lattice carries 57 labels and FeedbackPulse 18, so the shares are not directly comparable.
Named in fifteen 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 360 feedback page.
By framing
LatticeFirst choices, of fourteen modelsFeedbackPulse
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 4.20 | | | | | | |
| 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 | | | | |
Lattice FeedbackPulse first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and FeedbackPulse on the right.The direct prompt
Lattice first, FeedbackPulse not the choice
8 of 14 modelsFeedbackPulse was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.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
FeedbackPulse16%#2 of 14Lattice7%#5 of 14Lattice38%#1 of 18FeedbackPulse7%#5 of 18What the models said about Lattice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid enterprise tools like Lattice, 15Five, or Culture Amp—they often have high minimums” Grok 4.20 · budget prompt · hard negative
“A comprehensive people management platform with 360-degree feedback capabilities, strong integration options, and good scalability for mid-market companies.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Choose Lattice or Leapsome if you want an modern, all-in-one software suite that handles 1:1s, OKRs, continuous feedback, and 360 reviews in one place.” Gemini 3.5 Flash · comparative prompt · first choice
What the models said about FeedbackPulse
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Start with FeedbackPulse (free tier) if you have fewer than 10 employees.” GLM 4.7 FlashX · budget prompt · first choice
“Teamflect (if you use Microsoft Teams) or FeedbackPulse” Kimi K2 · budget prompt · first choice
“FeedbackPulse is the strongest overall choice” Perplexity Sonar · 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.