Lattice vs TalentGuard
Five of twelve models named Lattice first on the direct prompt; one named TalentGuard. Lattice was named by twelve of the twelve models and TalentGuard by eleven and Lattice carries 38 labels and TalentGuard 22, 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 succession planning page.
By framing
LatticeFirst choices, of twelve modelsTalentGuard
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 TalentGuard first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and TalentGuard on the right.The direct prompt
Lattice first, TalentGuard an alternative
5 of 12 modelsTalentGuard was named in the answer but not as the choice, or not at all.TalentGuard first, Lattice not the choice
1 of 12 modelsLattice was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 of 12 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
Lattice31%#1 of 13TalentGuard4%#6 of 13TalentGuard6%#4 of 11Lattice2%#– of 11What the models said about Lattice
No label in this category carried a quote.
What the models said about TalentGuard
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“come with high per-user fees and mandatory implementation or onboarding fees that can easily range from $5,000 to $10,000 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.