ChatGPT vs Lattice
Zero of twelve models named ChatGPT first on the direct prompt; three named Lattice. ChatGPT was named by eight of the twelve models and Lattice by nine and ChatGPT carries 11 labels and Lattice 18, so the shares are not directly comparable.
Named in seven categories this edition.
Named in nineteen 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 HR AI assistants page.
By framing
ChatGPTFirst choices, of twelve modelsLattice
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 | | | |
ChatGPT Lattice first choice named as an alternative argued againstblank: not namedEach cell is one answer, ChatGPT on the left and Lattice on the right.The direct prompt
Lattice first, ChatGPT not the choice
3 of 12 modelsChatGPT was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
6 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 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
ChatGPT0%#– of 6Lattice0%#– of 6What the models said about ChatGPT
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“OpenAI, ChatGPT, or similar consumer tools used by HR without proper governance - Why to avoid: Lack of confidentiality, privacy, accuracy, and accountability safeguards” GLM 4.7 FlashX · negative prompt · hard negative
“the best AI assistant for an HR team is usually ChatGPT or Claude for drafting and internal support tasks” Perplexity Sonar · budget prompt · first choice
“A general-purpose writing assistant (ChatGPT or Claude) — The cheapest and most flexible option.” DeepSeek V4 Flash · budget prompt · first choice
“My top pick for most limited budgets: Start with ChatGPT (free) for content creation” Kimi K2 · budget prompt · first choice
What the models said about Lattice
No label in this category carried a quote.
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.