HiBob vs Lattice
Two of twelve models named HiBob first on the direct prompt; zero named Lattice. HiBob was named by twelve of the twelve models and Lattice by eleven and both carry 22 labels, so the shares below are directly comparable.
Named in sixteen 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 people analytics page.
By framing
HiBobFirst 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 | | | |
HiBob Lattice first choice named as an alternative argued againstblank: not namedEach cell is one answer, HiBob on the left and Lattice on the right.The direct prompt
HiBob first, Lattice not the choice
2 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
5 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
HiBob15%#1 of 12Lattice4%#6 of 12What the models said about HiBob
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“HiBob is designed for fast-growing mid-market companies (typically 50–2,000 employees) that want an all-in-one HRIS with embedded people analytics” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Lattice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Best Dedicated People Analytics Platform ... Lattice is widely considered one of the most accessible people ops platforms for growing companies.” Qwen 3.7 Flash · 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.