HR AI assistants · October 2026 Edition
Lattice vs Claude
Three of fourteen models named Lattice first on the direct prompt; zero named Claude. Lattice was named by ten of the fourteen models and Claude by six and Lattice carries 15 labels and Claude 10, so the shares are not directly comparable.
Named in nineteen categories this edition.
Named in two categories this edition.
First-choice share6%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%50%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 11; printed, not drawn.
Labels1510A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Lattice reading right to left. Rank and label count are printed, not drawn.HiBob was named alongside these two in ten of the fourteen direct answers. MeBeBot vs Lattice · MeBeBot vs Claude · Leena AI vs Lattice
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 HR AI assistants page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
LatticeFirst choices, of fourteen modelsClaude
Direct30
Paraphrase00
Comparative001 against Claude
Budget-constrained03
Scale-constrained00
Negative004 against Claude
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Lattice and Claude stood in it.
| 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 | | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | | | |
Lattice Claude first choice named as an alternative argued againstblank: not namedEach cell is one answer, Lattice on the left and Claude on the right.The direct prompt
The plain question, one answer per model, grouped by where Lattice and Claude stood in it.
Lattice first, Claude not the choice
3 of 14 modelsClaude was named in the answer but not as the choice, or not at all.Mistral SmallHiBob, Lattice alternatives: Darwinbox, HR Konnect, Paycor, Rework
Llama 4 MaverickLattice alternatives: Darwinbox, HiBob, Paycor, Rework
Muse Glimmer 30BHiBob, Lattice alternatives: BambooHR AI Assistant, Wonderchat Workspace
Neither was the first choice, one was named
6 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Leena AI alternatives: Ask BambooHR, HiBob, Lattice
Grok 4.1 FastRippling alternatives: Ask BambooHR, Gusto, Lattice
DeepSeek V4 FlashRippling alternatives: Ask BambooHR, Deel HR, HiBob, Lattice
Kimi K2HiBob alternatives: Ask BambooHR, Lattice, Leena AI
GLM 4.7 FlashXHumand alternatives: Alignify, Ask BambooHR, Gusto, HiBob, Kriatix, Lattice, Workhuman
MiniMax M2.5Workativ Assistant alternatives: ChatGPT Lab, HiBob, Lattice, Leena AI
Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniMoveworks, Workday HR Service Agent alternatives: MeBeBot, UKG Bryte / assistive AI
Gemini 3.5 FlashLeena AI alternatives: Rippling, Sana, Workable
Perplexity SonarHiBob, Leena AI alternatives: Rippling
Qwen 3.7 FlashRippling alternatives: HiBob, Paradox, Wonderchat
GPT-6 LunaRippling alternatives: ADP Assist, Harmony, Lattice HR Help Desk
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mid-marketThe figures above
Level: the same share of first choices.
Lattice6%#7 of 11Claude6%#8 of 11Enterprise
Level: the same share of first choices.
Lattice0%#– of 7Claude0%#– of 7What the models said about Lattice
No label in this category carried a quote.
What the models said about Claude
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Do not use generic generative AI assistants (like a basic ChatGPT, Claude, or custom GPTs) to explain company policy” Gemini 3.5 Flash · negative prompt · hard negative
“such as the free versions of ChatGPT, Gemini, or Claude, because they are not designed as enterprise HR systems” Perplexity Sonar · negative prompt · hard negative
“the free version of ChatGPT, Gemini, or Claude should be avoided for HR-sensitive tasks” Llama 4 Maverick · negative prompt · hard negative
“the best AI assistant for an HR team is usually a general-purpose AI tool like ChatGPT or Claude” Perplexity Sonar · budget prompt · first choice
“the best starting point is a general-purpose AI like ChatGPT (free tier), Claude, or Google Gemini” Grok 4.1 Fast · budget prompt · first choice
“Start with a $25/month subscription to ChatGPT Team/Plus or Claude Pro.” Qwen 3.7 Flash · budget prompt · first choice
Also compared
MeBeBot vs LatticeMeBeBot vs ClaudeLeena AI vs LatticeLeena AI vs ClaudeRippling vs LatticeRippling vs ClaudeHiBob vs LatticeHiBob vs ClaudeWorkativ Assistant vs LatticeWorkativ Assistant vs ClaudeChatGPT vs LatticeChatGPT vs ClaudeAll twenty-eight head-to-head pages and the full HR AI assistants standing
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.