HR AI assistants · October 2026 Edition
Workativ Assistant vs Lattice
One of fourteen models named Workativ Assistant first on the direct prompt; three named Lattice. Workativ Assistant was named by nine of the fourteen models and Lattice by ten and Workativ Assistant carries 17 labels and Lattice 15, so the shares are not directly comparable.
Named in one category this edition.
Named in nineteen categories this edition.
First-choice share8%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 11; printed, not drawn.
Labels1715A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Workativ Assistant 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 Workativ Assistant · MeBeBot vs Lattice · Leena AI vs Workativ Assistant
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.
Workativ AssistantFirst choices, of fourteen modelsLattice
Direct13
Paraphrase20
Comparative10
Budget-constrained10
Scale-constrained00
Negative002 against Workativ Assistant
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 Workativ Assistant and Lattice 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 | | | |
Workativ Assistant Lattice first choice named as an alternative argued againstblank: not namedEach cell is one answer, Workativ Assistant on the left and Lattice on the right.The direct prompt
The plain question, one answer per model, grouped by where Workativ Assistant and Lattice stood in it.
Workativ Assistant first, Lattice an alternative
1 of 14 modelsLattice was named in the answer but not as the choice, or not at all.MiniMax M2.5Workativ Assistant alternatives: ChatGPT Lab, HiBob, Lattice, Leena AI
Lattice first, Workativ Assistant not the choice
3 of 14 modelsWorkativ Assistant 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
5 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
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
Workativ Assistant leads by six points.
Workativ Assistant6%#– of 11Lattice0%#– of 11Mid-marketThe figures above
Workativ Assistant leads by two points.
Workativ Assistant8%#5 of 11Lattice6%#7 of 11Enterprise
Level: the same share of first choices.
Workativ Assistant0%#– of 7Lattice0%#– of 7What the models said about Workativ Assistant
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Some of the assistants to avoid include Leena AI and Workativ” Llama 4 Maverick · negative prompt · hard negative
“tools such as Leena AI or Workativ for the specific enterprise need discussed in the source” Perplexity Sonar · negative prompt · soft negative
“Best For: End-to-end workflow automation and "AI Co-Workers." ... It doesn't just give advice; it can trigger workflows across multiple systems” Qwen 3.7 Flash · comparative prompt · first choice
“I'd recommend Workativ as the strongest overall choice for an HR chatbot handling employee questions” Perplexity Sonar · paraphrase prompt · first choice
“Workativ if you want quick deployment and no-code simplicity with strong workflow automation” MiniMax M2.5 · paraphrase prompt · first choice
What the models said about Lattice
No label in this category carried a quote.
Also compared
MeBeBot vs Workativ AssistantMeBeBot vs LatticeLeena AI vs Workativ AssistantLeena AI vs LatticeRippling vs Workativ AssistantRippling vs LatticeHiBob vs Workativ AssistantHiBob vs LatticeWorkativ Assistant vs ChatGPTWorkativ Assistant vs ClaudeChatGPT vs LatticeLattice 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.