HR AI assistants · November 2026 Edition
Rippling vs Workativ Assistant
One of fourteen models named Rippling first on the direct prompt; one named Workativ Assistant. Rippling was named by twelve of the fourteen models and Workativ Assistant by eleven and Rippling carries 21 labels and Workativ Assistant 19, so the shares are not directly comparable.
Named in thirty-three categories this edition.
Named in one category this edition.
First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 14; printed, not drawn.
Labels2119A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Rippling reading right to left. Rank and label count are printed, not drawn.Leena AI was named alongside these two in thirteen of the fourteen direct answers. MeBeBot vs Rippling · MeBeBot vs Workativ Assistant · Leena AI vs Rippling
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.
RipplingFirst choices, of fourteen modelsWorkativ Assistant
Direct11
Paraphrase00
Comparative00
Budget-constrained001 against Rippling
Scale-constrained00
Negative00
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 Rippling and Workativ Assistant 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 4.20 | | | ||||
| 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 | | | |
Rippling Workativ Assistant first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and Workativ Assistant on the right.The direct prompt
The plain question, one answer per model, grouped by where Rippling and Workativ Assistant stood in it.
Rippling first, Workativ Assistant not the choice
1 of 14 modelsWorkativ Assistant was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashRippling alternatives: HiBob, Leena AI, MeBeBot
Workativ Assistant first, Rippling an alternative
1 of 14 modelsRippling was named in the answer but not as the choice, or not at all.GPT-6 LunaWorkativ Assistant alternatives: MeBeBot, Moveworks, Rippling
Neither was the first choice, one was named
10 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniLeena AI, Zendesk Employee Service Suite alternatives: HiBob, Rippling
Gemini 3.5 FlashHiBob alternatives: Ask BambooHR, Lattice, Leena AI, Metaview, Moveworks, Paradox, Rippling, Workativ Assistant
Perplexity SonarLeena AI alternatives: Ask BambooHR, Harmony, Lattice, Rippling, Workativ Assistant
Grok 4.20HiBob alternatives: Leena AI, Microsoft Copilot, Moveworks, Workativ Assistant
Mistral SmallMeBeBot alternatives: Harmony, HiBob, Leena AI, Rippling, eesel AI
Llama 4 MaverickMeBeBot alternatives: Atomicwork, Harmony, HiBob's Bob, Leena AI, Rippling, Wisq Harper
Qwen 3.7 FlashHiBob alternatives: Harmony, Leena AI, Rippling, eesel AI
GLM 4.7 FlashXHiBob, Wisq Harper alternatives: Leena AI, MeBeBot, Rippling
MiniMax M2.5HiBob, MeBeBot alternatives: Leena AI, Rippling, Workativ Assistant
Muse Glimmer 30BHiBob, MeBeBot alternatives: Atomicwork, Harmony, Leena AI, Paradox, Rippling, Workday Illuminate
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Leena AI alternatives: ChatGPT, HiBob, Lattice, Workable
Kimi K2HiBob alternatives: BambooHR with Bamboo AI, Leena AI, Paradox
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
Rippling leads by twelve points.
Rippling15%#2 of 12Workativ Assistant3%#7 of 12Mid-marketThe figures above
Level: the same share of first choices.
Rippling2%#7 of 14Workativ Assistant2%#8 of 14Enterprise
The order flips: Workativ Assistant leads at enterprise.
Workativ Assistant2%#6 of 7Rippling0%#– of 7What the models said about Rippling
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Avoid enterprise options like Rippling, Workday, Lattice, Paradox (Olivia), Eightfold, or Culture Amp unless scaling up” Grok 4.20 · budget prompt · hard negative
What the models said about Workativ Assistant
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“My default pick to pilot is Workativ” GPT-6 Luna · direct prompt · first choice
“Workativ – Rank 1 ... Combines AI Agents, AI Co-Workers, live system actions, human approvals, and cross-system orchestration.” Muse Glimmer 30B · comparative prompt · alternative
“Runner-Up Options to Consider ... Workativ ... Custom quote (likely more expensive than MeBeBot)” GLM 4.7 FlashX · paraphrase prompt · alternative
Also compared
MeBeBot vs RipplingMeBeBot vs Workativ AssistantLeena AI vs RipplingLeena AI vs Workativ AssistantHiBob vs RipplingHiBob vs Workativ AssistantChatGPT vs RipplingChatGPT vs Workativ AssistantClaude vs RipplingClaude vs Workativ AssistantAsk BambooHR vs RipplingAsk BambooHR vs Workativ AssistantAll 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.