Zero of fourteen models named MeBeBot first on the direct prompt; three named Leena AI. MeBeBot was named by twelve of the fourteen models and Leena AI by thirteen and MeBeBot carries 18 labels and Leena AI 31, so the shares are not directly comparable.
Named in one category this edition.
Named in two categories this edition.
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.
Across every category in the October 2026 Edition, MeBeBot and Leena AI were named in the same answer eighteen times, of the 40 answers naming MeBeBot and the 90 naming Leena AI. In those answers Leena AI took the first choice four times and MeBeBot ten.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“MeBeBot if you have global/multilingual teams and want answers curated for accuracy” MiniMax M2.5 · paraphrase prompt · first choice
“MeBeBot (Best Overall & Fastest Time-to-Value)... is the strongest choice.” Gemini 3.5 Flash · paraphrase prompt · first choice
“MeBeBot - Best for small to mid-sized companies wanting quick deployment.” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Some of the assistants to avoid include Leena AI and Workativ, as they may not be suitable for specific HR needs.” Llama 4 Maverick · negative prompt · hard negative
“1,000-user minimum and effectively starts around $150/employee/year ... likely overkill for most mid-sized companies” DeepSeek V4 Flash · paraphrase prompt · soft negative
“tools such as Leena AI or Workativ for the specific enterprise need discussed in the source” Perplexity Sonar · negative prompt · soft negative
“Leena AI is the mid-market default for HR chatbots, sitting in Slack or Teams and handling policy lookups” Claude Haiku 4.5 · direct prompt · first choice
“Integration needs: Leena AI offers the most integrations (200+)... dedicated HR assistant (Leena AI)” MiniMax M2.5 · comparative prompt · first choice
“Leena AI leads the agentic HR service desk that answers employee questions around the clock” Muse Glimmer 30B · comparative 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.