Four of fourteen models named MeBeBot first on the direct prompt; three named Leena AI. MeBeBot was named by ten of the fourteen models and Leena AI by fourteen and MeBeBot carries 18 labels and Leena AI 42, 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 November 2026 Edition, MeBeBot and Leena AI were named in the same answer twenty-two times, of the 35 answers naming MeBeBot and the 137 naming Leena AI. In those answers Leena AI took the first choice four times and MeBeBot fourteen.
| 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 |
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 is likely the best overall choice due to its balance of accuracy, speed, and cost-effectiveness” Mistral Small · paraphrase prompt · first choice
“MeBeBot is considered a good option for SMBs, with a price range of $3.50-4.00 per employee per month.” Llama 4 Maverick · paraphrase prompt · first choice
“My default pick would be MeBeBot if your main goal is to answer routine employee questions” GPT-6 Luna · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid Leena AI unless you have enterprise-scale complexity and budget” Kimi K2 · paraphrase prompt · hard negative
“Avoid Leena AI unless you're approaching 1,000+ employees” MiniMax M2.5 · paraphrase prompt · hard negative
“consider Leena AI, but be aware it's designed with larger enterprises in mind and may be overkill for your size” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Best for: Enterprise employee self-service and helpdesk deflection ... Uses WorkLM, a proprietary LLM trained specifically on enterprise HR content” DeepSeek V4 Flash · comparative prompt · first choice
“Leena AI and ServiceNow are leading this transition with promises of 70%+ ticket auto-resolution and proactive automation.” MiniMax M2.5 · comparative prompt · first choice
“the best overall choice for a mid-market B2B company is usually Leena AI or Zendesk Employee Service” GPT-5.4 mini · direct 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.