Four of fourteen models named MentorcliQ first on the direct prompt; one named Guider. MentorcliQ was named by fourteen of the fourteen models and Guider by nine and MentorcliQ carries 43 labels and Guider 14, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category 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 mentoring software page.
Across every category in the October 2026 Edition, MentorcliQ and Guider were named in the same answer twenty-seven times, of the 152 answers naming MentorcliQ and the 32 naming Guider. In those answers Guider took the first choice two times and MentorcliQ six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | GU | GU | ||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | GU | |||||
| Perplexity Sonar | GU | |||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | GU | |||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | GU |
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. Six of eight in this category shown.
“What to Avoid on a Tight Budget - MentorcliQ: Starts at ~$9,900/year” Kimi K2 · budget prompt · hard negative
“Legacy enterprise tools (like Chronus or MentorcliQ) are often too complex, highly manual to configure, and cost-prohibitive for mid-market budgets.” Gemini 3.5 Flash · paraphrase prompt · soft negative
“MentorcliQ or Chronus: These are top-tier, heavy-duty enterprise platforms... may be slightly overkill—and more expensive” Gemini 3.5 Flash · scale prompt · soft negative
“Together or MentorcliQ | Strong integrations, automated matching, and robust executive reporting.” Gemini 3.5 Flash · comparative prompt · first choice
“Best for: Large enterprises... MentorcliQ leads on algorithmic matching quality.” DeepSeek V4 Flash · comparative prompt · first choice
“MentorcliQ and Mentorloop are the top starting points” GLM 4.7 FlashX · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“The best mentoring program software for a mid-market B2B company includes MentorCity, Together Corporate Mentorship, Qooper, and Guider.” Llama 4 Maverick · direct prompt · first choice
“I would recommend Guider if you want the best balance of ease of launch, affordability, and enough structure” Perplexity Sonar · paraphrase prompt · first choice
“Together and Guider are frequently highlighted as top choices” Mistral Small · paraphrase 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.