Ten of fourteen models named Together first on the direct prompt; zero named Mentornity. Together was named by fourteen of the fourteen models and Mentornity by thirteen and Together carries 50 labels and Mentornity 17, so the shares are not directly comparable.
Named in two categories 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 mentoring software page.
Across every category in the November 2026 Edition, Together and Mentornity were named in the same answer twenty-eight times, of the 184 answers naming Together and the 53 naming Mentornity. In those answers Mentornity took the first choice ten times and Together five.
| 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. Six of eight in this category shown.
“Avoid starting with enterprise platforms such as MentorcliQ or Together” Perplexity Sonar · budget prompt · hard negative
“Enterprise products such as Chronus, MentorcliQ, Together, and Qooper are generally purchased by employers rather than individuals.” Perplexity Sonar · negative prompt · soft negative
“now part of Absorb's broader learning management ecosystem rather than operating as an independent, dedicated mentoring platform” Muse Glimmer 30B · comparative prompt · soft negative
“Together Mentoring — Excellent for structured programs; strong matching, analytics, and ROI tracking. Popular with companies like yours; high user satisfaction (4.9/5).” Grok 4.20 · scale prompt · first choice
“Together is a top recommendation due to its strong user ratings, comprehensive feature set, and proven fit for mid-market organizations” Mistral Small · paraphrase prompt · first choice
“I'd generally recommend Together Mentorship if your priority is a strong mix of ease of use, scalability, and measurable outcomes” GPT-5.4 mini · paraphrase 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.
“starting with either Mentornity (if you have under 10 users) or Mentorloop's free tier to build your program before upgrading is a smart approach” Claude Haiku 4.5 · budget prompt · first choice
“Mentornity – best free-to-start company software ... <10 participants and want zero cost to pilot: Mentornity free tier.” Muse Glimmer 30B · budget prompt · first choice
“Best budget pick: Mentornity. It offers a genuinely free plan for up to 10 active participants” GPT-6 Luna · budget 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.