Two of twelve models named Chronus first on the direct prompt; zero named ADPList. Both were named by all twelve models and Chronus carries 34 labels and ADPList 20, so the shares are not directly comparable.
Named in one category 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 twelve 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 September 2026 Edition, Chronus and ADPList were named in the same answer twenty-one times, of the 116 answers naming Chronus and the 32 naming ADPList. In those answers ADPList took the first choice zero times and Chronus three.
| 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 |
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 for a mid-size budget Chronus — Enterprise-grade but starts around $14,995+ ... Overkill” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Heavyweight systems built for the Fortune 500 (like Chronus or MentorcliQ) are often overkill and budget-prohibitive for this segment.” Gemini 3.5 Flash · paraphrase prompt · soft negative
“Usually not budget-first: Chronus — powerful, but pricing is contact-for-quote and aimed at larger programs” GPT-5.4 mini · budget prompt · soft negative
“Best for: large organizations that need structured, scalable mentoring... For enterprise HR / L&D: Chronus, MentorcliQ, Together, Guider.” GPT-5.4 mini · comparative prompt · first choice
“If you want one name to evaluate first for a mid-market B2B company, I'd start with Chronus.” GPT-5.4 mini · direct prompt · first choice
“Chronus is arguably the best choice for mid-sized organizations that want a formalized program” Qwen 3.7 Flash · 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.
“ADPList: A free platform with a large pool of mentors, but limited slots and no accountability built-in.” Llama 4 Maverick · negative prompt · soft negative
“Platforms with Ethical Controversies or "Ghosting" Issues (Exercise Caution) Example: ADPList” Gemini 3.5 Flash · negative prompt · soft negative
“ADPList — ⚠️ Moderate Caution” Kimi K2 · negative prompt · soft negative
“start with a free plan from a reputable platform like ADPList, MicroMentor, or SCORE” Mistral Small · budget prompt · first choice
“Free or community-based platforms (like ADPList, MicroMentor, SCORE, and UStrive) are often safer choices for individuals” Mistral Small · negative prompt · alternative
“Prefer platforms with verified mentors, refunds, and positive volume reviews (e.g., ADPList for free tech mentoring” Grok 4.1 Fast · negative prompt · alternative
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.