# Mentoring software for small business buyers: what AI models recommend, September 2026

HR AI Recommendation Index, September 2026 Edition. Asked as "mentoring program software" and as "employee mentoring platform", six framings each, to twelve models with search on, on behalf of a small B2B company. Page: https://hr-ai-index.com/learning/mentoring-software/smb/

**Standing:** PushFar leads with 39% of first choices; verdict contested. 41 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | PushFar | 39% | 0% | 40 |
| 2 | Mentorloop | 20% | 5% | 39 |
| 3 | Mentornity | 12% | 0% | 22 |
| 4 | Together | 5% | 37% | 38 |
| 5 | GrowthMentor | 5% | 40% | 15 |
| 6 | Qooper | 2% | 11% | 27 |
| 7 | Mentorgain | 2% | 0% | 18 |
| 8 | MentorcliQ | 2% | 75% | 32 |
| 9 | MicroMentor | 0% | 0% | 15 |
| 10 | SCORE | 0% | 31% | 13 |
| 11 | Chronus | 0% | 91% | 22 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Mentorloop; alternatives MentorEase, Mentorgain, Together
- GPT-5.4 mini: Together; alternatives Mentorloop
- Gemini 3.5 Flash: GrowthMentor, Mentorloop; alternatives MentorCruise, Qooper
- Perplexity Sonar: Mentorloop; alternatives Qooper, Together
- Grok 4.1 Fast: PushFar; alternatives MentorcliQ, MicroMentor, Qooper, Together
- Mistral Small: GrowthMentor, Mentoring Complete; alternatives MicroMentor
- DeepSeek V4 Flash: Qooper; alternatives MentorCruise, Mentorloop
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Mentorgain; alternatives GrowthMentor, PushFar
- Kimi K2: PushFar; alternatives Mentorgain, Together
- GLM 4.7 FlashX: PushFar; alternatives Mentorloop, Qooper, Together
- MiniMax M2.5: Mentorloop; alternatives PushFar, Qooper, Together

## Sources the answers cite

66 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- qooper.io: 38 answers, 69 citations
- gartner.com: 32 answers, 32 citations
- g2.com: 31 answers, 52 citations
- growthmentor.com: 31 answers, 35 citations
- brancher.com.au: 31 answers, 31 citations
- guideflow.com: 30 answers, 33 citations
- togetherplatform.com: 29 answers, 37 citations
- peoplemanagingpeople.com: 28 answers, 28 citations

Pages named in the most answers:

- https://gartner.com/reviews/market/mentoring-software (32 answers)
- https://brancher.com.au/blog/best-mentoring-software (30 answers)
- https://growthmentor.com/blog/online-mentoring-platforms-software (29 answers)
- https://guideflow.com/blog/mentoring-software (29 answers)
- https://peoplemanagingpeople.com/tools/best-mentoring-software (28 answers)
- https://chronus.com/blog/top-mentoring-platforms (19 answers)
- https://qooper.io/blog/top-10-online-mentoring-platforms (19 answers)
- https://softwareadvice.com/mentoring (16 answers)
- https://togetherplatform.com/ (16 answers)
- https://adplist.org/guides/best-mentorship-platforms (14 answers)

## Warned against

- MentorcliQ: 24 of 32 labels negative. "What to Avoid (Too Expensive for Small Budgets) ... MentorcliQ | ~$9,900/year | Enterprise pricing model" (Kimi K2, budget prompt)
- Chronus: 20 of 22 labels negative. "Why skip for now: Unless you have >100 employees and complex compliance requirements, Chronus will drain your budget and admin time." (DeepSeek V4 Flash, comparative prompt)
- Together: 14 of 38 labels negative. "enterprise giants like *Together*, *Chronus*, or *MentorcliQ*—which are excellent for thousands of employees—are generally not a good fit" (Gemini 3.5 Flash, scale prompt)
- GrowthMentor: 6 of 15 labels negative. "advice from multiple mentors "sounds very reasonable when you first hear it" but is actually superficial and doesn't work when implemented" (Kimi K2, negative prompt)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.