Mentoring software · September 2026 Edition
Together vs Mentorloop
Eight of twelve models named Together first on the direct prompt; one named Mentorloop. Both were named by all twelve models and Together carries 43 labels and Mentorloop 36, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share37%12%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%8%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 11; printed, not drawn.
Labels4336A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Together reading right to left. Rank and label count are printed, not drawn.Together vs Mentorgain · Mentorloop vs Mentorgain
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.
By framing
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
TogetherFirst choices, of twelve modelsMentorloop
Direct812 against Mentorloop
Paraphrase921 against Mentorloop
Comparative10
Budget-constrained022 against Together
Scale-constrained21
Negative00
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Together and Mentorloop stood in it.
Together first, Mentorloop an alternative
8 of 12 modelsMentorloop was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashTogether alternatives: Mentorloop, Qooper
Perplexity SonarTogether alternatives: MentorCloud, Mentorgain
Grok 4.1 FastTogether alternatives: MentorcliQ, Mentorloop
Mistral SmallMentorgain, Together alternatives: Guider, Mentorloop
DeepSeek V4 FlashTogether alternatives: MentorCloud, MentorcliQ, Mentorloop, Qooper, Ten Thousand Coffees
Llama 4 MaverickTogether alternatives: Guider, Mentorgain
Kimi K2Mentorgain, Together alternatives: Mentorloop, Qooper
MiniMax M2.5Together alternatives: Mentorgain, Mentorloop
Mentorloop first, Together an alternative
1 of 12 modelsTogether was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Mentorloop alternatives: Chronus, Together
Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniChronus alternatives: MentorcliQ, Mentorloop, Qooper
Qwen 3.7 FlashChronus alternatives: Culture Amp, Glint, MentorciSe, Together
GLM 4.7 FlashXMentorgain alternatives: MentorcliQ, Mentorloop, Qooper, Together
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Mentorloop leads by fifteen points.
Mentorloop20%#2 of 11Together5%#4 of 11Mid-marketThe figures above
The order flips: Together leads at mid-market.
Together37%#1 of 11Mentorloop12%#2 of 11Enterprise
Together leads by twenty-seven points.
Together27%#3 of 7Mentorloop0%#7 of 7What the models said about Together
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“While industry giants like Together, Chronus, and MentorcliQ are excellent, their pricing often starts at $5,000 to $12,000+ per year, which is out of reach” Gemini 3.5 Flash · budget prompt · soft negative
“more premium/custom-priced and usually overkill for tight budgets” DeepSeek V4 Flash · budget prompt · soft negative
“If I had to pick one safe bet for a typical mid-sized B2B company, I'd start with Together Platform or Mentorgain for a demo.” Kimi K2 · paraphrase prompt · first choice
“Together is the best all-around choice due to its mid-market-specific design, transparent flat-rate pricing, strong AI matching” DeepSeek V4 Flash · direct prompt · first choice
“Together stands out as the most balanced choice due to its AI-driven matching, strong integrations, and proven track record” Mistral Small · paraphrase prompt · first choice
What the models said about Mentorloop
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“lower entry price, but note that Smart Match and HRIS are locked behind the Enterprise tier” Perplexity Sonar · direct prompt · soft negative
“Mentorloop offers a lower entry price but locks some features behind its Enterprise plan” Llama 4 Maverick · direct prompt · soft negative
“mid-sized fit over niche/SMB tools (e.g., Mentorloop)” Grok 4.1 Fast · paraphrase prompt · soft negative
“Mentorloop is the well-known mid-market option ... a sensible pick when you want a real program but are not a Fortune 500.” Claude Haiku 4.5 · direct prompt · first choice
“Together Software or Mentorloop are likely your best bets due to their ease of use and mid-market focus.” Claude Haiku 4.5 · paraphrase prompt · first choice
“Mentorloop is the most practical starting point due to its low administrative barrier and high ROI.” Gemini 3.5 Flash · paraphrase prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.