Mentoring software
Asked as “mentoring program software”, and as “employee mentoring platform”, on behalf of a mid-market B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
28%
Contested · Mentorloop 15%
28Together15Mentorloop09MentorcliQ48others
28% of first choices, contested.
Since September 2026▼−10Since September 2026: 37% → 27%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Together held the lead, −10 points on 37%, inside the 13-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Mentorloop37%Contested↗new leaderNew leader since September 2026: Mentorloop (36%) replaces PushFar (39% then, 22% now), 13 points clear, inside the 13-point floor.Standing →Mid-market
Together28%Contested▼−10Since September 2026: 37% → 27%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageEnterprise
MentorcliQ29%Contested↗new leaderNew leader since September 2026: MentorcliQ (29%) replaces Qooper (29% then, 27% now), 2 points clear, inside the 13-point floor.Standing →
Mentorloop37%Contested↗new leaderNew leader since September 2026: Mentorloop (36%) replaces PushFar (39% then, 22% now), 13 points clear, inside the 13-point floor.Standing →Mid-marketTogether28%Contested▼−10Since September 2026: 37% → 27%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked.This pageEnterpriseMentorcliQ29%Contested↗new leaderNew leader since September 2026: MentorcliQ (29%) replaces Qooper (29% then, 27% now), 2 points clear, inside the 13-point floor.Standing →The standing
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. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Together28%4%46accepted challenger▼−10Since September 2026: 37% → 27%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked.37% → 27%
Together28%4%46accepted challenger▼−10Since September 2026: 37% → 27%, −10 points. Inside the 13-point floor: within noise. Read over the models both editions asked.37% → 27%02Mentorloop15%0%27accepted challenger▲+3Since September 2026: 12% → 15%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.12% → 15%
Mentorloop15%0%27accepted challenger▲+3Since September 2026: 12% → 15%, +3 points. Inside the 13-point floor: within noise. Read over the models both editions asked.12% → 15%03MentorcliQ9%12%43accepted challenger▲+8Since September 2026: 2% → 10%, +8 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 10%
MentorcliQ9%12%43accepted challenger▲+8Since September 2026: 2% → 10%, +8 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 10%04
PushFar9%0%22accepted challenger▲+1Since September 2026: 10% → 10%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.10% → 10%
PushFar9%0%22accepted challenger▲+1Since September 2026: 10% → 10%, +1 point. Inside the 13-point floor: within noise. Read over the models both editions asked.10% → 10%05
Chronus6%19%42accepted challenger▼−2Since September 2026: 6% → 4%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 4%
Chronus6%19%42accepted challenger▼−2Since September 2026: 6% → 4%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.6% → 4%06Guider6%0%14accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 6%
07
MentorCity6%0%10accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 6%
MentorCity6%0%10accepted challenger▲+6Since September 2026: 0% → 6%, +6 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 6%08
Qooper4%5%38accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 4%
Qooper4%5%38accepted challenger▲+4Since September 2026: 0% → 4%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 4%09
MicroMentor2%10%10accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%
MicroMentor2%10%10accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 2%Show the three products at 0%, ordered by negative rate
12
MentorCruise0%20%20accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
MentorCruise0%20%20accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%10
ADPList0%16%19accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 0%
ADPList0%16%19accepted challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.2% → 0%11
GrowthMentor0%0%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%
GrowthMentor0%0%13accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.0% → 0%The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each
Together vs ChronusTogether vs GuiderTogether vs MentorCityTogether vs QooperMentorloop vs MentorcliQMentorloop vs PushFarMentorloop vs ChronusMentorloop vs GuiderMentorloop vs MentorCityMentorloop vs QooperMentorcliQ vs PushFarMentorcliQ vs ChronusMentorcliQ vs GuiderMentorcliQ vs MentorCityMentorcliQ vs QooperPushFar vs ChronusPushFar vs GuiderPushFar vs MentorCityPushFar vs QooperChronus vs GuiderChronus vs MentorCityChronus vs QooperGuider vs MentorCityGuider vs QooperMentorCity vs Qooper
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405G06
070809101112Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Together28%
Together28%02Mentorloop15%
Mentorloop15%03MentorcliQ9%
MentorcliQ9%04PushFar9%
PushFar9%05Chronus6%
Chronus6%06Guider6%
07MentorCity6%
MentorCity6%08Qooper4%
Qooper4%09MicroMentor2%
MicroMentor2%10ADPList0%
ADPList0%11GrowthMentor0%
GrowthMentor0%12MentorCruise0%
MentorCruise0%What they warned about
Two of fourteen models held their first choice under the paraphrase. 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, GLM 4.7 FlashX, MiniMax M2.5 and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Chronus19%
8 of 42 labels negative · 6 of 14 models
“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
Mentor.me
100%
5 of 5 labels negative · 5 of 14 models · 5 hard negative
“Multiple reports of scams, with one user reporting losing $4,000. Complaints include empty promises and misleading advertising” MiniMax M2.5, negative prompt
MentorCruise20%
4 of 20 labels negative · 4 of 14 models
“Mixed reviews, with some users flagging unusual payment requests ... Despite these complaints, the platform maintains generally positive ratings elsewhere” GLM 4.7 FlashX, negative prompt
MentorcliQ12%
5 of 43 labels negative · 3 of 14 models · 1 hard negative
“What to Avoid on a Tight Budget - **MentorcliQ:** Starts at ~$9,900/year” Kimi K2, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
75 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 986 links across 143 sites, every framing counted. Ranked by the number of answers carrying the site or page. 20 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · Qooper42 answers · 90 citations · 13 models
vendor site · GrowthMentor37 answers · 39 citations · 13 models
vendor site · Chronus35 answers · 45 citations · 12 models
vendor site · Guideflow29 answers · 42 citations · 10 models
vendor site · MentorcliQ28 answers · 41 citations · 12 models
25 answers · 39 citations · 9 models
25 answers · 37 citations · 10 models
25 answers · 26 citations · 10 models
vendor site · MentorCruise24 answers · 41 citations · 11 models
24 answers · 27 citations · 11 models
vendor site · G223 answers · 28 citations · 12 models
vendor site · ADPList22 answers · 25 citations · 12 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
32 answers · 11 models
27 answers · 11 models
25 answers · 10 models
25 answers · 11 models
24 answers · 9 models
21 answers · 11 models
18 answers · 9 models
17 answers · 7 models
15 answers · 10 models
15 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best mentoring program software”, “mentoring platforms”, “mentoring program software”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Together togetherplatform.com Together 28%, Together Corporate Mentorship 4% | 31% | 163 | 165,000 | 1,119,610 | 37,952 | 0 | 3 | |
| Mentorloop mentorloop.com | 15% | 95 | 260 | 3 | 32,289 | 1 | 1 | |
| MentorcliQ mentorcliq.com | 9% | 147 | 880 | 4 | 164,583 | $124 | 17 | 8 |
| PushFar pushfar.com | 9% | 70 | 90 | 3 | 2,521 | |||
| Chronus chronus.com | 6% | 139 | 4,400 | 21 | 63,354 | 7 | 5 | |
| Guider guider-ai.com | 6% | 31 | 880 | 65 | 2,293 | |||
| MentorCity mentorcity.com | 6% | 26 | 260 | 1 | 834 | 10 | ||
| Mentornity mentornity.com | 6% | 15 | 70 | 2 | 368 | |||
| Qooper qooper.io | 4% | 140 | 720 | 0 | 144,826 | $318 | 4 | 1 |
| MentorCloud mentorcloud.com | 2% | 11 | 90 | 0 | 177 |
Google's top ten for the three searches hold 16 sites; 8 of them are among the sites the models cited here (adplist.org, chronus.com, growthmentor.com, mentorcliq.com, mentorcruise.com, peoplemanagingpeople.com, qooper.io, togetherplatform.com). The first result for “best mentoring program software” is peoplemanagingpeople.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best mentoring program software for a mid-market B2B company?”Paraphrase“Which employee mentoring platform would you recommend to a mid-sized B2B company?”Comparative“What are the top mentoring platforms and how do they differ?”Budget-constrained“What is the best mentoring program software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a mentoring program software. What should we look at?”Negative“Which mentoring platforms should I avoid or be cautious about?”
Claude Haiku 4.5Mentorloop, TogetherMentorloopChangedQooperMentorloopno first choiceagainst: Mentor.me, MentorTips
Two alternatives
Guider, QooperThree alternatives
Guider, PushFar, TogetherSeven alternatives
ADPList, Chronus, MentorCruise, MentorcliQ, Mentorloop, Ten Thousand Coffees, TogetherFour alternatives
MentorCruise, Mentornity, PushFar, The Mentor MethodGPT-5.4 miniChronusTogetherChangedno first choiceMentorPROagainst: Chronusno first choiceagainst: Mentor.com / mentor.me, MentorBox, MentorShow
Two alternatives
MentorcliQ, TogetherThree alternatives
Chronus, MentorcliQ, MentorloopSix alternatives
ADPList, Chronus, Guider, MentorCruise, MentorcliQ, TogetherOne alternative
MentorloopGemini 3.5 FlashTogetherMentorloopChangedagainst: Chronus, MentorcliQMentorcliQ, TogetherPushFaragainst: Chronus, MentorcliQ, TogetherTogetheragainst: Chronus, MentorcliQagainst: ADPList, Amway, Codementor, MentorCruise
Three alternatives
Guider, Mentorloop, QooperThree alternatives
Mentorgain, Qooper, TogetherSix alternatives
ADPList, Chronus, GrowthMentor, MentorCruise, Mentorloop, SCOREFour alternatives
Mentessa, MentorStack, Mentorgain, MentorloopTwo alternatives
Mentorloop, QooperPerplexity SonarMentorcliQagainst: QooperGuiderChangedQooperPushFarno first choicenothing named
Two alternatives
Chronus, TogetherThree alternatives
Chronus, MentorCloud, QooperSix alternatives
ADPList, Chronus, Guider, MentorCruise, MentorcliQ, TogetherTwo alternatives
MentorCloud, QooperGrok 4.1 FastMentorcliQTogetherChangedChronus, MentorcliQMentorCityagainst: MicroMentor, SCOREno first choiceagainst: MentorShow
Three alternatives
Chronus, Qooper, TogetherThree alternatives
MentorcliQ, Mentoring Complete, QooperTwo alternatives
ADPList, GrowthMentorTwo alternatives
PushFar, TogetherMistral SmallTogetherGuider, TogetherChangedno first choiceMicroMentorno first choiceagainst: Chronus, Mentor.me, Mentorshiphub.ca
Two alternatives
Mentorgain, QooperOne alternative
MentorcliQTwo alternatives
ADPList, SCOREDeepSeek V4 FlashMentorcliQTogetherChangedagainst: MentorcliQMentorcliQMentornityno first choicenothing named
Three alternatives
Chronus, Qooper, TogetherOne alternative
GuiderFive alternatives
Chronus, MentorCruise, Mentorloop, Together, TorchThree alternatives
MentorCity, MentorCloud, PushFarLlama 4 MaverickGuider, MentorCity, Qooper, Together Corporate MentorshipMentorgain, PushFar, TogetherChangedno first choiceMentorCityno first choicenothing named
One alternative
TogetherQwen 3.7 FlashChronus, MentorFlowTogetherChangedChronusMentorCloudno first choiceagainst: SAP SuccessFactors, Workdayagainst: ADPList, Clarity.fm, Fiverr, LinkedIn Direct Messaging, MentorCruise, Upwork
Three alternatives
CoachHub, Lighthouse, TalmundoThree alternatives
MentorCloud, Qooper, Ten Thousand CoffeesFour alternatives
BetterUp, MentorFlow, MentorcliQ, TenityFive alternatives
GroupApp, MicroMentor, PushFar, Qooper, TogetherKimi K2Togetheragainst: ChronusTogetherHeldMentorcliQMentorloopagainst: Brancher, MentorcliQ, Togetherno first choiceagainst: Daily Mentor, MentorCruise, RE Mentor, Stayly Academy, Whop
Two alternatives
MentorcliQ, QooperFour alternatives
Chronus, MentorcliQ, Mentorloop, QooperEight alternatives
Chronus, CoachHub, Guider, MentorCity, Mentorloop, PushFar, Qooper, TogetherTwo alternatives
MicroMentor, PushFarGLM 4.7 FlashXMentorcliQ, MentorloopMentorcliQChangedChronus, MentorcliQPushFaragainst: Chronus, Qooperno first choiceagainst: Mentor.me, MentorCruise, mentormate.com
Two alternatives
Chronus, QooperFive alternatives
Coachello, Mentorgain, Mentorink, Mentorloop, TogetherSix alternatives
Coachello, GrowthMentor, MentorCruise, MentorHub, PushFar, TogetherTwo alternatives
ADPList, MentorloopMiniMax M2.5Mentorloop, TogetherQooper, Together Corporate MentorshipChangedagainst: Chronusno first choicePushFarno first choiceagainst: Mentor Me Careers, Mentor.me
Four alternatives
Chronus, MentorcliQ, Mentorgain, PushFarOne alternative
MentorCloudSix alternatives
ADPList, Chronus, MentorCity, MentorCruise, MentorcliQ, TogetherThree alternatives
Mentorgain, Mentornity, SCOREGPT-6 LunaTogetherTogetherHeldADPListMentornityno first choiceagainst: Lurn, The Sales Mentor
Three alternatives
Chronus, MentorcliQ, QooperTwo alternatives
Chronus, MentorcliQSix alternatives
Chronus, GrowthMentor, MentorCruise, MentorcliQ, Qooper, TogetherTwo alternatives
Mentoring Works, MentorloopMuse Glimmer 30BMentorloopChronusChangedno first choiceMentornityno first choiceagainst: ADPList, Mentor.me
Two alternatives
Guider, MentorCityThree alternatives
Guider, MentorcliQ, TogetherTwo alternatives
MentorCloud, MentorStackBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:49 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:42 | yes | 3 | 12 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:05 | yes | 13 | 24 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 11:25 | yes | 18 | 6 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:20 | yes | 23 | 16 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:53 | yes | 5 | 3 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:24 | yes | 21 | 41 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:32 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:06 | no | 0 | 37 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:31 | yes | 15 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:52 | yes | 10 | 35 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:25 | yes | 9 | 17 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:49 | yes | 5 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:25 | yes | 19 | 27 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:27 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:56 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:54 | yes | 12 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:35 | yes | 17 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:33 | yes | 23 | 18 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:47 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:13 | yes | 19 | 19 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:25 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:47 | yes | 10 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:53 | yes | 23 | 19 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:57 | yes | 10 | 26 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:28 | yes | 25 | 24 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:46 | yes | 3 | 9 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:00 | yes | 18 | 28 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:03 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:14 | yes | 2 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:09 | yes | 12 | 23 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 08:06 | yes | 20 | 9 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:00 | yes | 18 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:36 | yes | 9 | 7 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:20 | yes | 24 | 41 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:36 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:14 | no | 0 | 26 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:29 | yes | 25 | 32 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:00 | yes | 15 | 34 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:44 | yes | 12 | 20 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:51 | yes | 8 | 18 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:43 | yes | 21 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 07:46 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:07 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:07 | yes | 16 | 17 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 09:31 | yes | 18 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:53 | yes | 22 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:33 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:52 | yes | 24 | 22 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:41 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:02 | yes | 10 | 21 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:01 | yes | 15 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:36 | yes | 22 | 60 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:03 | yes | 10 | 25 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:13 | yes | 3 | 18 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:28 | yes | 25 | 35 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:59 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:13 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 11:29 | yes | 10 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:23 | yes | 17 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:05 | yes | 15 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:02 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 12:07 | yes | 19 | 40 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:09 | yes | 5 | 9 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:35 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:46 | yes | 12 | 23 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:23 | yes | 8 | 33 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:33 | yes | 10 | 17 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 11:49 | yes | 3 | 13 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:36 | no | 0 | 5 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:28 | yes | 18 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:33 | yes | 4 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:20 | yes | 28 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 08:50 | yes | 17 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:04 | yes | 24 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:55 | yes | 5 | 3 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:53 | no | 0 | 7 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:36 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:16 | no | 0 | 30 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:16 | yes | 23 | 39 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:29 | yes | 20 | 82 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:49 | yes | 13 | 26 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 10:59 | yes | 3 | 15 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 07:42 | yes | 23 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
None. Every name in this category resolved on its own.
Unresolved, counted raw
Chronus MatchIQ®
Daily Mentor
Everwise
LinkedIn Direct Messaging
Mentessa
Mentor Me Careers
Mentor Outreach
Mentor.com / mentor.me
MentorBox
MentorHub
MentorPass
MentorTips
Mentoring Circle
Mentoring Works
Mentorline
Notion or Trello
RE Mentor (Real Estate Mentoring)
Teleskope Talent Peak
Tenity
The Mentor Method
The Sales Mentor
mentormate.com
Discontinued, still offered
No shut-down product was recommended here.