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Skills intelligence · September 2026 Edition

Skills Base vs iMocha

Zero of twelve models named Skills Base first on the direct prompt; three named iMocha. Skills Base was named by eight of the twelve models and iMocha by eleven and Skills Base carries 12 labels and iMocha 18, so the shares are not directly comparable.

Skills Base

accepted challenger

Named in one category this edition.

iMocha

accepted challenger

Named in six categories this edition.

First-choice share17%9%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 16; printed, not drawn.
Labels1218A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Skills Base reading right to left. Rank and label count are printed, not drawn.TalentGuard was named alongside these two in nine of the twelve direct answers. TalentGuard vs Skills Base · TalentGuard vs iMocha

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 skills intelligence page.

By framing

How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
Skills BaseFirst choices, of twelve modelsiMocha
Direct03
Paraphrase01
Comparative00
Budget-constrained80
Scale-constrained00
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 Skills Base and iMocha stood in it.

iMocha first, Skills Base an alternative

3 of 12 modelsSkills Base was named in the answer but not as the choice, or not at all.
Grok 4.1 FastTalentGuard, iMocha alternatives: Fuel50
Mistral SmallTalentGuard, iMocha alternatives: Bryq, INOP
GLM 4.7 FlashXiMocha alternatives: MuchSkills, Skills Base, TalentGuard

Neither was the first choice, one was named

4 of 12 modelsThe answer put something else first and named one of the two as an alternative.
Claude Haiku 4.5TalentGuard alternatives: Amplemarket, iMocha
Perplexity SonarTalentGuard alternatives: INOP, SkillPanel, Skills Base, iMocha
DeepSeek V4 FlashFuel50, TalentGuard alternatives: MuchSkills, Skills Base
Llama 4 MaverickTalentGuard alternatives: Criteria Corp, Engagedly, iMocha

Neither was named

5 of 12 modelsThe answer made no first choice from these two in this category.
GPT-5.4 miniEightfold AI, SkillPanel alternatives: Fuel50, Retrain.ai, Workday Skills Cloud
Gemini 3.5 FlashCareer Bird alternatives: Docebo, Fuel50, Workera
Qwen 3.7 FlashEightfold AI alternatives: Clad.io, DeepSkill, Gloat, Lightcast Open Skills
Kimi K2TalentGuard alternatives: 365Talents, Engagedly, Fuel50, TechWolf
MiniMax M2.5TalentGuard alternatives: 365Talents, Gloat

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
Skills Base leads by thirty-five points.
Skills Base35%#1 of 10
iMocha0%#7 of 10
The full small business standing →
Mid-marketThe figures above
Skills Base leads by nine points.
Skills Base17%#2 of 16
iMocha9%#3 of 16
The full mid-market standing →
Enterprise
Skills Base leads by two points.
Skills Base2%#– of 10
iMocha0%#– of 10
The full enterprise standing →

What the models said about Skills Base

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“the best practical choice is usually Skills Base if you want a dedicated skills management platform with strong value for SMBs” Perplexity Sonar · budget prompt · first choice
“Best Overall Value & "Spreadsheet Killer": Skills Base ... is the industry standard for budget-conscious companies” Gemini 3.5 Flash · budget prompt · first choice
“Skills Base (starting at ~$2–$2.25 per user per month with a free tier) ... are the most practical entry points.” GLM 4.7 FlashX · budget prompt · first choice

What the models said about iMocha

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.

“Start with iMocha for its mid-market focus and comprehensive feature set” GLM 4.7 FlashX · direct prompt · first choice
“Start with TalentGuard or iMocha for most mid-market B2B” Grok 4.1 Fast · direct prompt · first choice
“Option A: iMocha (Best overall for B2B Tech & Skills Validation)” Gemini 3.5 Flash · paraphrase prompt · first choice
Also compared
TalentGuard vs Skills BaseTalentGuard vs iMochaThe full skills intelligence standing

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.