Skills Base vs MuchSkills
Zero of fourteen models named Skills Base first on the direct prompt; zero named MuchSkills. Skills Base was named by ten of the fourteen models and MuchSkills by eight and Skills Base carries 16 labels and MuchSkills 11, 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 fourteen 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
Skills BaseFirst choices, of fourteen modelsMuchSkills
Across every category in the October 2026 Edition, Skills Base and MuchSkills were named in the same answer twenty-seven times, of the 62 answers naming Skills Base and the 38 naming MuchSkills. In those answers MuchSkills took the first choice three times and Skills Base twenty.
Every model, every framing
| 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 | | | ||||
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | | |
Skills Base MuchSkills first choice named as an alternative argued againstblank: not namedEach cell is one answer, Skills Base on the left and MuchSkills on the right.The direct prompt
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
13 of 14 modelsThe answer made no first choice from these two in this category.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
Skills Base45%#1 of 11MuchSkills2%#5 of 11Skills Base18%#1 of 16MuchSkills5%#6 of 16Skills Base4%#– of 14MuchSkills0%#– of 14What 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.
“Skills Base gives the lowest financial barrier with a usable free tier and then scales at ~$2-2.50/user/mo” Muse Glimmer 30B · budget prompt · first choice
“Skills Base stands out as the best skills intelligence platform for companies with a limited budget.” Grok 4.1 Fast · budget prompt · first choice
“For most companies with a limited budget, Skills Base is the clear winner” DeepSeek V4 Flash · budget prompt · first choice
What the models said about MuchSkills
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“MuchSkills: Excellent for professional services, engineering, or project-heavy companies needing beautiful, easy-to-read skill matrices and CV builders.” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend starting with a free trial from Pin or MuchSkills to evaluate which features best match your organization's needs.” Claude Haiku 4.5 · budget prompt · first choice
“Skills Base or MuchSkills are particularly recommended” Mistral Small · budget prompt · first choice
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.