NobleHub Academy

Know Your Models

One short lesson for each major AI model: what it is genuinely good at, where it lets you down, and the kind of work day it fits. Finish with a quiz on picking the right one.

Lessons

• ChatGPT (GPT-5 family)OpenAIThe careful thinker for messy, high-stakes work.
• GPT mini and nanoOpenAICheap and quick for the same small job, thousands of times.
• Gemini ProGoogleGiant documents, plus pictures, audio, and video together.
• Gemini FlashGoogleThe everyday workhorse: quick, cheap, and good enough for most jobs.
• ClaudeAnthropicThe best voice for words a customer will actually read.
• Claude Code / Codex-style codersAnthropic, OpenAIModels tuned to write and fix software across many files.
• GrokxAILoose, current-events voice for brainstorming.
• LlamaMetaOpen weights you can run on your own servers.
• MistralMistral AISmall, efficient open models that are cheap at scale.
• DeepSeekDeepSeekStrong step-by-step math and logic at a low price.
• PerplexityPerplexityAnswers that arrive with links you can verify.
• Image modelsGoogle, OpenAI, MidjourneyWords in, picture out.
• Voice modelsElevenLabs, OpenAINatural speech out, and typed-up recordings in.
• Embedding modelsOpenAI, Google, open sourceThey do not answer — they find things by meaning.

Best model per Academy lesson type

• Glossary terms

  Claude, then GPT-5 to fact-check

  Claude writes the plain, sixth-grade definition; GPT-5 catches what is wrong or missing.

• SRS review cards

  Gemini Flash or a GPT mini model

  Hints and short explanations run thousands of times a day, so cheap and fast wins.

• Quizzes

  Gemini Flash to draft, GPT-5 to grade open answers

  Drafting many questions is volume work; judging a written answer needs real reasoning.

• Python sandbox

  A Codex-style coding model

  It reads the traceback, fixes the code, and explains the fix in one loop.

• Stephanie Teaches narration

  A voice model (ElevenLabs-style)

  Natural speech, plus accent control for the Boston mode.

• Related-term suggestions

  An embedding model

  It finds terms about the same idea even when the words do not match.