37 items
Starting Simple and Upgrading When Needed
Slides / VideoAvoiding Provider Lock-In
Slides / VideoLatency and Speed Across Models
Slides / VideoModel Versions, Snapshots, and Deprecation
Slides / VideoMatching Model Choice to Task Type
Slides / VideoEvaluating Models on Your Own Use Case
Slides / VideoWhy Benchmarks Can Be Misleading
Slides / VideoModel Benchmarks and Leaderboards
Slides / VideoBalancing Cost, Quality, Speed, Capability
Slides / VideoComparing Pricing Across Models
Slides / VideoComparing Context Window Sizes
Slides / VideoFlagship vs Small Model Tiers
Slides / VideoWhy Model Selection Matters
Slides / VideoReasoning vs Standard Models
QuizWhat Model Selection Means
QuizModel Families and Versions
QuizFlagship vs Small Models
QuizMatching Model to Task
QuizContext Window as Selection Factor
QuizStart with a Default and Iterate
QuizCost as a Selection Factor
QuizLatency as a Selection Factor
QuizQuality vs Cost Tradeoffs
QuizLeaderboards and Benchmarks
QuizWhere to Access Models
QuizModel Naming Conventions
QuizPrototype Strong, Then Optimize
FlashcardSpecialized Models
FlashcardBenchmarks and Leaderboards
FlashcardMajor LLM Providers
FlashcardQuality as a Selection Factor
FlashcardAvoiding Vendor Lock-In
FlashcardModel Deprecation and Lifecycle
FlashcardWhat Model Selection Means
FlashcardMatching Model to Task Complexity
FlashcardModel Naming and Versioning
FlashcardModel Families and Tiers
FlashcardCost as a Selection Factor
LLM API pricing is typically based on tokens processed, affecting model choice.
How is the cost of using most LLM APIs typically calculated?