Tokens Explained: Why AI Charges Per Word Piece and How Byte-Pair Encoding Works (2026)
9/12/202615 min read
#Tokenization
3 articles tagged with Tokenization
The Tokenizer Tax: Why Switching AI Providers Can Silently Cost You 35% More in 2026
An investigation into Byte-Pair Encoding (BPE) tokenizers across OpenAI, Anthropic, and Llama. We demonstrate why identical source code and multilingual text produce wildly divergent token counts, creating silent cloud billing spikes.
8/2/202624 min read
Compiling LLM Tokenizers to WebAssembly: Speeding up Browser-Native AI Pre-processing by 10x
Learn how to optimize browser-native LLM execution. Compile heavy HuggingFace tokenizers from Rust to WebAssembly to eliminate pre-processing bottlenecks in WebGPU pipelines.
6/5/202618 min read