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About TokenCalculator
AI token calculator
Anthropic models
Batch pricing
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TokenCalculator

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Paste a prompt, pick a model, and estimate token count and API cost. Your text stays in your browser.

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AI token calculator Count tokens and estimate request cost for any prompt. Tokenizer Token counts and context meter without the pricing math. LLM cost calculator Turn token counts into monthly and yearly spend. RAG cost calculator Corpus embed, retrieved context, and generation cost breakdown. Embedding cost calculator Index and query embedding spend with editable $/1M rates. GPU / LLM cost calculator Self-host or cloud GPU vs catalog API break-even. Context window calculator Will your prompt fit? Budget system, RAG, and reserved output. Tokenizer comparison Paste once. Compare Exact OpenAI vs Approx Claude and Gemini counts. Token visualizer Exact OpenAI token chips with IDs for o200k and cl100k. Tokens to words Approximate converter between words, characters, and tokens. Cache savings See what prompt caching saves at your hit rate. Batch pricing Compare standard rates against Batch API rates. Model pricing catalog Rates and context windows for 120 models. Compare two models Side by side cost for high intent pairs.

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About TokenCalculator
AI token calculator
Anthropic models
Batch pricing
Cache savings