1 million tokens
1 Million Tokens to Words
What does a million tokens actually hold? Convert any token count to words and see what fits inside.
Short answer
1 million tokens ≈ 750,000 English words — about 7–8 full-length novels.
Based on ~0.75 words per token for English prose. Code, tables, and non-English text hold fewer words per million tokens.
Tokens
Estimated words
≈ 750,000
1.00M tokens × 0.75 words/token
Token counts at human scale
| Tokens | Roughly equals |
|---|---|
| 1,000 tokens | 750 words — a couple of pages |
| 4,000 tokens | 3,000 words — a long article |
| 8,000 tokens | 6,000 words — a short story |
| 32,000 tokens | 24,000 words — a novella |
| 128,000 tokens | 96,000 words — a short novel |
| 200,000 tokens | 150,000 words — 2–3 novels |
| 1,000,000 tokens | 750,000 words — 7–8 novels |
Comparisons assume a ~100,000-word novel and ~500 words per page. Newer tokenizers and non-English text shift these numbers.
FAQ
How many words is 1 million tokens?
Roughly 750,000 English words. That is the widely used rule of thumb (0.75 words per token) for ordinary prose.
How many books is 1 million tokens?
About 7–8 full-length novels, assuming ~100,000 words per novel. It is also roughly 1,500 printed pages at 500 words per page.
Does 1 million tokens mean the same for every model?
The word count is roughly comparable, but each model family uses its own tokenizer, so the exact word equivalent shifts a little. Newer tokenizers are generally more efficient, especially outside English.
Which models have a 1 million token context window?
Claude Fable 5.1, Opus 5, and Sonnet 5, several GPT-5.x models, and Gemini models all offer around 1M input tokens. Check the context window checker to compare exact windows.
How much does 1 million tokens cost?
It depends on the model. At $2.50 per million input tokens, 1M tokens costs $2.50; at $0.30 it costs $0.30. Use the token cost calculator for exact per-model pricing.
What can you fit in 1 million tokens?
A large monorepo's source code, several novels, a full legal contract suite, or months of conversation history — in a single prompt.