Processing or generating 50,000 words (approximately 64,000 tokens) with GPT-5.3 Codex ranges from $0.0112 (cached input) to $0.896 (full generation).
Quick answer
For 50,000 words, GPT-5.3 Codex processes approximately 64,000 tokens. That costs $0.112 as uncached input, $0.0112 with the modeled cache discount, or $0.896 when generated as output.
Method & trust
The estimate converts the selected English word count with the model tokenizer family, then applies the published input/output price per million tokens. Real prompts vary with code, formatting, language, and system instructions.
You send 50,000 words as prompt context, documentation, or background knowledge.
GPT-5.3 Codex drafts a complete 50,000 words article, chapter, or code module.
40,000 words input prompt + 10,000 words output reply.
| Model | Provider | Input Cost (50,000 words) | Cached Input Cost | Output Cost (50,000 words) | Context Limit |
|---|---|---|---|---|---|
| GPT-5.3 Codex (Current) | openai | $0.112 | $0.0112 | $0.896 | 256,000 |
| DeepSeek Coder V2.5 | deepseek | $0.009331 | $0.000933 | $0.0187 | 128,000 |
| Codestral 2501 | mistral | $0.02 | $0.002 | $0.06 | 256,000 |
| Grok Build 0.1 | xai | $0.0667 | $0.0133 | $0.1333 | 256,000 |
| Qwen 2.5 Coder 32B | qwen | $0.0133 | $0.001333 | $0.04 | 128,000 |
| GLM-5.3 (Z.ai) | zai | $0.0933 | $0.0173 | $0.2933 | 1,048,576 |
For GPT-5.3 Codex (o200k_base tokenizer), 50,000 words is approximately 64,000 tokens (an average ratio of 1.28 tokens per word in English). Code, technical vocabulary, and non-English scripts will have higher token densities.
Sending 50,000 words as input costs $0.112 (or $0.0112 with prompt caching). Generating 50,000 words as output costs $0.896. Output tokens are more expensive because autoregressive token generation requires significantly more computation per token.
Yes! If your input text is part of a repeated context, prompt caching saves 50% to 90% (costing $0.0112). For non-urgent asynchronous batch processing, 24-hour batch queues provide a flat 50% discount across all tokens (costing $0.056 for input, $0.448 for output).
At an average human reading speed of 250 words per minute, 50,000 words takes approximately 200 minutes to read. In contrast, GPT-5.3 Codex can process or generate this text in seconds.