LLM API Cost for 1 Million Tokens
1 million tokens usually reflects high-volume usage, multi-request workloads, or larger application traffic estimates.
What does 1 million tokens mean?
This token volume is a practical planning unit for estimating API usage and budget. Token-to-word estimates vary by language, formatting, and tokenizer. As a rough rule of thumb, one token is often a few characters of text, but exact counts vary.
Cost overview
Based on:
Cost for 1 million input tokens
Cost for 1 million output tokens
Cost for 1 million input + output
Cheapest current models for this scenario
| Rank | Provider | Model | Input cost | Output cost | Total cost | Context window | Status |
|---|---|---|---|---|---|---|---|
| No current models found. | |||||||
Context window note
1 million tokens is usually large-scale processing, batch analysis, many chatbot requests, or high-volume workload usage, not a normal single chat message. A large total token volume does not always mean one single request; context window only needs to be large enough for each individual request.
Use cases at this token volume
- Batch document processing
- Many chatbot requests
- Large-scale summarization
- App usage estimate
- High-volume testing
Calculate your exact LLM API cost
Open the calculator with 1 million tokens prefilled, then adjust input and output tokens for your own workload.
FAQ
How much does 1 million tokens cost with an LLM API?
Cost depends on model pricing and whether tokens are input, output, or both. Use this page and calculator for exact comparisons.
Is 1 million tokens a lot?
It depends on workload. For small chat prompts it may be large, while for batch analysis it may be normal.
Does 1 million tokens require a large context window?
Only if you plan to send it in a single request. Multi-request workflows can use smaller per-request context windows.
Why do input and output token costs differ?
Many providers set separate rates; output is often priced differently from input.
Which current models are cheapest for this volume?
The ranked table on this page shows the cheapest current models for this exact token scenario.
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