OpenAI GPT-5.6

GPT-5.6 Token Counter

Analyze prompts for the GPT-5.6 family, including Sol, Terra, and Luna, with a compatible o200k_base tokenizer view.

Accuracy note

Compatible encoding view. Final API usage can include model-side formatting, tools, images, and reasoning tokens that are not represented here.

Inspect the GPT-5.6 Compatible Encoding in Python

The GPT-5.6 Sol, Terra, and Luna selections on this page use an o200k_base compatible encoding view. Token IDs describe that vocabulary; they do not establish the full input format of a particular GPT-5.6 API snapshot. Choosing the encoding explicitly makes this local comparison reproducible even when a tokenizer library does not recognize a newer model name.

The example counts the same English and Chinese prompts separately with tiktoken. It adds no chat roles, tool schemas, image inputs, or reasoning markers. Use the result to compare wording and inspect raw token IDs, then confirm complete request usage with OpenAI for the exact model you call.

pythonCompare compatible base-text counts
# pip install tiktoken
import tiktoken

# Compatible base text, not complete GPT-5.6 request usage.
encoding = tiktoken.get_encoding("o200k_base")
prompts = ["Summarize this document.", "请总结这份文档。"]
for prompt in prompts:
    token_ids = encoding.encode(prompt)
    print(repr(prompt), len(token_ids), token_ids)

Frequently asked questions

Which GPT-5.6 model does this page use?

The interactive tool starts with GPT-5.6 Sol. You can switch to Terra or Luna from the model menu.

Is this the same as billed API tokens?

It is a compatible tokenizer view, not a billing guarantee. Structured messages, tools, images, and provider-side processing can change API usage.

Does GPT-5.6 have a 1M context window?

The GPT-5.6 family supports an approximately 1.05 million-token context window; consult the official model page for current limits.