OpenAI: GPT-5.6 Terra (batch)
GPT-5.6 Terra (batch) is an OpenAI model that accepts text, image, and file inputs and returns text. Its context window is 1,050,000 tokens, with up to 128,000 tokens of output per response, so it can take in very large documents or multi-file inputs in a single request. It supports tool calling and reasoning. The listing does not state whether it supports structured output or whether open weights are available, so confirm both before relying on them. At $1.00 per million input tokens and $6.00 per million output tokens, it suits teams that process large volumes of input and need long context, tools, and reasoning in one model. Its blended benchmark score is 71.1, with an AI Index score of 69.4, but both come from a single independent benchmark. That narrow coverage makes its standing provisional, so test it on your own workloads before committing.
Benchmark results
Independent, published benchmarks. Blended score 71.1 across 1 benchmark, last refreshed 2026-10-13. How scoring works →
| Benchmark | Measures | Score |
|---|---|---|
| AI Index | broad capability composite | 69.4 |
- Model ID
- openai/gpt-5.6-terra:batch
- Vendor
- openai
- Released
- July 2026
- Tokenizer
- GPT
- Input Modalities
- file, image, text
- Output Modalities
- text
- Max Output
- 128,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $1.00/M input and $6.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.04 |
| Classify 1,000 customer emails | 500k in / 50k out | $0.80 |
| A month of a busy support chatbot | 5M in / 2M out | $17.00 |
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Quick answers
- How much does OpenAI: GPT-5.6 Terra (batch) cost?
- $1.00 per million input tokens and $6.00 per million output tokens.
- What is OpenAI: GPT-5.6 Terra (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-5.6 Terra (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.6 Terra (batch) process images?
- Yes, it accepts image input.