openai

OpenAI: GPT-6 Sol (batch)

OpenAI's GPT-6 Sol (batch) accepts text, image, and file inputs and offers a context window of 1,050,000 tokens, with completions capped at 128,000 tokens. It supports tool use and reasoning, which makes it a candidate for agent-style workflows and multi-step tasks over large documents or mixed-media inputs. The listing does not specify structured output support or whether weights are open, so teams that depend on either should confirm before committing. At $1.00 per million input tokens and $5.00 per million output tokens, it suits buyers who need very long context and tool use without paying a premium per token. Its blended benchmark score of 81.4 is respectable, but it rests on a single independent benchmark, so its standing is thinly evidenced. Shortlist it for long-context, multimodal workloads where cost matters, and run your own evaluations before relying on that score for model selection.

Quality Score
100/100
price + capability + benchmarks
Input Price
$1.00
per 1M tokens · checked 2026-10-13
Output Price
$5.00
per 1M tokens · checked 2026-10-13
Context Window
1,050,000
tokens

Benchmark results

Independent, published benchmarks. Blended score 81.4 across 1 benchmark, last refreshed 2026-10-13. How scoring works →

BenchmarkMeasuresScore
AI Index broad capability composite 78.6
Model ID
openai/gpt-6-sol:batch
Vendor
openai
Released
September 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 $5.00/M output rates. Run your own numbers →

JobTokensCost
Summarize a 50-page report 30k in / 1.5k out $0.04
Classify 1,000 customer emails 500k in / 50k out $0.75
A month of a busy support chatbot 5M in / 2M out $15.00

Category rankings

Where OpenAI: GPT-6 Sol (batch) places across the 5 categories it ranks in. How we rank →

#CategoryScore
#24 Regex WritingCode · of 25 ranked 126
#24 Language TranslationWriting · of 25 ranked 126
#24 Tutoring for KidsPersonal · of 25 ranked 126
#25 Resume WritingBusiness · of 25 ranked 113
#25 Screenshot DebuggingVision · of 25 ranked 133

Similar models

Quick answers

How much does OpenAI: GPT-6 Sol (batch) cost?
$1.00 per million input tokens and $5.00 per million output tokens.
What is OpenAI: GPT-6 Sol (batch)'s context window?
1,050,000 tokens, roughly 1,575 pages of text in a single request.
Does OpenAI: GPT-6 Sol (batch) support tool calling?
It supports tool calling, structured output, a reasoning mode.
Can OpenAI: GPT-6 Sol (batch) process images?
Yes, it accepts image input.

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