head-to-head

OpenAI: GPT-6 Sol vs DeepSeek: DeepSeek V4 Flash Vision Exp

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-27.

OpenAI: GPT-6 Sol DeepSeek: DeepSeek V4 Flash Vision Exp
Vendoropenaideepseek
Quality Score100100
Benchmark Score81.257.7
Input Price$2.00/M$0.22/M
Output Price$10.00/M$0.65/M
Context Window1,050,0001,048,576
Max Output128,000262,144
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index78.457.5

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, DeepSeek V4 Flash Vision Exp costs $0.38 and GPT-6 Sol costs $4.50, so DeepSeek V4 Flash Vision Exp is about 11.9 times cheaper for the same work.

Both take in a similar amount of text: 1,050,000 and 1,048,576 tokens, about 1,575 and 1,573 pages.

On our blended benchmark score GPT-6 Sol leads 81.2 to 57.7.

Across the 20 tasks where they differ, GPT-6 Sol scores higher on 13 (SQL Generation, Code Review, Code Refactoring and others), DeepSeek V4 Flash Vision Exp on 7 (Code Completion, Code Documentation, Regex Writing and others).

GPT-6 Sol was released in September 2026 and DeepSeek V4 Flash Vision Exp in August 2026.

Pick GPT-6 Sol if you need benchmark performance; pick DeepSeek V4 Flash Vision Exp if you need lower cost.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskOpenAI: GPT-6 SolDeepSeek: DeepSeek V4 Flash Vision Exp
SQL Generation 142 140
Code Review 146 142
Code Completion 119 133
Code Refactoring 148 145
Bug Fixing 150 146
Unit Test Generation 133 130
Code Documentation 136 137
Regex Writing 125 125
CI/CD Pipelines 129 126
Frontend Component Design 131 128
Data Analysis 135 132
CSV / Spreadsheet Cleanup 135 136
ETL Scripting 139 136
JSON Extraction 121 131
Bulk Data Labeling 118 129
OCR / Document Parsing 134 133
Table Extraction from PDFs 134 133
Long-Document Summarization 149 147
Short-Form Summarization 117 126
Blog Post Writing 130 128

Scores reflect capability match + benchmark data + pricing for each task. Methodology →

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