head-to-head

DeepSeek: DeepSeek V4 Flash Vision Exp vs OpenAI: GPT-5.6 Sol

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-06.

DeepSeek: DeepSeek V4 Flash Vision Exp OpenAI: GPT-5.6 Sol
Vendordeepseekopenai
Quality Score100100
Benchmark Score57.780.2
Input Price$0.22/M$2.00/M
Output Price$0.65/M$10.00/M
Context Window1,048,5761,050,000
Max Output262,144128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index57.577.5

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-5.6 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: 1,048,576 and 1,050,000 tokens, about 1,573 and 1,575 pages.

On our blended benchmark score GPT-5.6 Sol leads 80.2 to 57.7.

Across the 20 tasks where they differ, DeepSeek V4 Flash Vision Exp scores higher on 7 (Code Completion, Code Documentation, Regex Writing and others), GPT-5.6 Sol on 13 (SQL Generation, Code Review, Code Refactoring and others).

DeepSeek V4 Flash Vision Exp was released in August 2026 and GPT-5.6 Sol in July 2026.

Pick DeepSeek V4 Flash Vision Exp if you need lower cost; pick GPT-5.6 Sol if you need benchmark performance.

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?

TaskDeepSeek: DeepSeek V4 Flash Vision ExpOpenAI: GPT-5.6 Sol
SQL Generation 140 142
Code Review 142 146
Code Completion 133 119
Code Refactoring 145 148
Bug Fixing 146 150
Unit Test Generation 130 133
Code Documentation 137 136
Regex Writing 125 125
CI/CD Pipelines 126 129
Frontend Component Design 128 131
Data Analysis 132 135
CSV / Spreadsheet Cleanup 136 135
ETL Scripting 136 138
JSON Extraction 131 121
Bulk Data Labeling 129 118
OCR / Document Parsing 133 134
Table Extraction from PDFs 133 134
Long-Document Summarization 147 149
Short-Form Summarization 126 117
Blog Post Writing 128 130

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

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