head-to-head

DeepSeek: DeepSeek V4 Flash Vision Exp vs OpenAI: GPT-5.6 Terra (batch)

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 Terra (batch)
Vendordeepseekopenai
Quality Score100100
Benchmark Score57.771.1
Input Price$0.22/M$1.00/M
Output Price$0.65/M$6.00/M
Context Window1,048,5761,050,000
Max Output262,144128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index57.569.4

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 Terra (batch) costs $2.50, so DeepSeek V4 Flash Vision Exp is about 6.6 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 Terra (batch) leads 71.1 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 Terra (batch) on 13 (SQL Generation, Code Review, Code Refactoring and others).

DeepSeek V4 Flash Vision Exp was released in August 2026 and GPT-5.6 Terra (batch) in July 2026.

Pick DeepSeek V4 Flash Vision Exp if you need lower cost; pick GPT-5.6 Terra (batch) 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 Terra (batch)
SQL Generation 140 141
Code Review 142 145
Code Completion 133 120
Code Refactoring 145 147
Bug Fixing 146 149
Unit Test Generation 130 132
Code Documentation 137 136
Regex Writing 125 125
CI/CD Pipelines 126 128
Frontend Component Design 128 130
Data Analysis 132 134
CSV / Spreadsheet Cleanup 136 136
ETL Scripting 136 137
JSON Extraction 131 122
Bulk Data Labeling 129 119
OCR / Document Parsing 133 134
Table Extraction from PDFs 133 134
Long-Document Summarization 147 148
Short-Form Summarization 126 118
Blog Post Writing 128 129

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

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