head-to-head

DeepSeek: DeepSeek V4 Flash Latest vs MoonshotAI: Kimi K3

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.

DeepSeek: DeepSeek V4 Flash Latest MoonshotAI: Kimi K3
Vendor~deepseekmoonshotai
Quality Score99100
Input Price$0.04/M$0.19/M
Output Price$0.30/M$16.00/M
Context Window1,048,5761,048,576
Max Output943,718943,718
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision-✓
Audio--

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, DeepSeek V4 Flash Latest costs $0.12 and Kimi K3 costs $4.19, so DeepSeek V4 Flash Latest is about 35.4 times cheaper for the same work.

Both read up to 1,048,576 tokens at once, roughly 1,573 pages of text.

Only Kimi K3 offers image input and video input.

Across the 20 tasks where they differ, DeepSeek V4 Flash Latest scores higher on 10 (SQL Generation, Code Completion, Code Documentation and others), Kimi K3 on 10 (Code Review, Code Refactoring, Bug Fixing and others).

DeepSeek V4 Flash Latest was released in August 2026 and Kimi K3 in July 2026.

Pick DeepSeek V4 Flash Latest if you need lower cost; pick Kimi K3 if you need image input or video input.

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 LatestMoonshotAI: Kimi K3
SQL Generation 133 132
Code Review 131 132
Code Completion 131 128
Code Refactoring 135 136
Bug Fixing 135 136
Unit Test Generation 123 124
Code Documentation 131 128
Regex Writing 119 116
CI/CD Pipelines 119 120
Frontend Component Design 91 122
Data Analysis 123 124
CSV / Spreadsheet Cleanup 133 132
ETL Scripting 127 128
JSON Extraction 131 128
Bulk Data Labeling 129 125
OCR / Document Parsing 85 131
Table Extraction from PDFs 85 131
Long-Document Summarization 137 136
Short-Form Summarization 123 120
Blog Post Writing 121 120

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

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