head-to-head

DeepSeek: DeepSeek V4.1 Flash vs Thinking Machines: Inkling

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

DeepSeek: DeepSeek V4.1 Flash Thinking Machines: Inkling
Vendordeepseekthinkingmachines
Quality Score100100
Benchmark Score66.339.4
Input Price$0.15/M$1.00/M
Output Price$0.60/M$4.05/M
Context Window1,048,5761,048,576
Max Output384,000471,859
Tool Calling
Structured Output-
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index65.141.2

Who wins by task?

TaskDeepSeek: DeepSeek V4.1 FlashThinking Machines: Inkling
SQL Generation 141 130
Code Review 144 135
Code Completion 133 119
Code Refactoring 146 138
Bug Fixing 148 143
Unit Test Generation 131 120
Code Documentation 137 134
Regex Writing 126 123
CI/CD Pipelines 127 120
Frontend Component Design 129 122
Data Analysis 133 126
CSV / Spreadsheet Cleanup 136 123
ETL Scripting 137 129
JSON Extraction 131 111
Bulk Data Labeling 129 116
OCR / Document Parsing 134 125
Table Extraction from PDFs 134 125
Long-Document Summarization 148 144
Short-Form Summarization 127 117
Blog Post Writing 129 126

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

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