head-to-head

Thinking Machines: Inkling vs Qwen: Qwen3.6 35B A3B

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-19.

Thinking Machines: Inkling Qwen: Qwen3.6 35B A3B
Vendorthinkingmachinesqwen
Quality Score100100
Benchmark Score-52.9
Input Price$1.00/M$0.14/M
Output Price$4.05/M$1.00/M
Context Window1,048,576262,144
Max Output-262,144
Tool Calling
Structured Output-
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index-52.2
ai_index_agentic-35.3
ai_index_coding-69.1

Who wins by task?

TaskThinking Machines: InklingQwen: Qwen3.6 35B A3B
SQL Generation 125 154
Code Review 128 147
Code Completion 119 130
Code Refactoring 132 144
Bug Fixing 136 156
Unit Test Generation 116 140
Code Documentation 131 133
Regex Writing 119 129
CI/CD Pipelines 116 132
Frontend Component Design 118 137
Data Analysis 120 151
CSV / Spreadsheet Cleanup 121 141
ETL Scripting 124 138
JSON Extraction 111 143
Bulk Data Labeling 116 133
OCR / Document Parsing 123 138
Table Extraction from PDFs 123 138
Long-Document Summarization 137 142
Short-Form Summarization 115 128
Blog Post Writing 121 130

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

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