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Thinking Machines: Inkling vs Qwen: Qwen3.7 Plus

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-13.

Thinking Machines: Inkling Qwen: Qwen3.7 Plus
Vendorthinkingmachinesqwen
Quality Score100100
Benchmark Score70.563.7
Input Price$0.95/M$0.32/M
Output Price$4.05/M$1.28/M
Context Window1,048,5761,000,000
Max Output262,144131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index69.865.0
ai_index_agentic56.334.1
ai_index_coding85.992.2

Who wins by task?

TaskThinking Machines: InklingQwen: Qwen3.7 Plus
SQL Generation 164 162
Code Review 160 157
Code Completion 132 133
Code Refactoring 158 157
Bug Fixing 171 166
Unit Test Generation 148 147
Code Documentation 140 140
Regex Writing 132 131
CI/CD Pipelines 140 138
Frontend Component Design 142 140
Data Analysis 161 156
CSV / Spreadsheet Cleanup 150 151
ETL Scripting 149 147
JSON Extraction 145 146
Bulk Data Labeling 133 134
Long-Document Summarization 155 154
Short-Form Summarization 129 129
Blog Post Writing 136 135

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

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