head-to-head

Thinking Machines: Inkling Small vs Qwen: Qwen3.7 Plus

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-02.

Thinking Machines: Inkling Small Qwen: Qwen3.7 Plus
Vendorthinkingmachinesqwen
Quality Score100100
Benchmark Score69.064.2
Input Price$0.50/M$0.32/M
Output Price$1.20/M$1.28/M
Context Window524,2881,000,000
Max Output-131,072
Tool Calling
Structured Output-
Reasoning Mode
Vision
Audio-
Benchmark Scores
ai_index66.364.3
ai_index_agentic50.834.3
ai_index_coding87.492.2

Who wins by task?

TaskThinking Machines: Inkling SmallQwen: Qwen3.7 Plus
SQL Generation 155 162
Code Review 155 157
Code Refactoring 154 157
Bug Fixing 169 166
Unit Test Generation 140 147
Code Documentation 140 140
Regex Writing 132 131
CI/CD Pipelines 135 138
Frontend Component Design 137 140
Data Analysis 156 156
CSV / Spreadsheet Cleanup 139 151
ETL Scripting 144 147
JSON Extraction 134 146
Bulk Data Labeling 130 134
OCR / Document Parsing 136 144
Table Extraction from PDFs 136 144
Long-Document Summarization 155 153
Short-Form Summarization 130 129
Blog Post Writing 136 135

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

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