head-to-head

Thinking Machines: Inkling vs Qwen: Qwen3.5 Plus 2026-04-20

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

Who wins by task?

Task	Thinking Machines: Inkling	Qwen: Qwen3.5 Plus 2026-04-20
SQL Generation	125	133
Code Review	128	132
Code Completion	119	131
Code Refactoring	132	136
Unit Test Generation	116	124
Code Documentation	131	131
Regex Writing	119	119
CI/CD Pipelines	116	120
Frontend Component Design	118	122
Data Analysis	120	124
CSV / Spreadsheet Cleanup	121	133
ETL Scripting	124	128
JSON Extraction	111	131
Bulk Data Labeling	116	129
OCR / Document Parsing	123	131
Table Extraction from PDFs	123	131
Long-Document Summarization	137	137
Short-Form Summarization	115	123
Blog Post Writing	121	121

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