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Thinking Machines: Inkling vs Mistral: Mistral Medium 3.5

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-18.

Thinking Machines: Inkling Mistral: Mistral Medium 3.5
Vendorthinkingmachinesmistralai
Quality Score100100
Benchmark Score-53.0
Input Price$1.00/M$1.50/M
Output Price$4.05/M$7.50/M
Context Window1,048,576262,144
Max Output--
Tool Calling✓✓
Structured Output-✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index-49.4
ai_index_agentic-31.3
ai_index_coding-77.4

Who wins by task?

TaskThinking Machines: InklingMistral: Mistral Medium 3.5
SQL Generation 125 153
Code Review 128 147
Code Completion 119 116
Code Refactoring 132 144
Bug Fixing 136 155
Unit Test Generation 116 140
Code Documentation 131 131
Regex Writing 119 128
CI/CD Pipelines 116 132
Frontend Component Design 118 137
Data Analysis 120 151
CSV / Spreadsheet Cleanup 121 142
ETL Scripting 124 138
JSON Extraction 111 134
Bulk Data Labeling 116 123
OCR / Document Parsing 123 139
Table Extraction from PDFs 123 139
Long-Document Summarization 137 141
Short-Form Summarization 115 119
Blog Post Writing 121 129

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

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