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Thinking Machines: Inkling vs Meta: Muse Spark 1.1

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-04.

Thinking Machines: Inkling Meta: Muse Spark 1.1
Vendorthinkingmachinesmeta
Quality Score100100
Benchmark Score70.184.7
Input Price$1.00/M$1.25/M
Output Price$4.05/M$4.25/M
Context Window1,048,5761,048,576
Max Output471,859943,718
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓✓
Benchmark Scores
ai_index69.887.8
ai_index_agentic56.365.6
ai_index_coding85.9100.0

Who wins by task?

TaskThinking Machines: InklingMeta: Muse Spark 1.1
SQL Generation 164 170
Code Review 160 166
Code Completion 120 120
Code Refactoring 158 163
Bug Fixing 171 178
Unit Test Generation 148 153
Code Documentation 140 142
Regex Writing 132 135
CI/CD Pipelines 140 144
Frontend Component Design 142 146
Data Analysis 161 168
CSV / Spreadsheet Cleanup 150 153
ETL Scripting 149 153
JSON Extraction 137 139
Bulk Data Labeling 125 126
OCR / Document Parsing 144 146
Table Extraction from PDFs 144 146
Long-Document Summarization 155 159
Short-Form Summarization 121 123
Blog Post Writing 136 139

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

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