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Meta: Muse Spark 1.2 vs Thinking Machines: Inkling

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-23.

Meta: Muse Spark 1.2 Thinking Machines: Inkling
Vendormetathinkingmachines
Quality Score100100
Benchmark Score66.539.4
Input Price$1.25/M$1.00/M
Output Price$4.25/M$4.05/M
Context Window1,048,5761,048,576
Max Output943,718471,859
Tool Calling✓✓
Structured Output✓-
Reasoning Mode✓✓
Vision✓✓
Audio✓✓
Benchmark Scores
ai_index65.341.2

Who wins by task?

TaskMeta: Muse Spark 1.2Thinking Machines: Inkling
SQL Generation 141 130
Code Review 144 135
Code Completion 120 119
Code Refactoring 146 138
Bug Fixing 148 143
Unit Test Generation 131 120
Code Documentation 136 134
Regex Writing 125 123
CI/CD Pipelines 127 120
Frontend Component Design 129 122
Data Analysis 133 126
CSV / Spreadsheet Cleanup 136 123
ETL Scripting 137 129
JSON Extraction 122 111
Bulk Data Labeling 120 116
OCR / Document Parsing 134 125
Table Extraction from PDFs 134 125
Long-Document Summarization 147 144
Short-Form Summarization 118 117
Blog Post Writing 129 126

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

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