picksbymodel Get API access →
head-to-head

Meta: Muse Spark 1.2 vs Thinking Machines: Inkling

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-08-13.

Meta: Muse Spark 1.2 Thinking Machines: Inkling
Vendormetathinkingmachines
Quality Score100100
Benchmark Score92.470.5
Input Price$1.25/M$0.95/M
Output Price$4.25/M$4.05/M
Context Window1,048,5761,048,576
Max Output-262,144
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓✓
Benchmark Scores
ai_index93.769.8
ai_index_agentic81.456.3
ai_index_coding100.085.9

Who wins by task?

TaskMeta: Muse Spark 1.2Thinking Machines: Inkling
SQL Generation 173 164
Code Review 168 160
Code Completion 120 132
Code Refactoring 165 158
Bug Fixing 182 171
Unit Test Generation 155 148
Code Documentation 143 140
Regex Writing 137 132
CI/CD Pipelines 145 140
Frontend Component Design 147 142
Data Analysis 173 161
CSV / Spreadsheet Cleanup 154 150
ETL Scripting 155 149
JSON Extraction 140 145
Bulk Data Labeling 126 133
OCR / Document Parsing 147 144
Table Extraction from PDFs 147 144
Long-Document Summarization 161 155
Short-Form Summarization 124 129
Blog Post Writing 141 136

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

Related comparisons

ByteDance Seed: Seed 2.1 Turbo vs Meta: Muse Spark 1.2 ByteDance Seed: Seed 2.1 Turbo vs Thinking Machines: Inkling ByteDance Seed: Seed-2.0-Code vs Meta: Muse Spark 1.2 ByteDance Seed: Seed-2.0-Code vs Thinking Machines: Inkling SpaceXAI: Grok 4.6 vs Meta: Muse Spark 1.2 SpaceXAI: Grok 4.6 vs Thinking Machines: Inkling Sakana: Sakana Namazu vs Meta: Muse Spark 1.2 Sakana: Sakana Namazu vs Thinking Machines: Inkling