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Meta: Muse Spark 1.1 vs Anthropic: Claude Opus 4.8 (batch)

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

Meta: Muse Spark 1.1 Anthropic: Claude Opus 4.8 (batch)
Vendormetaanthropic
Quality Score100100
Benchmark Score85.294.7
Input Price$1.25/M$2.50/M
Output Price$4.25/M$12.50/M
Context Window1,048,5761,000,000
Max Output-128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index87.894.6
ai_index_agentic65.681.5
ai_index_coding100.0100.0
eqbench-83.3

Who wins by task?

TaskMeta: Muse Spark 1.1Anthropic: Claude Opus 4.8 (batch)
SQL Generation 170 178
Code Review 166 179
Code Completion 120 121
Code Refactoring 163 176
Bug Fixing 178 193
Unit Test Generation 153 161
Code Documentation 142 148
Regex Writing 135 138
CI/CD Pipelines 144 151
Frontend Component Design 146 151
Data Analysis 168 178
CSV / Spreadsheet Cleanup 153 158
ETL Scripting 153 164
JSON Extraction 139 138
Bulk Data Labeling 126 123
OCR / Document Parsing 146 149
Table Extraction from PDFs 146 149
Long-Document Summarization 159 171
Short-Form Summarization 123 123
Blog Post Writing 139 146

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

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