head-to-head

Meta: Muse Spark Open vs OpenAI: GPT-6.1 Sol

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.

Meta: Muse Spark Open OpenAI: GPT-6.1 Sol
Vendormetaopenai
Quality Score100100
Benchmark Score63.988.8
Input Price$1.25/M$2.00/M
Output Price$4.25/M$10.00/M
Context Window1,048,5761,050,000
Max Output943,718128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-
Benchmark Scores
ai_index64.185.5

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Muse Spark Open costs $2.31 and GPT-6.1 Sol costs $4.50, so Muse Spark Open is about 1.9 times cheaper for the same work.

Both take in a similar amount of text: 1,048,576 and 1,050,000 tokens, about 1,573 and 1,575 pages.

Only Muse Spark Open offers audio input and video input.

On our blended benchmark score GPT-6.1 Sol leads 88.8 to 63.9.

Across the 20 tasks where they differ, Muse Spark Open scores higher on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others), GPT-6.1 Sol on 16 (SQL Generation, Code Review, Code Refactoring and others).

Muse Spark Open was released in October 2026 and GPT-6.1 Sol in September 2026.

Pick Muse Spark Open if you need lower cost, audio input or video input; pick GPT-6.1 Sol if you need benchmark performance or the stronger all-round task scores.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskMeta: Muse Spark OpenOpenAI: GPT-6.1 Sol
SQL Generation 141 143
Code Review 144 148
Code Completion 120 119
Code Refactoring 146 149
Bug Fixing 148 152
Unit Test Generation 131 134
Code Documentation 136 137
Regex Writing 125 126
CI/CD Pipelines 127 130
Frontend Component Design 129 132
Data Analysis 133 136
CSV / Spreadsheet Cleanup 136 136
ETL Scripting 137 140
JSON Extraction 122 121
Bulk Data Labeling 120 118
OCR / Document Parsing 134 135
Table Extraction from PDFs 134 135
Long-Document Summarization 147 150
Short-Form Summarization 118 117
Blog Post Writing 129 131

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

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