head-to-head

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

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 Pro
Vendormetaopenai
Quality Score100100
Benchmark Score63.9-
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_index64.1-

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 Pro 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.

Across the 20 tasks where they differ, Muse Spark Open scores higher on 20 (SQL Generation, Code Review, Code Completion and others).

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

Pick Muse Spark Open if you need lower cost, audio input, video input 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 Pro
SQL Generation 141 132
Code Review 144 132
Code Completion 120 117
Code Refactoring 146 136
Bug Fixing 148 136
Unit Test Generation 131 124
Code Documentation 136 129
Regex Writing 125 117
CI/CD Pipelines 127 120
Frontend Component Design 129 122
Data Analysis 133 124
CSV / Spreadsheet Cleanup 136 132
ETL Scripting 137 128
JSON Extraction 122 121
Bulk Data Labeling 120 118
OCR / Document Parsing 134 131
Table Extraction from PDFs 134 131
Long-Document Summarization 147 136
Short-Form Summarization 118 113
Blog Post Writing 129 120

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

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