Meta: Muse Wonder vs OpenAI: GPT-6.1 Sol (batch)
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-13.
| Meta: Muse Wonder | OpenAI: GPT-6.1 Sol (batch) | |
|---|---|---|
| Vendor | meta | openai |
| Quality Score | 100 | 100 |
| Benchmark Score | 90.2 | 89.2 |
| Input Price | $4.00/M | $1.00/M |
| Output Price | $20.00/M | $5.00/M |
| Context Window | 1,048,576 | 1,050,000 |
| Max Output | 943,718 | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | ✓ | - |
| Benchmark Scores | ||
| ai_index | 86.4 | 85.5 |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, GPT-6.1 Sol (batch) costs $2.25 and Muse Wonder costs $9.00, so GPT-6.1 Sol (batch) is about 4.0 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 Wonder offers audio input and video input.
On our blended benchmark score Muse Wonder leads 90.2 to 89.2.
Across the 18 tasks where they differ, Muse Wonder scores higher on 8 (Code Review, Code Refactoring, Bug Fixing and others), GPT-6.1 Sol (batch) on 10 (SQL Generation, Code Completion, Code Documentation and others).
Muse Wonder was released in October 2026 and GPT-6.1 Sol (batch) in September 2026.
Pick Muse Wonder if you need audio input, video input or benchmark performance; pick GPT-6.1 Sol (batch) if you need lower cost.
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?
| Task | Meta: Muse Wonder | OpenAI: GPT-6.1 Sol (batch) |
|---|---|---|
| SQL Generation | 142 | 143 |
| Code Review | 148 | 148 |
| Code Completion | 116 | 120 |
| Code Refactoring | 149 | 149 |
| Bug Fixing | 152 | 152 |
| Unit Test Generation | 134 | 134 |
| Code Documentation | 135 | 138 |
| Regex Writing | 123 | 127 |
| CI/CD Pipelines | 130 | 130 |
| Frontend Component Design | 132 | 132 |
| Data Analysis | 137 | 136 |
| CSV / Spreadsheet Cleanup | 135 | 136 |
| ETL Scripting | 140 | 140 |
| JSON Extraction | 119 | 122 |
| Bulk Data Labeling | 114 | 120 |
| Long-Document Summarization | 149 | 151 |
| Short-Form Summarization | 115 | 119 |
| Blog Post Writing | 130 | 131 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →