head-to-head

Meta: Muse Spark 1.1 vs SpaceXAI: Grok 4.5

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.

Meta: Muse Spark 1.1 SpaceXAI: Grok 4.5
Vendormetax-ai
Quality Score100100
Benchmark Score-91.2
Input Price$1.25/M$2.00/M
Output Price$4.25/M$6.00/M
Context Window1,048,576500,000
Max Output943,718450,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index-88.8
ai_index_agentic-75.4
ai_index_coding-100.0

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Muse Spark 1.1 costs $2.31 and Grok 4.5 costs $3.50, so Muse Spark 1.1 is about 1.5 times cheaper for the same work.

Muse Spark 1.1 reads up to 1,048,576 tokens at once, roughly 1,573 pages of text, against about 750 pages for Grok 4.5.

Only Muse Spark 1.1 offers video input.

Across the 20 tasks where they differ, Grok 4.5 on 20 (SQL Generation, Code Review, Code Completion and others).

Pick Muse Spark 1.1 if you need lower cost, long documents or video input; pick Grok 4.5 if you need 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 1.1SpaceXAI: Grok 4.5
SQL Generation 133 171
Code Review 132 167
Code Completion 118 120
Code Refactoring 136 164
Bug Fixing 136 180
Unit Test Generation 124 154
Code Documentation 130 142
Regex Writing 118 135
CI/CD Pipelines 120 144
Frontend Component Design 122 146
Data Analysis 124 170
CSV / Spreadsheet Cleanup 133 154
ETL Scripting 128 154
JSON Extraction 122 139
Bulk Data Labeling 120 125
OCR / Document Parsing 131 146
Table Extraction from PDFs 131 146
Long-Document Summarization 137 159
Short-Form Summarization 114 123
Blog Post Writing 121 140

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

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