head-to-head

Thinking Machines: Inkling Small vs Meta: Muse Spark 1.1

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

Thinking Machines: Inkling Small Meta: Muse Spark 1.1
Vendorthinkingmachinesmeta
Quality Score100100
Input Price$0.45/M$1.25/M
Output Price$1.20/M$4.25/M
Context Window524,2881,048,576
Max Output262,144943,718
Tool Calling✓✓
Structured Output-✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Inkling Small costs $0.75 and Muse Spark 1.1 costs $2.31, so Inkling Small is about 3.1 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 786 pages for Inkling Small.

Only Inkling Small offers audio input; only Muse Spark 1.1 offers structured output and video input.

Across the 19 tasks where they differ, Inkling Small scores higher on 7 (Code Completion, Code Documentation, Regex Writing and others), Muse Spark 1.1 on 12 (SQL Generation, Code Review, Code Refactoring and others).

Pick Inkling Small if you need lower cost or audio input; pick Muse Spark 1.1 if you need long documents, structured output or video input.

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?

TaskThinking Machines: Inkling SmallMeta: Muse Spark 1.1
SQL Generation 125 133
Code Review 128 132
Code Completion 131 118
Code Refactoring 132 136
Unit Test Generation 116 124
Code Documentation 131 130
Regex Writing 119 118
CI/CD Pipelines 116 120
Frontend Component Design 118 122
Data Analysis 120 124
CSV / Spreadsheet Cleanup 121 133
ETL Scripting 124 128
JSON Extraction 119 122
Bulk Data Labeling 125 120
OCR / Document Parsing 123 131
Table Extraction from PDFs 123 131
Long-Document Summarization 137 137
Short-Form Summarization 123 114
Blog Post Writing 121 121

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

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