picksbymodel Get API access →
head-to-head

MoonshotAI: Kimi K3 (batch) vs Meta: Muse Spark 1.1

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-04.

MoonshotAI: Kimi K3 (batch) Meta: Muse Spark 1.1
Vendormoonshotaimeta
Quality Score100100
Benchmark Score96.284.7
Input Price$3.00/M$1.25/M
Output Price$15.00/M$4.25/M
Context Window1,048,5761,048,576
Max Output943,718943,718
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio-✓
Benchmark Scores
ai_index98.587.8
ai_index_agentic89.565.6
ai_index_coding100.0100.0

Who wins by task?

TaskMoonshotAI: Kimi K3 (batch)Meta: Muse Spark 1.1
SQL Generation 173 170
Code Review 170 166
Code Completion 118 120
Code Refactoring 167 163
Bug Fixing 185 178
Unit Test Generation 157 153
Code Documentation 141 142
CI/CD Pipelines 147 144
Frontend Component Design 149 146
Data Analysis 175 168
CSV / Spreadsheet Cleanup 153 153
ETL Scripting 157 153
JSON Extraction 138 139
Bulk Data Labeling 122 126
OCR / Document Parsing 147 146
Table Extraction from PDFs 147 146
Long-Document Summarization 161 159
Short-Form Summarization 122 123
Blog Post Writing 141 139

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

Related comparisons

Meta: Muse Spark 1.3 Contributor vs MoonshotAI: Kimi K3 (batch) Meta: Muse Spark 1.3 Contributor vs Meta: Muse Spark 1.1 Meta: Muse Spark 1.3 vs MoonshotAI: Kimi K3 (batch) Meta: Muse Spark 1.3 vs Meta: Muse Spark 1.1 Google: Gemini 3.8 Flash vs MoonshotAI: Kimi K3 (batch) Google: Gemini 3.8 Flash vs Meta: Muse Spark 1.1 Google: Gemini 3.8 Flash (batch) vs MoonshotAI: Kimi K3 (batch) Google: Gemini 3.8 Flash (batch) vs Meta: Muse Spark 1.1