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MoonshotAI: Kimi K2.6 vs ByteDance Seed: Seed-2.0-Mini

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-18.

MoonshotAI: Kimi K2.6 ByteDance Seed: Seed-2.0-Mini
Vendormoonshotaibytedance-seed
Quality Score100100
Benchmark Score84.0-
Input Price$0.68/M$0.10/M
Output Price$3.41/M$0.40/M
Context Window262,144262,144
Max Output262,142131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index70.7-
ai_index_agentic100.0-
ai_index_coding77.7-
eqbench76.6-

Who wins by task?

TaskMoonshotAI: Kimi K2.6ByteDance Seed: Seed-2.0-Mini
SQL Generation 171 131
Code Review 167 126
Code Completion 132 129
Code Refactoring 163 127
Bug Fixing 183 130
Unit Test Generation 154 121
Code Documentation 142 126
Regex Writing 138 119
CI/CD Pipelines 145 117
Frontend Component Design 147 122
Data Analysis 174 124
CSV / Spreadsheet Cleanup 150 128
ETL Scripting 154 122
JSON Extraction 145 131
Bulk Data Labeling 133 129
OCR / Document Parsing 143 128
Table Extraction from PDFs 143 128
Long-Document Summarization 159 129
Short-Form Summarization 132 123
Blog Post Writing 141 119

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

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