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MoonshotAI: Kimi K2.7 Code vs ByteDance Seed: Seed-2.0-Lite

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-20.

MoonshotAI: Kimi K2.7 Code ByteDance Seed: Seed-2.0-Lite
Vendormoonshotaibytedance-seed
Quality Score100100
Benchmark Score74.3-
Input Price$0.61/M$0.25/M
Output Price$3.07/M$2.00/M
Context Window262,144262,144
Max Output262,144131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index69.2-
ai_index_agentic48.8-
ai_index_coding100.0-

Who wins by task?

TaskMoonshotAI: Kimi K2.7 CodeByteDance Seed: Seed-2.0-Lite
SQL Generation 163 131
Code Review 155 126
Code Completion 129 128
Code Refactoring 151 127
Bug Fixing 165 130
Unit Test Generation 147 121
Code Documentation 135 126
Regex Writing 133 119
CI/CD Pipelines 138 117
Frontend Component Design 142 122
Data Analysis 162 124
CSV / Spreadsheet Cleanup 147 128
ETL Scripting 144 122
JSON Extraction 147 131
Bulk Data Labeling 134 129
OCR / Document Parsing 142 128
Table Extraction from PDFs 142 128
Long-Document Summarization 147 129
Short-Form Summarization 130 123
Blog Post Writing 134 119

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

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