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Google: Gemma 4 31B vs ByteDance Seed: Seed-2.0-Mini

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

Google: Gemma 4 31B ByteDance Seed: Seed-2.0-Mini
Vendorgooglebytedance-seed
Quality Score100100
Benchmark Score64.8-
Input Price$0.12/M$0.10/M
Output Price$0.35/M$0.40/M
Context Window262,144262,144
Max Output262,144131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index48.4-
ai_index_agentic67.6-
ai_index_coding63.9-
eqbench70.8-

Who wins by task?

TaskGoogle: Gemma 4 31BByteDance Seed: Seed-2.0-Mini
SQL Generation 162 131
Code Review 158 126
Code Completion 132 129
Code Refactoring 155 127
Bug Fixing 170 130
Unit Test Generation 146 121
Code Documentation 139 126
Regex Writing 134 119
CI/CD Pipelines 138 117
Frontend Component Design 141 122
Data Analysis 161 124
CSV / Spreadsheet Cleanup 146 128
ETL Scripting 146 122
JSON Extraction 143 131
Bulk Data Labeling 133 129
OCR / Document Parsing 140 128
Table Extraction from PDFs 140 128
Long-Document Summarization 153 129
Short-Form Summarization 131 123
Blog Post Writing 136 119

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

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