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

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-06-22.

Google: Gemma 4 31B ByteDance Seed: Seed-2.0-Lite
Vendorgooglebytedance-seed
Quality Score100100
Benchmark Score56.4-
Input Price$0.12/M$0.25/M
Output Price$0.35/M$2.00/M
Context Window262,144262,144
Max Output262,144131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index48.4-
ai_index_agentic23.8-
ai_index_coding71.7-
eqbench70.8-

Who wins by task?

TaskGoogle: Gemma 4 31BByteDance Seed: Seed-2.0-Lite
SQL Generation 157 131
Code Review 154 126
Code Completion 132 128
Code Refactoring 152 127
Bug Fixing 161 130
Unit Test Generation 143 121
Code Documentation 138 126
Regex Writing 131 119
CI/CD Pipelines 136 117
Frontend Component Design 138 122
Data Analysis 152 124
CSV / Spreadsheet Cleanup 146 128
ETL Scripting 144 122
JSON Extraction 143 131
Bulk Data Labeling 133 129
OCR / Document Parsing 140 128
Table Extraction from PDFs 140 128
Long-Document Summarization 150 129
Short-Form Summarization 129 123
Blog Post Writing 134 119

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

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