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ByteDance Seed: Seed-2.0-Lite vs OpenAI: GPT-5.4

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

ByteDance Seed: Seed-2.0-Lite OpenAI: GPT-5.4
Vendorbytedance-seedopenai
Quality Score100100
Benchmark Score-94.2
Input Price$0.25/M$2.50/M
Output Price$2.00/M$15.00/M
Context Window262,1441,050,000
Max Output131,072128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index-84.8
ai_index_agentic-100.0
ai_index_coding-94.5
eqbench-82.4

Who wins by task?

TaskByteDance Seed: Seed-2.0-LiteOpenAI: GPT-5.4
SQL Generation 131 178
Code Review 126 178
Code Completion 128 120
Code Refactoring 127 175
Bug Fixing 130 194
Unit Test Generation 121 161
Code Documentation 126 147
Regex Writing 119 138
CI/CD Pipelines 117 151
Frontend Component Design 122 151
Data Analysis 124 179
CSV / Spreadsheet Cleanup 128 157
ETL Scripting 122 163
JSON Extraction 131 137
Bulk Data Labeling 129 122
OCR / Document Parsing 128 149
Table Extraction from PDFs 128 149
Long-Document Summarization 129 170
Short-Form Summarization 123 123
Blog Post Writing 119 146

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

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