head-to-head

ByteDance Seed: Seed-2.0-Lite vs Qwen: Qwen3.5-9B

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-07.

ByteDance Seed: Seed-2.0-Lite Qwen: Qwen3.5-9B
Vendorbytedance-seedqwen
Quality Score100100
Benchmark Score-31.3
Input Price$0.25/M$0.17/M
Output Price$2.00/M$0.25/M
Context Window262,144262,144
Max Output131,072235,929
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index-35.4
ai_index_agentic-12.2
ai_index_coding-47.3

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Qwen3.5-9B costs $0.23 and Seed-2.0-Lite costs $0.75, so Qwen3.5-9B is about 3.2 times cheaper for the same work.

Both read up to 262,144 tokens at once, roughly 393 pages of text.

Across the 20 tasks where they differ, Qwen3.5-9B on 20 (SQL Generation, Code Review, Code Completion and others).

Pick Qwen3.5-9B if you need lower cost or the stronger all-round task scores.

Costs use current list prices per million tokens; page counts assume about 0.75 words per token and 500 words per page.

Who wins by task?

TaskByteDance Seed: Seed-2.0-LiteQwen: Qwen3.5-9B
SQL Generation 131 145
Code Review 126 139
Code Completion 128 129
Code Refactoring 127 138
Bug Fixing 130 145
Unit Test Generation 121 133
Code Documentation 126 130
Regex Writing 119 126
CI/CD Pipelines 117 126
Frontend Component Design 122 131
Data Analysis 124 140
CSV / Spreadsheet Cleanup 128 137
ETL Scripting 122 132
JSON Extraction 131 139
Bulk Data Labeling 129 132
OCR / Document Parsing 128 135
Table Extraction from PDFs 128 135
Long-Document Summarization 129 138
Short-Form Summarization 123 127
Blog Post Writing 119 126

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

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