head-to-head

ByteDance Seed: Seed-2.0-Code vs Sakana: Sakana Namazu

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-27.

ByteDance Seed: Seed-2.0-Code Sakana: Sakana Namazu
Vendorbytedance-seedsakana
Quality Score100100
Input Price$0.50/M$0.95/M
Output Price$3.00/M$4.00/M
Context Window262,144262,144
Max Output131,07265,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Seed-2.0-Code costs $1.25 and Sakana Namazu costs $1.95, so Seed-2.0-Code is about 1.6 times cheaper for the same work.

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

Only Seed-2.0-Code offers video input.

Across the 10 tasks where they differ, Seed-2.0-Code scores higher on 10 (SQL Generation, Code Completion, Code Documentation and others).

Pick Seed-2.0-Code if you need lower cost, video input 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-CodeSakana: Sakana Namazu
SQL Generation 130 130
Code Completion 128 128
Code Documentation 125 125
Regex Writing 119 119
CSV / Spreadsheet Cleanup 128 128
JSON Extraction 131 131
Bulk Data Labeling 128 128
Long-Document Summarization 129 129
Short-Form Summarization 123 123
Blog Post Writing 118 118

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

Related comparisons

ByteDance Seed: Seed-2.0-Code vs Anthropic: Claude Opus 4.8 (batch) ByteDance Seed: Seed-2.0-Code vs Anthropic: Claude Opus 5 (batch) ByteDance Seed: Seed-2.0-Code vs Anthropic: Claude Sonnet 5 ByteDance Seed: Seed-2.0-Code vs Anthropic: Claude Sonnet 5 (batch) ByteDance Seed: Seed-2.0-Code vs DeepSeek: DeepSeek V4 Flash Latest ByteDance Seed: Seed-2.0-Code vs Google: Gemini 3.5 Flash ByteDance Seed: Seed-2.0-Code vs Google: Gemini 3.5 Flash Lite ByteDance Seed: Seed-2.0-Code vs Google: Gemini 3.5 Flash Lite (batch)

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.