head-to-head

Anthropic: Claude Sonnet 5.5 (batch) vs Qwen: Qwen3.8 Max Prime

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-29.

Anthropic: Claude Sonnet 5.5 (batch) Qwen: Qwen3.8 Max Prime
Vendoranthropicqwen
Quality Score100100
Benchmark Score97.0-
Input Price$1.00/M$4.00/M
Output Price$5.00/M$12.00/M
Context Window1,000,0001,000,000
Max Output128,000131,072
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index92.4-

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Claude Sonnet 5.5 (batch) costs $2.25 and Qwen3.8 Max Prime costs $7.00, so Claude Sonnet 5.5 (batch) is about 3.1 times cheaper for the same work.

Both read up to 1,000,000 tokens at once, roughly 1,500 pages of text.

Only Qwen3.8 Max Prime offers video input.

Across the 20 tasks where they differ, Claude Sonnet 5.5 (batch) scores higher on 20 (SQL Generation, Code Review, Code Completion and others).

Pick Claude Sonnet 5.5 (batch) if you need lower cost or the stronger all-round task scores; pick Qwen3.8 Max Prime if you need video input.

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?

TaskAnthropic: Claude Sonnet 5.5 (batch)Qwen: Qwen3.8 Max Prime
SQL Generation 144 132
Code Review 149 132
Code Completion 120 116
Code Refactoring 150 136
Bug Fixing 153 136
Unit Test Generation 135 124
Code Documentation 139 128
Regex Writing 128 116
CI/CD Pipelines 131 120
Frontend Component Design 133 122
Data Analysis 137 124
CSV / Spreadsheet Cleanup 137 132
ETL Scripting 140 128
JSON Extraction 122 120
Bulk Data Labeling 120 117
OCR / Document Parsing 135 131
Table Extraction from PDFs 135 131
Long-Document Summarization 152 136
Short-Form Summarization 119 112
Blog Post Writing 132 120

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

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