head-to-head

DeepSeek: DeepSeek V4.1 Flash 1017 vs Anthropic: Claude Haiku 5.5

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.

DeepSeek: DeepSeek V4.1 Flash 1017 Anthropic: Claude Haiku 5.5
Vendordeepseekanthropic
Quality Score100100
Benchmark Score-72.6
Input Price$0.15/M$0.10/M
Output Price$0.60/M$0.50/M
Context Window1,048,5761,000,000
Max Output393,216128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index-71.6

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Claude Haiku 5.5 costs $0.23 and DeepSeek V4.1 Flash 1017 costs $0.30, so Claude Haiku 5.5 is about 1.3 times cheaper for the same work.

Both take in a similar amount of text: 1,048,576 and 1,000,000 tokens, about 1,573 and 1,500 pages.

Across the 19 tasks where they differ, Claude Haiku 5.5 on 19 (SQL Generation, Code Review, Code Completion and others).

Pick Claude Haiku 5.5 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?

TaskDeepSeek: DeepSeek V4.1 Flash 1017Anthropic: Claude Haiku 5.5
SQL Generation 133 142
Code Review 132 145
Code Completion 131 133
Code Refactoring 136 147
Bug Fixing 136 149
Unit Test Generation 124 132
Code Documentation 131 138
Regex Writing 119 127
CI/CD Pipelines 120 128
Frontend Component Design 122 130
Data Analysis 124 134
CSV / Spreadsheet Cleanup 133 136
ETL Scripting 128 138
JSON Extraction 131 131
OCR / Document Parsing 131 134
Table Extraction from PDFs 131 134
Long-Document Summarization 137 149
Short-Form Summarization 123 127
Blog Post Writing 121 130

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

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