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Google: Gemini 3.1 Flash Lite vs Anthropic Claude Haiku Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-05-15.

Google: Gemini 3.1 Flash Lite Anthropic Claude Haiku Latest
Vendorgoogle~anthropic
Quality Score100100
Input Price$0.25/M$1.00/M
Output Price$1.50/M$5.00/M
Context Window1,048,576200,000
Max Output65,53664,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio✓-

Who wins by task?

TaskGoogle: Gemini 3.1 Flash LiteAnthropic Claude Haiku Latest
SQL Generation 133 129
Code Review 132 124
Code Completion 131 114
Code Refactoring 136 124
Bug Fixing 136 128
Unit Test Generation 124 120
Code Documentation 131 122
Regex Writing 119 118
CI/CD Pipelines 120 116
CSV / Spreadsheet Cleanup 133 125
ETL Scripting 128 120
JSON Extraction 131 122
Bulk Data Labeling 129 120
OCR / Document Parsing 131 127
Table Extraction from PDFs 131 127
Long-Document Summarization 137 125
Short-Form Summarization 123 114
Blog Post Writing 121 117

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

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