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Anthropic Claude Haiku Latest vs Google: Gemini 3.1 Flash Lite Preview

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-05-03.

Anthropic Claude Haiku Latest Google: Gemini 3.1 Flash Lite Preview
Vendor~anthropicgoogle
Quality Score100100
Input Price$1.00/M$0.25/M
Output Price$5.00/M$1.50/M
Context Window200,0001,048,576
Max Output64,00065,536
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio-✓

Who wins by task?

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

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

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