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Anthropic: Claude Opus 4.8 (batch) vs OpenAI GPT Mini Latest

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-07-29.

Anthropic: Claude Opus 4.8 (batch) OpenAI GPT Mini Latest
Vendoranthropic~openai
Quality Score100100
Benchmark Score94.3-
Input Price$2.50/M$0.75/M
Output Price$12.50/M$4.50/M
Context Window1,000,000400,000
Max Output128,000128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index91.9-
ai_index_agentic77.8-
ai_index_coding100.0-
eqbench83.3-

Who wins by task?

TaskAnthropic: Claude Opus 4.8 (batch)OpenAI GPT Mini Latest
SQL Generation 177 133
Code Review 178 132
Code Completion 121 130
Code Refactoring 176 136
Bug Fixing 191 136
Unit Test Generation 161 124
Code Documentation 148 130
Regex Writing 138 119
CI/CD Pipelines 151 120
Frontend Component Design 150 122
Data Analysis 176 124
CSV / Spreadsheet Cleanup 158 133
ETL Scripting 163 128
JSON Extraction 138 130
Bulk Data Labeling 123 128
OCR / Document Parsing 149 131
Table Extraction from PDFs 149 131
Long-Document Summarization 170 137
Short-Form Summarization 123 123
Blog Post Writing 146 121

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

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