head-to-head

OpenAI: GPT-6.1 Sol Pro (batch) vs Cohere: Command A+

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-09-30.

OpenAI: GPT-6.1 Sol Pro (batch) Cohere: Command A+
Vendoropenaicohere
Quality Score100100
Benchmark Score-17.4
Input Price$1.00/M$0.30/M
Output Price$5.00/M$1.50/M
Context Window1,050,000192,000
Max Output128,00064,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index-21.7

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Command A+ costs $0.68 and GPT-6.1 Sol Pro (batch) costs $2.25, so Command A+ is about 3.3 times cheaper for the same work.

GPT-6.1 Sol Pro (batch) reads up to 1,050,000 tokens at once, roughly 1,575 pages of text, against about 288 pages for Command A+.

Across the 20 tasks where they differ, GPT-6.1 Sol Pro (batch) scores higher on 13 (SQL Generation, Code Review, Code Refactoring and others), Command A+ on 7 (Code Completion, Regex Writing, Frontend Component Design and others).

Pick GPT-6.1 Sol Pro (batch) if you need long documents; pick Command A+ if you need lower cost.

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?

TaskOpenAI: GPT-6.1 Sol Pro (batch)Cohere: Command A+
SQL Generation 133 132
Code Review 132 127
Code Completion 118 127
Code Refactoring 136 127
Bug Fixing 136 131
Unit Test Generation 124 122
Code Documentation 130 125
Regex Writing 118 121
CI/CD Pipelines 120 118
Frontend Component Design 122 124
Data Analysis 124 127
CSV / Spreadsheet Cleanup 133 126
ETL Scripting 128 122
JSON Extraction 122 131
Bulk Data Labeling 120 129
OCR / Document Parsing 131 127
Table Extraction from PDFs 131 127
Long-Document Summarization 137 128
Short-Form Summarization 114 124
Blog Post Writing 121 120

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

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