head-to-head

OpenAI: GPT-6.1 Sol vs OpenAI: GPT Sol Latest

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

OpenAI: GPT-6.1 Sol OpenAI: GPT Sol Latest
Vendoropenai~openai
Quality Score100100
Benchmark Score89.2-
Input Price$2.00/M$2.00/M
Output Price$10.00/M$10.00/M
Context Window1,050,0001,050,000
Max Output128,000128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--
Benchmark Scores
ai_index85.5-

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, both cost $4.50 at current list prices.

Both read up to 1,050,000 tokens at once, roughly 1,575 pages of text.

Across the 18 tasks where they differ, GPT-6.1 Sol scores higher on 18 (SQL Generation, Code Review, Code Completion and others).

Pick GPT-6.1 Sol if you need 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?

TaskOpenAI: GPT-6.1 SolOpenAI: GPT Sol Latest
SQL Generation 143 132
Code Review 148 132
Code Completion 119 117
Code Refactoring 149 136
Bug Fixing 152 136
Unit Test Generation 134 124
Code Documentation 137 129
Regex Writing 126 117
CI/CD Pipelines 130 120
Frontend Component Design 132 122
Data Analysis 136 124
CSV / Spreadsheet Cleanup 136 132
ETL Scripting 140 128
OCR / Document Parsing 135 131
Table Extraction from PDFs 135 131
Long-Document Summarization 150 136
Short-Form Summarization 117 113
Blog Post Writing 131 120

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

Related comparisons

OpenAI: GPT-6.1 Sol Pro vs OpenAI: GPT-6.1 Sol OpenAI: GPT-6.1 Sol Pro vs OpenAI: GPT Sol Latest OpenAI: GPT-6.1 Sol Pro (batch) vs OpenAI: GPT-6.1 Sol OpenAI: GPT-6.1 Sol Pro (batch) vs OpenAI: GPT Sol Latest OpenAI: GPT-6.1 Sol vs OpenAI: GPT-6.1 Sol (batch) OpenAI: GPT-6.1 Sol vs Anthropic: Claude Sonnet 5.5 OpenAI: GPT-6.1 Sol vs Anthropic: Claude Sonnet 5.5 (batch) OpenAI: GPT-6.1 Sol vs Qwen: Qwen3.8 Max Prime

The Model Movers Report

One email every Friday, built from this site's own rankings: the current top five by benchmark score, every model released in the last seven days, and one note worked out from that week's numbers. You can unsubscribe from any issue with one click.