head-to-head

PrismML: Ternary Bonsai 2 9B vs OpenAI: GPT-6.1 Sol Pro

Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-11-02.

PrismML: Ternary Bonsai 2 9B OpenAI: GPT-6.1 Sol Pro
Vendorprism-mlopenai
Quality Score100100
Input Price$0.08/M$2.00/M
Output Price$0.13/M$10.00/M
Context Window262,1441,050,000
Max Output65,536128,000
Tool Calling✓✓
Structured Output✓✓
Reasoning Mode✓✓
Vision✓✓
Audio--

The verdict

For a sample job of 1 million input tokens and 250,000 output tokens, Ternary Bonsai 2 9B costs $0.11 and GPT-6.1 Sol Pro costs $4.50, so Ternary Bonsai 2 9B is about 40.0 times cheaper for the same work.

GPT-6.1 Sol Pro reads up to 1,050,000 tokens at once, roughly 1,575 pages of text, against about 393 pages for Ternary Bonsai 2 9B.

Across the 18 tasks where they differ, Ternary Bonsai 2 9B scores higher on 5 (Code Completion, Regex Writing, JSON Extraction and others), GPT-6.1 Sol Pro on 13 (SQL Generation, Code Review, Code Refactoring and others).

Ternary Bonsai 2 9B was released in October 2026 and GPT-6.1 Sol Pro in September 2026.

Pick Ternary Bonsai 2 9B if you need lower cost; pick GPT-6.1 Sol Pro if you need long documents or 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?

TaskPrismML: Ternary Bonsai 2 9BOpenAI: GPT-6.1 Sol Pro
SQL Generation 131 132
Code Review 126 132
Code Completion 129 117
Code Refactoring 127 136
Bug Fixing 130 136
Unit Test Generation 121 124
Code Documentation 126 129
Regex Writing 120 117
CI/CD Pipelines 117 120
CSV / Spreadsheet Cleanup 128 132
ETL Scripting 122 128
JSON Extraction 132 121
Bulk Data Labeling 129 118
OCR / Document Parsing 128 131
Table Extraction from PDFs 128 131
Long-Document Summarization 129 136
Short-Form Summarization 124 113
Blog Post Writing 119 120

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

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