head-to-head

OpenAI: GPT-6.1 Sol vs PrismML: Ternary Bonsai 2 27B

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

OpenAI: GPT-6.1 Sol PrismML: Ternary Bonsai 2 27B
Vendoropenaiprism-ml
Quality Score100100
Benchmark Score89.2-
Input Price$2.00/M$0.07/M
Output Price$10.00/M$0.50/M
Context Window1,050,000262,144
Max Output128,00032,768
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, Ternary Bonsai 2 27B costs $0.20 and GPT-6.1 Sol costs $4.50, so Ternary Bonsai 2 27B is about 22.5 times cheaper for the same work.

GPT-6.1 Sol reads up to 1,050,000 tokens at once, roughly 1,575 pages of text, against about 393 pages for Ternary Bonsai 2 27B.

Across the 20 tasks where they differ, GPT-6.1 Sol scores higher on 16 (SQL Generation, Code Review, Code Refactoring and others), Ternary Bonsai 2 27B on 4 (Code Completion, JSON Extraction, Bulk Data Labeling and others).

Pick GPT-6.1 Sol if you need long documents or the stronger all-round task scores; pick Ternary Bonsai 2 27B 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 SolPrismML: Ternary Bonsai 2 27B
SQL Generation 143 131
Code Review 148 126
Code Completion 119 129
Code Refactoring 149 127
Bug Fixing 152 130
Unit Test Generation 134 121
Code Documentation 137 126
Regex Writing 126 119
CI/CD Pipelines 130 117
Frontend Component Design 132 122
Data Analysis 136 124
CSV / Spreadsheet Cleanup 136 128
ETL Scripting 140 122
JSON Extraction 121 131
Bulk Data Labeling 118 129
OCR / Document Parsing 135 128
Table Extraction from PDFs 135 128
Long-Document Summarization 150 129
Short-Form Summarization 117 123
Blog Post Writing 131 119

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 PrismML: Ternary Bonsai 2 27B OpenAI: GPT-6.1 Sol Pro (batch) vs OpenAI: GPT-6.1 Sol OpenAI: GPT-6.1 Sol Pro (batch) vs PrismML: Ternary Bonsai 2 27B 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.