OpenAI: GPT-6 Sol vs PrismML: Ternary Bonsai 2 27B
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-13.
| OpenAI: GPT-6 Sol | PrismML: Ternary Bonsai 2 27B | |
|---|---|---|
| Vendor | openai | prism-ml |
| Quality Score | 100 | 100 |
| Benchmark Score | 81.4 | - |
| Input Price | $2.00/M | $0.07/M |
| Output Price | $10.00/M | $0.50/M |
| Context Window | 1,050,000 | 262,144 |
| Max Output | 128,000 | 32,768 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
| Benchmark Scores | ||
| ai_index | 78.6 | - |
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 Sol costs $4.50, so Ternary Bonsai 2 27B is about 22.5 times cheaper for the same work.
GPT-6 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 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 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?
| Task | OpenAI: GPT-6 Sol | PrismML: Ternary Bonsai 2 27B |
|---|---|---|
| SQL Generation | 142 | 131 |
| Code Review | 146 | 126 |
| Code Completion | 119 | 129 |
| Code Refactoring | 148 | 127 |
| Bug Fixing | 150 | 130 |
| Unit Test Generation | 133 | 121 |
| Code Documentation | 136 | 126 |
| Regex Writing | 125 | 119 |
| CI/CD Pipelines | 129 | 117 |
| Frontend Component Design | 131 | 122 |
| Data Analysis | 135 | 124 |
| CSV / Spreadsheet Cleanup | 135 | 128 |
| ETL Scripting | 139 | 122 |
| JSON Extraction | 121 | 131 |
| Bulk Data Labeling | 118 | 129 |
| OCR / Document Parsing | 134 | 128 |
| Table Extraction from PDFs | 134 | 128 |
| Long-Document Summarization | 149 | 129 |
| Short-Form Summarization | 117 | 123 |
| Blog Post Writing | 130 | 119 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →