head-to-head

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

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

OpenAI: GPT-6.1 Terra PrismML: Ternary Bonsai 2 9B
Vendoropenaiprism-ml
Quality Score100100
Input Price$1.00/M$0.08/M
Output Price$5.00/M$0.13/M
Context Window1,050,000262,144
Max Output128,00065,536
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 Terra costs $2.25, so Ternary Bonsai 2 9B is about 20.0 times cheaper for the same work.

GPT-6.1 Terra 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, GPT-6.1 Terra scores higher on 13 (SQL Generation, Code Review, Code Refactoring and others), Ternary Bonsai 2 9B on 5 (Code Completion, Regex Writing, JSON Extraction and others).

Pick GPT-6.1 Terra if you need long documents or the stronger all-round task scores; pick Ternary Bonsai 2 9B 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 TerraPrismML: Ternary Bonsai 2 9B
SQL Generation 133 131
Code Review 132 126
Code Completion 118 129
Code Refactoring 136 127
Bug Fixing 136 130
Unit Test Generation 124 121
Code Documentation 130 126
Regex Writing 118 120
CI/CD Pipelines 120 117
CSV / Spreadsheet Cleanup 133 128
ETL Scripting 128 122
JSON Extraction 122 132
Bulk Data Labeling 120 129
OCR / Document Parsing 131 128
Table Extraction from PDFs 131 128
Long-Document Summarization 137 129
Short-Form Summarization 114 124
Blog Post Writing 121 119

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

Related comparisons

Particle AI: Particle-1 vs OpenAI: GPT-6.1 Terra Particle AI: Particle-1 vs PrismML: Ternary Bonsai 2 9B OpenAI: GPT-6.1 Terra Pro vs OpenAI: GPT-6.1 Terra OpenAI: GPT-6.1 Terra Pro vs PrismML: Ternary Bonsai 2 9B OpenAI: GPT-6.1 Terra Pro (batch) vs OpenAI: GPT-6.1 Terra OpenAI: GPT-6.1 Terra Pro (batch) vs PrismML: Ternary Bonsai 2 9B OpenAI: GPT-6.1 Terra vs OpenAI: GPT-6.1 Terra (batch) OpenAI: GPT-6.1 Terra vs MoonshotAI: Kimi K3.1 Pro

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.