Sakana: Sakana Namazu vs OpenAI: GPT-5.6 Sol Pro
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-02.
| Sakana: Sakana Namazu | OpenAI: GPT-5.6 Sol Pro | |
|---|---|---|
| Vendor | sakana | openai |
| Quality Score | 100 | 98 |
| Input Price | $0.95/M | $4.00/M |
| Output Price | $4.00/M | $20.00/M |
| Context Window | 262,144 | 1,050,000 |
| Max Output | 65,536 | 128,000 |
| Tool Calling | ✓ | ✓ |
| Structured Output | ✓ | ✓ |
| Reasoning Mode | ✓ | ✓ |
| Vision | ✓ | ✓ |
| Audio | - | - |
The verdict
For a sample job of 1 million input tokens and 250,000 output tokens, Sakana Namazu costs $1.95 and GPT-5.6 Sol Pro costs $9.00, so Sakana Namazu is about 4.6 times cheaper for the same work.
GPT-5.6 Sol Pro reads up to 1,050,000 tokens at once, roughly 1,575 pages of text, against about 393 pages for Sakana Namazu.
Across the 20 tasks where they differ, Sakana Namazu scores higher on 10 (SQL Generation, Code Completion, Code Documentation and others), GPT-5.6 Sol Pro on 10 (Code Review, Code Refactoring, Bug Fixing and others).
Sakana Namazu was released in August 2026 and GPT-5.6 Sol Pro in July 2026.
Pick Sakana Namazu if you need lower cost; pick GPT-5.6 Sol Pro if you need long documents.
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 | Sakana: Sakana Namazu | OpenAI: GPT-5.6 Sol Pro |
|---|---|---|
| SQL Generation | 130 | 129 |
| Code Review | 126 | 130 |
| Code Completion | 128 | 113 |
| Code Refactoring | 127 | 134 |
| Bug Fixing | 130 | 134 |
| Unit Test Generation | 121 | 122 |
| Code Documentation | 125 | 125 |
| Regex Writing | 119 | 113 |
| CI/CD Pipelines | 117 | 118 |
| Frontend Component Design | 122 | 120 |
| Data Analysis | 124 | 122 |
| CSV / Spreadsheet Cleanup | 128 | 129 |
| ETL Scripting | 122 | 126 |
| JSON Extraction | 131 | 117 |
| Bulk Data Labeling | 128 | 112 |
| OCR / Document Parsing | 128 | 129 |
| Table Extraction from PDFs | 128 | 129 |
| Long-Document Summarization | 129 | 133 |
| Short-Form Summarization | 123 | 109 |
| Blog Post Writing | 118 | 117 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →