Elorian: Glimpse vs OpenAI: GPT-6.1 Sol Pro
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.
| Elorian: Glimpse | OpenAI: GPT-6.1 Sol Pro | |
|---|---|---|
| Vendor | elorian | openai |
| Quality Score | 100 | 100 |
| Input Price | $0.60/M | $2.00/M |
| Output Price | $3.00/M | $10.00/M |
| Context Window | 262,144 | 1,050,000 |
| Max Output | 256,000 | 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, Glimpse costs $1.35 and GPT-6.1 Sol Pro costs $4.50, so Glimpse is about 3.3 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 Glimpse.
Only Glimpse offers video input.
Across the 18 tasks where they differ, Glimpse 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).
Glimpse was released in October 2026 and GPT-6.1 Sol Pro in September 2026.
Pick Glimpse if you need lower cost or video input; 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?
| Task | Elorian: Glimpse | OpenAI: GPT-6.1 Sol Pro |
|---|---|---|
| SQL Generation | 130 | 132 |
| Code Review | 126 | 132 |
| Code Completion | 128 | 117 |
| Code Refactoring | 127 | 136 |
| Bug Fixing | 130 | 136 |
| Unit Test Generation | 121 | 124 |
| Code Documentation | 125 | 129 |
| Regex Writing | 119 | 117 |
| CI/CD Pipelines | 117 | 120 |
| CSV / Spreadsheet Cleanup | 128 | 132 |
| ETL Scripting | 122 | 128 |
| JSON Extraction | 131 | 121 |
| Bulk Data Labeling | 128 | 118 |
| OCR / Document Parsing | 128 | 131 |
| Table Extraction from PDFs | 128 | 131 |
| Long-Document Summarization | 129 | 136 |
| Short-Form Summarization | 123 | 113 |
| Blog Post Writing | 118 | 120 |
Scores reflect capability match + benchmark data + pricing for each task. Methodology →