Elorian: Glimpse vs Xiaomi: MiMo-V2.6-Pro-UltraSpeed
Side-by-side comparison of specs, pricing, benchmark scores, and task rankings. Updated 2026-10-19.
| Elorian: Glimpse | Xiaomi: MiMo-V2.6-Pro-UltraSpeed | |
|---|---|---|
| Vendor | elorian | xiaomi |
| Quality Score | 100 | 100 |
| Input Price | $0.60/M | $4.35/M |
| Output Price | $3.00/M | $8.70/M |
| Context Window | 262,144 | 1,048,576 |
| Max Output | 256,000 | 131,072 |
| 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 MiMo-V2.6-Pro-UltraSpeed costs $6.52, so Glimpse is about 4.8 times cheaper for the same work.
MiMo-V2.6-Pro-UltraSpeed reads up to 1,048,576 tokens at once, roughly 1,573 pages of text, against about 393 pages for Glimpse.
Only MiMo-V2.6-Pro-UltraSpeed offers audio input.
Across the 18 tasks where they differ, Glimpse scores higher on 5 (Code Completion, Regex Writing, JSON Extraction and others), MiMo-V2.6-Pro-UltraSpeed on 13 (SQL Generation, Code Review, Code Refactoring and others).
Glimpse was released in October 2026 and MiMo-V2.6-Pro-UltraSpeed in September 2026.
Pick Glimpse if you need lower cost; pick MiMo-V2.6-Pro-UltraSpeed if you need long documents, audio input 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 | Xiaomi: MiMo-V2.6-Pro-UltraSpeed |
|---|---|---|
| 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 →