Model decision surface
Compare AI models
Start with Gemini 3.1 Pro Preview and Qwen3.8 27B, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
Gemini 3.1 Pro Preview vs Qwen3.8 27B
Live dataset updated 8/17/2026, 11:13:20 PM UTC
Open 1200×630 evidence receipt| Field | Gemini 3.1 Pro Preview | Qwen3.8 27B Qwen |
|---|---|---|
| ModelCap position | #7 | #16 |
| Index score | 78.2 | 69.6 |
| Evidence | Measured4 public benchmark observations across 4 boards | Measured1 public benchmark observation across 1 board |
| Input / 1M | $2.00 | $0.45 |
| Output / 1M | $12.00 | $3.20 |
| Pricing status | fresh | fresh |
| Context | 1M | 262K |
| Providers | 2 | 3 |
| Weight access | API only | Open weights |
Decision facts
- Gemini 3.1 Pro Preview is #7; Qwen3.8 27B is #16 on the same current language board.
- Index scores are 78.2 for Gemini 3.1 Pro Preview and 69.6 for Qwen3.8 27B.
- Both positions use Measured evidence.
- Listed output price per 1M tokens is $12.00 for Gemini 3.1 Pro Preview and $3.20 for Qwen3.8 27B.
- Published context is 1,048,576 tokens for Gemini 3.1 Pro Preview and 262,144 for Qwen3.8 27B.
- Weight access differs: Gemini 3.1 Pro Preview is none; Qwen3.8 27B is open.
- ModelCap currently lists 2 providers for Gemini 3.1 Pro Preview and 3 for Qwen3.8 27B.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
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Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.