Model decision surface
Compare AI models
Start with GPT-5.4 Mini and Qwen3.8 Flash, 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
GPT-5.4 Mini vs Qwen3.8 Flash
Live dataset updated 9/3/2026, 3:06:08 AM UTC
Open 1200×630 evidence receipt| Field | GPT-5.4 Mini OpenAI | Qwen3.8 Flash Qwen |
|---|---|---|
| ModelCap position | #22 | #17 |
| Index score | 66.3 | 72.1 |
| Evidence | Measured4 public benchmark observations across 4 boards | Measured1 public benchmark observation across 1 board |
| Input / 1M | $0.75 | $0.15 |
| Output / 1M | $4.50 | $0.47 |
| Pricing status | fresh | fresh |
| Context | 400K | 1M |
| Providers | 2 | 1 |
| Weight access | API only | Restricted license |
Decision facts
- GPT-5.4 Mini is #22; Qwen3.8 Flash is #17 on the same current language board.
- Index scores are 66.3 for GPT-5.4 Mini and 72.1 for Qwen3.8 Flash.
- Both positions use Measured evidence.
- Listed output price per 1M tokens is $4.50 for GPT-5.4 Mini and $0.47 for Qwen3.8 Flash.
- Published context is 400,000 tokens for GPT-5.4 Mini and 1,000,000 for Qwen3.8 Flash.
- Weight access differs: GPT-5.4 Mini is none; Qwen3.8 Flash is restricted.
- ModelCap currently lists 2 providers for GPT-5.4 Mini and 1 for Qwen3.8 Flash.
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.