Model decision surface
Compare AI models
Start with Ling 3.1 Flash and MiMo-V2.6-Pro, 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
Ling 3.1 Flash vs MiMo-V2.6-Pro
Live dataset updated 10/4/2026, 9:54:47 AM UTC
Open 1200×630 evidence receipt| Field | Ling 3.1 Flash InclusionAI | MiMo-V2.6-Pro Xiaomi |
|---|---|---|
| ModelCap position | #16 | #8 |
| Index score | 78.1 | 81.9 |
| Evidence | Measured1 public benchmark observation across 1 board | Measured3 public benchmark observations across 3 boards |
| Input / 1M | Free | $0.435 |
| Output / 1M | Free | $0.87 |
| Pricing status | fresh | fresh |
| Context | 262K | 1M |
| Providers | 1 | 4 |
| Weight access | No linked weights | Open weights |
Decision facts
- Ling 3.1 Flash is #16; MiMo-V2.6-Pro is #8 on the same current language board.
- Index scores are 78.1 for Ling 3.1 Flash and 81.9 for MiMo-V2.6-Pro. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Both positions use Measured evidence.
- Listed output price per 1M tokens is $0 for Ling 3.1 Flash and $0.87 for MiMo-V2.6-Pro. For 1,000 requests with 2,000 input and 500 output tokens each (2M input + 0.5M output), the listed-rate estimate is $0 for Ling 3.1 Flash versus $1.30 for MiMo-V2.6-Pro. Ling 3.1 Flash costs 100.0% less in this scenario. This excludes caching, batch discounts, prompt-length tiers, tool charges and retries; verify the selected endpoint before budgeting.
- Published context is 262,144 tokens for Ling 3.1 Flash and 1,050,000 for MiMo-V2.6-Pro.
- Weight access differs: Ling 3.1 Flash is none; MiMo-V2.6-Pro is open.
- ModelCap currently lists 1 providers for Ling 3.1 Flash and 4 for MiMo-V2.6-Pro.
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.