Model decision surface
Compare AI models
Start with K2 Horizon MoVA 36B A4B 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
K2 Horizon MoVA 36B A4B vs Qwen3.8 Flash
Live dataset updated 9/15/2026, 9:19:37 PM UTC
Open 1200×630 evidence receipt| Field | Qwen3.8 Flash Qwen | |
|---|---|---|
| ModelCap position | #69 | #16 |
| Index score | 53.3 | 76.3 |
| Evidence | Estimatedglobal-corpus-prior over 194 held-out anchors (80%); launch card against 3 resolved peers on 8 rows (21%); exceeds every named peer on 4 of 8 rows; optimism haircut 2.24 from cross-lab-probe; shrunk 4.3 toward the measured corpus | Measured1 public benchmark observation across 1 board |
| Input / 1M | Unavailable | $0.15 |
| Output / 1M | Unavailable | $0.47 |
| Pricing status | unavailable | fresh |
| Context | — | 1M |
| Providers | 0 | 1 |
| Weight access | Open weights | Restricted license |
Decision facts
- K2 Horizon MoVA 36B A4B is #69; Qwen3.8 Flash is #16 on the same current language board.
- Index scores are 53.3 for K2 Horizon MoVA 36B A4B and 76.3 for Qwen3.8 Flash. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: K2 Horizon MoVA 36B A4B is Estimated; Qwen3.8 Flash is Measured.
- Weight access differs: K2 Horizon MoVA 36B A4B is open; Qwen3.8 Flash is restricted.
- ModelCap currently lists 0 providers for K2 Horizon MoVA 36B A4B 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.