Open multimodal Qwen MoE for local agents that need vision, audio, and code
Umans Flash by alibaba is offered by 2 providers on this page. Public prices are shown for 1 of them. Its reference price is $0.15 per 1M input tokens and $1.00 per 1M output tokens. It also has 1 covered by a paid subscription; free tiers usually carry rate limits, and subscription-covered access bills $0 per token only after the subscription fee.
The context window is 262,144 tokens, with an output limit of 32,768 tokens. It supports reasoning, tool use, and structured output. Accepted input modalities are Text and Image. The weights are open, so it can also be self-hosted or served through a gateway of your choice.
| Provider | Tier | Input | Output | Cache read | Cache write | Context | Output limit | Status |
|---|---|---|---|---|---|---|---|---|
| Umans AI Coding Plan | Gateway | Subscription | $0 | $0 | 262,144 | 262,144 | ||
| Umans AI | Gateway | $0.15 | $1.00 | $0.05 | — | 262,144 | 32,768 |
Sorted by blended price (input×0.75 + output×0.25) asc. The official channel always shows regardless of rank. Whether a gateway's low price is actually usable can't be verified.
1 more channels offer $0 (Umans AI Coding Plan); free tiers usually have rate limits and no SLA, excluded from ranking.