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Ling 3.0 Flash

Ling 3.0 Flash is a 124B Mixture-of-Experts model from Inclusionai activating about 5.1B parameters per token, built for token-efficient agent runs across a context window of 256K tokens.

ReasoningTool UseImplicit Caching
import { streamText } from 'ai'
const result = streamText({
model: 'inclusionai/ling-3.0-flash',
prompt: 'Why is the sky blue?'
})
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Provider
Context
Max Output
Latency
Throughput
Input
Output
Cache
Web Search
Capabilities
ZDR
No Training
Release Date
256K32K
0.9s
320tps
$0.06/M
$0.18/M
Read:$0.01/M
Write:
08/06/2026