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Models / InclusionAI / Ling 3.0 Flash Fin

InclusionAI · ling

Ling 3.0 Flash Fin

Finance-enhanced model for financial research, multi-step investment workflows, and long-horizon planning and execution

$0.075 in · $0.22 out

per 1M tokens · provider rate closest to the median. No first-party InclusionAI price was listed. The reference price is Novita AI's rate, the provider closest to the median.

Context
262,144
Max output
32,768
Cache read
$0.015
Cache write
—
Reasoning
Yes
Tool calls
Yes
Structured output
Unknown
Vision
No
Open weights
Yes
License
MIT
Released
Aug 27, 2026
Updated in source
Sep 3, 2026
Knowledge
—
Providers
3

Hugging Face weights

What this model costs per month

Prices are USD per 1M tokens. A month is 30 days. Cache hits use the cache-read rate when the model has one; otherwise the cache field is ignored.

monthly = requests/day × 30 × (input tokens × (1 − cache hit) × input price + input tokens × cache hit × cache-read price + output tokens × output price) ÷ 1,000,000

Providers

Base rates from Models.dev. One row per provider.
ProviderInputOutputCache readCache writeStatus
Novita AIreference$0.075$0.22$0.015——
Vercel AI Gateway$0.075$0.22$0.015——
OpenCode$0$0$0—deprecated