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N
Ling 3.1 Flash
ling
NanoGPT ·
inclusionai/ling-3.1-flash
Capabilities
Tool Call
Yes
Reasoning
Yes
Structured Output
Yes
Temperature Control
Yes
Attachments
No
Open Weights
Yes
Modalities
Input
text
Output
text
Pricing (per 1M tokens)
Input
$0.07
Output
$0.22
Cache Read
$0.01
Install
Direct installation coming soon — March 2026
Provider Docs
Details
Provider
NanoGPT
Model ID
inclusionai/ling-3.1-flash
Family
ling
Release Date
2026-09-29
Last Updated
2026-09-29
Limits
Context
262K
Max Input
262K
Max Output
33K
SDK
@ai-sdk/openai-compatible
Ling 3.1 Flash — Harmony Marketplace