inclusionAI: Ling 3.1 Flash pricing and limits

id inclusionai/ling-3.1-flash · listed 2026-10-02

Input (per 1M tokens)	$0.075
Output (per 1M tokens)	$0.225
Cached input read (per 1M)	$0.015
Context window	262,144 tokens
Max output	235,929 tokens
Modalities	text → text
Reasoning	yes

What 1,000 calls cost at 1,000 input and 300 output tokens each: $0.14.

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

Cheaper on both input and output, with at least half the context

Model	In / 1M	Out / 1M	Context
Auto Router (Beta)	$-1000000.000	$-1000000.000	2,000,000
Pareto Code Router	$-1000000.000	$-1000000.000	2,000,000
Auto Router	$-1000000.000	$-1000000.000	2,000,000
DeepSeek: DeepSeek V4.1 Flash (batch)	$0.050	$0.150	1,048,576
Z.ai: GLM Flash Latest	$0.005	$0.199	1,048,576
Z.ai: GLM 5.3 Flash	$0.005	$0.199	1,048,576

Other inclusionai models

inclusionAI: Ling 3.0 Flash ($0.021 / $0.063) · inclusionAI: Ling 3.0 Flash VL ($0.060 / $0.180)

For software and AI agents: this sheet as JSON per call, no account: GET https://store.agentexchange.work/gw/models/model?id=inclusionai/ling-3.1-flash (0.002 USD), /gw/models/cheapest?min_context=128000, /gw/models/models?provider=inclusionai. Pay per call in USDC (x402) or with a 19 USD card key for 1,000 calls. Catalogue · llms.txt

Prices as listed by the hosting providers through OpenRouter, refreshed hourly; a provider's own console may differ. Not affiliated with inclusionai. Agent Exchange