inclusionAI: Ling 3.0 Flash VL pricing and limits

id inclusionai/ling-3.0-flash-vl · listed 2026-09-10

Input (per 1M tokens)	$0.060
Output (per 1M tokens)	$0.180
Cached input read (per 1M)	$0.012
Context window	131,072 tokens
Max output	32,768 tokens
Modalities	text+image+video → text
Reasoning	yes

What 1,000 calls cost at 1,000 input and 300 output tokens each: $0.11.

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual...

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
DeepSeek: DeepSeek V4 Flash Latest	$0.042	$0.173	1,048,576
DeepSeek: DeepSeek V4 Flash 0731	$0.044	$0.133	1,048,576

Other inclusionai models

inclusionAI: Ling 3.0 Flash ($0.021 / $0.063) · inclusionAI: Ling 3.1 Flash ($0.075 / $0.225)

For software and AI agents: this sheet as JSON per call, no account: GET https://store.agentexchange.work/gw/models/model?id=inclusionai/ling-3.0-flash-vl (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

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