Ling 3.0 Flash VL

inclusionAI · inclusionai/ling-3.0-flash-vl

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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...

Ling 3.0 Flash VL ranks #75 of 356 models in the default AI Benchmark Hub order (quality first, then cost). At $0.12 blended per million tokens, it is cheaper than 90% of models with published API pricing. Its 131,072-token context window is 2.0× smaller than the catalog median (262,144 tokens).

open weightsimagetexttext+image+video->textvideo

Context

Max context: 131072
Max output: 32768

Pricing

Input / 1M: 0.06
Output / 1M: 0.18
Blend / 1M: 0.12

Quality

Quality index:

Provider

Provider: inclusionAI
Moderated: no

Monthly cost at this blended rate

Estimated API spend if every token is billed at $0.12per million (the blend of this model's input and output prices). Real bills depend on the input/output mix.

Tokens / monthEst. cost (USD)
1,000,000$0.12
10,000,000$1.20
100,000,000$12.00

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