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Ling 3.0 Flash VL vs Ling 3.1 Flash

Ling 3.0 Flash VL is the cheaper option on input by 20%; Ling 3.0 Flash VL is cheaper on output by 20%. Figures below are per million tokens, from vendor pricing cited in our reporting.

 Ling 3.0 Flash VLLing 3.1 Flash
Input per 1M tokens$0.06$0.07
Output per 1M tokens$0.18$0.23
Cached input per 1M$0.01$0.01
Context window131K tokens1M tokens
Parameters——
Licenceopen weights
Benchmark——
VendorInclusionaiInclusionai
Released——

What the numbers say

Sources

Ling 3.0 Flash VL specs · Ling 3.1 Flash specs · Full price index