Ling 3.0 Flash vs Ministral 3 8B 2512

Price, context window & benchmark comparison

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Ling 3.0 Flash

inclusionAI
$0.021 / $0.063
Input / Output · per 1M tokens
VS
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Ministral 3 8B 2512

Mistral AI
$0.15 / $0.15
Input / Output · per 1M tokens
Compare different models
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Verdict: Ling 3.0 Flash is 4.8× cheaper than Ministral 3 8B 2512 on a typical 3:1 input/output mix.
Ling 3.0 FlashMinistral 3 8B 2512
Input price / 1M$0.021$0.15
Output price / 1M$0.063$0.15
Blended price (3:1)$0.0315$0.15
Cached input / 1M$0.0042$0.015
Context window262K262K
Max output33K210K
Intelligence index—5.5
Coding index50.69.7
Providers—3
Best provider uptime (30m)—98.8%
Vision inputNoYes
ReasoningYesNo
Tool callingYesYes
Released2026-07-232025-12-02
Retirement——

Cost calculator

FAQ

Which is cheaper, Ling 3.0 Flash or Ministral 3 8B 2512?

Ling 3.0 Flash is 4.8× cheaper than Ministral 3 8B 2512 on a typical 3:1 input/output mix.

Ling 3.0 Flash vs Ministral 3 8B 2512: which has a bigger context window?

Ling 3.0 Flash: 262,144 tokens. Ministral 3 8B 2512: 262,144 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Ling 3.0 Flash ≈ $73.50, Ministral 3 8B 2512 ≈ $375.00.

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