Ling 3.0 Flash vs Llama 4 Scout

Price, context window & benchmark comparison

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Ling 3.0 Flash

inclusionAI
$0.021 / $0.063
Input / Output · per 1M tokens
VS
M

Llama 4 Scout

Meta Llama
$0.10 / $0.30
Input / Output · per 1M tokens
Compare different models
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Verdict: Ling 3.0 Flash is 4.8× cheaper than Llama 4 Scout on a typical 3:1 input/output mix. Llama 4 Scout has the larger context window (1.3M vs 262K).
Ling 3.0 FlashLlama 4 Scout
Input price / 1M$0.021$0.10
Output price / 1M$0.063$0.30
Blended price (3:1)$0.0315$0.15
Cached input / 1M$0.0042
Context window262K1.3M
Max output33K16K
Intelligence index
Coding index50.68.2
Providers3
Best provider uptime (30m)99.9%
Vision inputNoYes
ReasoningYesNo
Tool callingYesYes
Released2026-07-232025-04-05
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FAQ

Which is cheaper, Ling 3.0 Flash or Llama 4 Scout?

Ling 3.0 Flash is 4.8× cheaper than Llama 4 Scout on a typical 3:1 input/output mix.

Ling 3.0 Flash vs Llama 4 Scout: which has a bigger context window?

Ling 3.0 Flash: 262,144 tokens. Llama 4 Scout: 1,310,720 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Ling 3.0 Flash ≈ $73.50, Llama 4 Scout ≈ $350.00.

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