Ling 3.0 Tiny vs Llama 4 Scout

Price, context window & benchmark comparison

inclusionAI

Ling 3.0 Tiny

inclusionAI
$0.015 / $0.045
Input / Output · per 1M tokens
VS
Meta Llama

Llama 4 Scout

Meta Llama
$0.10 / $0.30
Input / Output · per 1M tokens
Compare different models
inclusionAI
Meta Llama
Verdict: Ling 3.0 Tiny is 6.7× 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 TinyLlama 4 Scout
Input price / 1M$0.015$0.10
Output price / 1M$0.045$0.30
Blended price (3:1)$0.0225$0.15
Cached input / 1M$0.003—
Context window262K1.3M
Max output250K16K
Intelligence index——
Coding index26.58.2
Providers—4
Best provider uptime (30m)—100.0%
Vision inputNoYes
ReasoningYesNo
Tool callingYesYes
Released2026-08-062025-04-05
Retirement——

Cost calculator

FAQ

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

Ling 3.0 Tiny is 6.7× cheaper than Llama 4 Scout on a typical 3:1 input/output mix.

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

Ling 3.0 Tiny: 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 Tiny ≈ $52.50, Llama 4 Scout ≈ $350.00.

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