Hy4 vs Ling 3.0 Flash Fin

Price, context window & benchmark comparison

Tencent

Hy4

Tencent
$0.42 / $1.25
Input / Output · per 1M tokens
VS
inclusionAI

Ling 3.0 Flash Fin

inclusionAI
$0.042 / $0.12
Input / Output · per 1M tokens
Compare different models
Tencent
inclusionAI
Verdict: Ling 3.0 Flash Fin is 10.0× cheaper than Hy4 on a typical 3:1 input/output mix. Hy4 scores higher on the Artificial Analysis Intelligence Index (34.6 vs 22.6). Hy4 has the larger context window (1M vs 262K).
Hy4Ling 3.0 Flash Fin
Input price / 1M$0.42$0.042
Output price / 1M$1.25$0.12
Blended price (3:1)$0.63$0.0623
Cached input / 1M$0.021$0.0084
Context window1M262K
Max output66K33K
Intelligence index34.622.6
Coding index—55.6
Providers1—
Best provider uptime (30m)100.0%—
Vision inputYesNo
ReasoningYesYes
Tool callingYesYes
Released2026-11-042026-08-27
Retirement——

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FAQ

Which is cheaper, Hy4 or Ling 3.0 Flash Fin?

Ling 3.0 Flash Fin is 10.0× cheaper than Hy4 on a typical 3:1 input/output mix.

Hy4 vs Ling 3.0 Flash Fin: which has a bigger context window?

Hy4: 1,048,576 tokens. Ling 3.0 Flash Fin: 262,144 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: Hy4 ≈ $1,459, Ling 3.0 Flash Fin ≈ $145.60.

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