GLM 5.2 vs Ling 3.0 Flash VL

Price, context window & benchmark comparison

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GLM 5.2

Z.ai (Zhipu)
$0.65 / $2.04
Input / Output · per 1M tokens
VS
I

Ling 3.0 Flash VL

inclusionAI
$0.06 / $0.18
Input / Output · per 1M tokens
Compare different models
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I
Verdict: Ling 3.0 Flash VL is 11.1× cheaper than GLM 5.2 on a typical 3:1 input/output mix. GLM 5.2 scores higher on the Artificial Analysis Intelligence Index (33.7 vs 24.6). GLM 5.2 has the larger context window (1M vs 262K).
GLM 5.2Ling 3.0 Flash VL
Input price / 1M$0.65$0.06
Output price / 1M$2.04$0.18
Blended price (3:1)$1.00$0.09
Cached input / 1M$0.12$0.012
Context window1M262K
Max output131K33K
Intelligence index33.724.6
Coding index68.857
Providers
Best provider uptime (30m)
Vision inputNoYes
ReasoningYesYes
Tool callingYesYes
Released2026-06-162026-09-10
Retirement

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FAQ

Which is cheaper, GLM 5.2 or Ling 3.0 Flash VL?

Ling 3.0 Flash VL is 11.1× cheaper than GLM 5.2 on a typical 3:1 input/output mix.

GLM 5.2 vs Ling 3.0 Flash VL: which has a bigger context window?

GLM 5.2: 1,048,576 tokens. Ling 3.0 Flash VL: 262,144 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.2 ≈ $2,320, Ling 3.0 Flash VL ≈ $210.00.

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