GLM 5.3 FlashX vs Ling 3.0 Flash

Price, context window & benchmark comparison

Z

GLM 5.3 FlashX

Z.ai (Zhipu)
$0.37 / $1.25
Input / Output · per 1M tokens
VS
I

Ling 3.0 Flash

inclusionAI
$0.021 / $0.063
Input / Output · per 1M tokens
Compare different models
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I
Verdict: Ling 3.0 Flash is 18.7× cheaper than GLM 5.3 FlashX on a typical 3:1 input/output mix. GLM 5.3 FlashX has the larger context window (1M vs 262K).
GLM 5.3 FlashXLing 3.0 Flash
Input price / 1M$0.37$0.021
Output price / 1M$1.25$0.063
Blended price (3:1)$0.59$0.0315
Cached input / 1M$0.09$0.0042
Context window1M262K
Max output131K33K
Intelligence index
Coding index50.6
Providers1
Best provider uptime (30m)100.0%
Vision inputYesNo
ReasoningYesYes
Tool callingYesYes
Released2026-09-182026-07-23
Retirement

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FAQ

Which is cheaper, GLM 5.3 FlashX or Ling 3.0 Flash?

Ling 3.0 Flash is 18.7× cheaper than GLM 5.3 FlashX on a typical 3:1 input/output mix.

GLM 5.3 FlashX vs Ling 3.0 Flash: which has a bigger context window?

GLM 5.3 FlashX: 1,048,576 tokens. Ling 3.0 Flash: 262,144 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 FlashX ≈ $1,365, Ling 3.0 Flash ≈ $73.50.

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