GLM 5.3 Flash vs Seed 2.1 Turbo

Price, context window & benchmark comparison

Z.ai (Zhipu)

GLM 5.3 Flash

Z.ai (Zhipu)
$0.0399 / $0.0784
Input / Output · per 1M tokens
VS
ByteDance Seed

Seed 2.1 Turbo

ByteDance Seed
$0.50 / $2.50
Input / Output · per 1M tokens
Compare different models
Z.ai (Zhipu)
ByteDance Seed
Verdict: GLM 5.3 Flash is 20.2× cheaper than Seed 2.1 Turbo on a typical 3:1 input/output mix. GLM 5.3 Flash has the larger context window (1M vs 262K).
GLM 5.3 FlashSeed 2.1 Turbo
Input price / 1M$0.0399$0.50
Output price / 1M$0.0784$2.50
Blended price (3:1)$0.0495$1.00
Cached input / 1M$0.03—
Context window1M262K
Max output131K236K
Intelligence index27.8—
Coding index71.5—
Providers421
Best provider uptime (30m)100.0%100.0%
Vision inputYesYes
ReasoningYesYes
Tool callingYesYes
Released2026-08-262026-08-12
Retirement——

Cost calculator

FAQ

Which is cheaper, GLM 5.3 Flash or Seed 2.1 Turbo?

GLM 5.3 Flash is 20.2× cheaper than Seed 2.1 Turbo on a typical 3:1 input/output mix.

GLM 5.3 Flash vs Seed 2.1 Turbo: which has a bigger context window?

GLM 5.3 Flash: 1,048,576 tokens. Seed 2.1 Turbo: 262,144 tokens.

How much would 1 million requests cost?

At 2,000 input + 500 output tokens per request: GLM 5.3 Flash ≈ $119.00, Seed 2.1 Turbo ≈ $2,250.

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