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DeepSeek-V4-Pro vs GLM-5.2

Side-by-side API economics and benchmarks. Per-1M input and output rates, context window, and verified metrics.

Tale of the tape

Head-to-head specs pulled from each model profile.

Metric DeepSeek-V4-Pro GLM-5.2
Input cost / 1M $0.435 $1.40
Output cost / 1M $0.87 $4.40
Context window 1,000,000 tokens 1,048,576 tokens
MMLU score

Cost verdict

Enter monthly input and output volumes to see total cost savings.

DeepSeek-V4-Pro

Input: 1M × $0.435 = $0.435
Output: 1M × $0.87 = $0.87
Total
$1.31

GLM-5.2

Input: 1M × $1.40 = $1.40
Output: 1M × $4.40 = $4.40
Total
$5.80

Total cost savings

$4.50

DeepSeek-V4-Pro saves $4.50 per month vs the other model at this volume.

Model routing savings

Uses this page's verified rates. GLM-5.2 is the premium route (higher combined per-1M cost); DeepSeek-V4-Pro handles routine traffic.

Premium model

GLM-5.2

$1.40 in · $4.40 out / 1M

View profile →

Economical model

DeepSeek-V4-Pro

$0.435 in · $0.87 out / 1M

View profile →

All premium

GLM-5.2

$290.00

100% of input and output on the premium route

Routed stack

80%DeepSeek-V4-Pro

GLM-5.2

$110.20

Routine slice
$52.20
Premium slice
$58.00

Monthly savings

$179.80

62% lower

Rates pulled from this page's model database entries (glm-5-2, deepseek-v4-pro) — same per-1M input/output figures as Tale of the tape. Production routing needs quality gates and monitoring.

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