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GLM-5.2 vs GPT-5.6 Luna

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 GLM-5.2 GPT-5.6 Luna
Input cost / 1M $1.40 $1.00
Output cost / 1M $4.40 $6.00
Context window 1,048,576 tokens 1,050,000 tokens
MMLU score

Cost verdict

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

GLM-5.2

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

GPT-5.6 Luna

Input: 1M × $1.00 = $1.00
Output: 1M × $6.00 = $6.00
Total
$7.00

Total cost savings

$1.20

GLM-5.2 saves $1.20 per month vs the other model at this volume.

Model routing savings

Uses this page's verified rates. GPT-5.6 Luna is the premium route (higher combined per-1M cost); GLM-5.2 handles routine traffic.

Premium model

GPT-5.6 Luna

$1.00 in · $6.00 out / 1M

View profile →

Economical model

GLM-5.2

$1.40 in · $4.40 out / 1M

View profile →

All premium

GPT-5.6 Luna

$350.00

100% of input and output on the premium route

Routed stack

80%GLM-5.2

GPT-5.6 Luna

$302.00

Routine slice
$232.00
Premium slice
$70.00

Monthly savings

$48.00

13.7% lower

Rates pulled from this page's model database entries (gpt-5-6-luna, glm-5-2) — same per-1M input/output figures as Tale of the tape. Production routing needs quality gates and monitoring.

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