GPT-5.6 Luna vs GLM-5.2
Detailed comparison of API pricing, technical specifications, and benchmark scores. Updated 2026-06-29.
Cost at a Glance
GPT-5.6 Luna is 1.1× more expensive than GLM-5.2 (7.1% savings if you switch).
At 5M input + 2M output tokens per month:
Choosing GLM-5.2 could save you $1.20/mo
Price Comparison (per 1M tokens)
| Metric | GPT-5.6 Luna | GLM-5.2 |
|---|---|---|
| Input (per 1M tokens) | $1.00 | $1.40 |
| Output (per 1M tokens) | $6.00 | $4.40 |
| Cache Write (per 1M tokens) | $1.25 | — |
| Cache Read (per 1M tokens) | $0.10 | $0.26 |
| Batch Input (per 1M tokens) | $0.50 | — |
| Batch Output (per 1M tokens) | $3.00 | — |
Prices are per 1 million tokens. Actual costs depend on your monthly token volume. Use the calculator →
Specifications
| Spec | GPT-5.6 Luna | GLM-5.2 |
|---|---|---|
| Context Window | 1M | 1M |
| Max Output Tokens | 64K | 128K |
| Knowledge Cutoff | 2026-04 | 2026-06 |
| Modalities | Text | Text |
| Prompt Caching | Yes | Yes |
| Batch API | Yes | No |
| Thinking / Reasoning | No | Yes |
Benchmark Scores
| Benchmark | GPT-5.6 Luna | GLM-5.2 |
|---|---|---|
| SWE-bench Verified | 62.5 | 62.1 |
| MMLU-Pro | 79.0 | 86.0 |
| HumanEval | 89.5 | 97.0 |
Benchmark scores from official provider reports. Higher is better. Missing scores indicate the provider has not published that benchmark yet.
Use Cases
GPT-5.6 Luna
GLM-5.2
About the Providers
GPT-5.6 Luna is developed by OpenAI. GLM-5.2 is developed by Zhipu AI. This is a cross-provider comparison between OpenAI and Zhipu AI models. For the most up-to-date pricing, always check the official API documentation from each provider.