GLM-5.3 uses the same base model as GLM-5.2 — every gain comes from post-training. Compared with GLM-5.2, it is much better at complex coding and long-horizon tasks
Where to use it
Cheapest hosted endpoints.
| Provider | Access | $/M in | $/M out | |
|---|---|---|---|---|
| Fireworks AI | hosted inference | — | — | Launch ↗ |
FAQ
Frequently asked.
How do I run GLM-5.3?
GLM-5.3 is open-weight, so you can self-host on rented GPUs. See the Run It Yourself tab for GPU configurations + cost estimates, or use one of the hosted inference providers listed on this page.
Where can I access GLM-5.3?
GLM-5.3 is available via Fireworks AI. Each access option lists its own pricing (per million tokens or hourly hosting).
How much does it cost to run GLM-5.3?
Self-hosting cost depends on the GPU you rent and the throughput you need. See the Run It Yourself tab for GPU configurations and hourly cost estimates.
Is GLM-5.3 open-source or proprietary?
GLM-5.3 is open-weight under the license. You can download and self-host it.
Context window
How much it can remember.
1M tokens
≈ 786,432 English words
4K
32K
128K
1M
Capabilities
What it can do.
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Vision input
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Audio input
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Video input
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Function calling
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Tool use
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JSON mode
✓
Streaming
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Fine-tuning