GLM-5.3 vs GLM-5.3-Flash-GGUF
Specs, VRAM requirements and download trends — updated 24 October 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | GLM-5.3 | GLM-5.3-Flash-GGUF |
|---|---|---|
| Deployment | Open weights · also via API | Open weights |
| Parameters | 753.3 B | 321.3 B |
| Architecture | GlmMoeDsaForCausalLM | — |
| Context length | 1,048,576 | — |
| Licence | other | mit |
| Commercial use | Unknown | Allowed |
| Languages | 2 | 2 |
| Downloads 30d | 1,942,665 | 857,059 |
| Downloads all time | 3.1 M | 1.7 M |
| Quantizations on the Hub | SAFETENSORS | GGUF |
| Gated | No | No |
| First seen on the Hub | 2026-08-25 | 2026-08-26 |
| API input price / 1M tokens | $0.079 | not on OpenRouter |
| API output price / 1M tokens | $1.40 | not on OpenRouter |
| Est. cost per 1M input + 1M output tokens | $1.48 | not on OpenRouter |
| Cached input / 1M tokens | $0.078 | not on OpenRouter |
| AA Intelligence Index | 44.8 | not on OpenRouter |
| AA Coding Index | 74.8 | not on OpenRouter |
| AA Agentic Index | 53.1 | not on OpenRouter |
| Max output tokens | 943,718 | not on OpenRouter |
| API providers | 37 | not on OpenRouter |
| Tool calling | Yes | not on OpenRouter |
| Reasoning mode | Yes | not on OpenRouter |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
GLM-5.3
$1.48
Download trend
Daily snapshots, last 50 days (5 Sep – 24 Oct)
1.9 M285 K
GLM-5.3
GLM-5.3-Flash-GGUF
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
GLM-5.3 · fp16 @ 1024K ctx
15,295.6 GB / 24 GB