GLM-5.3-Flash-GGUF vs Hy3-preview
Specs, VRAM requirements and download trends — updated 24 October 2026.
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | GLM-5.3-Flash-GGUF | Hy3-preview |
|---|---|---|
| Deployment | Open weights | Open weights · also via API |
| Parameters | 321.3 B | 298.8 B |
| Architecture | — | HYV3ForCausalLM |
| Context length | — | 262,144 |
| Licence | mit | other |
| Commercial use | Allowed | Unknown |
| Languages | 2 | — |
| Downloads 30d | 857,059 | 84,611 |
| Downloads all time | 1.7 M | 491 K |
| Quantizations on the Hub | GGUF | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-08-26 | 2026-04-13 |
| API input price / 1M tokens | not on OpenRouter | $0.18 |
| API output price / 1M tokens | not on OpenRouter | $0.60 |
| Est. cost per 1M input + 1M output tokens | not on OpenRouter | $0.78 |
| Cached input / 1M tokens | not on OpenRouter | $0.06 |
| AA Intelligence Index | not on OpenRouter | 25.3 |
| AA Coding Index | not on OpenRouter | 58.8 |
| AA Agentic Index | not on OpenRouter | 24.1 |
| Max output tokens | not on OpenRouter | 235,929 |
| API providers | not on OpenRouter | 1 |
| Tool calling | not on OpenRouter | Yes |
| Reasoning mode | not on OpenRouter | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
Hy3-preview
$0.78
Download trend
Daily snapshots, last 44 days (11 Sep – 24 Oct)
1.1 M88 K
GLM-5.3-Flash-GGUF
Hy3-preview
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
Hy3-preview · fp16 @ 256K ctx
2,092.0 GB / 24 GB