GLM-5.3-Flash-GGUF vs DeepSeek-R1
Specs, VRAM requirements and download trends — updated 24 October 2026.
deepseek-ai · B · Open weights
Params
684.5 B
Context
163,840
30d
1.4 M
mit · commercial OK
Specification comparison
Differences are highlighted; identical values are muted.
| Specification | GLM-5.3-Flash-GGUF | DeepSeek-R1 |
|---|---|---|
| Deployment | Open weights | Open weights · also via API |
| Parameters | 321.3 B | 684.5 B |
| Architecture | — | DeepseekV3ForCausalLM |
| Context length | — | 163,840 |
| Licence | mit | mit |
| Commercial use | Allowed | Allowed |
| Languages | 2 | — |
| Downloads 30d | 857,059 | 1,391,551 |
| Downloads all time | 1.7 M | 50.3 M |
| Quantizations on the Hub | GGUF | SAFETENSORS |
| Gated | No | No |
| First seen on the Hub | 2026-08-26 | 2025-01-20 |
| API input price / 1M tokens | not on OpenRouter | $0.70 |
| API output price / 1M tokens | not on OpenRouter | $2.50 |
| Est. cost per 1M input + 1M output tokens | not on OpenRouter | $3.20 |
| Cached input / 1M tokens | not on OpenRouter | — |
| AA Intelligence Index | not on OpenRouter | 11.4 |
| AA Coding Index | not on OpenRouter | 24.6 |
| AA Agentic Index | not on OpenRouter | 1.1 |
| Max output tokens | not on OpenRouter | 16,000 |
| API providers | not on OpenRouter | — |
| Tool calling | not on OpenRouter | Yes |
| Reasoning mode | not on OpenRouter | Yes |
API cost
Estimated cost of 1M input + 1M output tokens via OpenRouter
DeepSeek-R1
$3.20
Download trend
Daily snapshots, last 44 days (11 Sep – 24 Oct)
9.9 M285 K
GLM-5.3-Flash-GGUF
DeepSeek-R1
VRAM side by side
On RTX 4090 · 24 GB · 8K context unless noted
DeepSeek-R1 · fp16 @ 160K ctx
2,811.5 GB / 24 GB