GLM-5.3 vs DeepSeek-V4-Pro-0813

Specs, VRAM requirements and download trends — updated 24 October 2026.

zai-org · A · Open weights
Params
753.3 B
Context
1,048,576
30d
1.9 M
deepseek-ai · B · Open weights
Params
1,650.5 B
Context
1,048,576
30d
150 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification GLM-5.3 DeepSeek-V4-Pro-0813
Deployment Open weights · also via API Open weights · also via API
Parameters 753.3 B 1,650.5 B
Architecture GlmMoeDsaForCausalLM DeepseekV4ForCausalLM
Context length 1,048,576 1,048,576
Licence other mit
Commercial use Unknown Allowed
Languages 2 —
Downloads 30d 1,942,665 150,373
Downloads all time 3.1 M 380 K
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2026-08-25 2026-08-13
API input price / 1M tokens $0.079 $0.66
API output price / 1M tokens $1.40 $1.98
Est. cost per 1M input + 1M output tokens $1.48 $2.64
Cached input / 1M tokens $0.078 $0.022
AA Intelligence Index 44.8 36
AA Coding Index 74.8 68.8
AA Agentic Index 53.1 41.3
Max output tokens 943,718 393,216
API providers 37 21
Tool calling Yes Yes
Reasoning mode Yes Yes

API cost

Estimated cost of 1M input + 1M output tokens via OpenRouter

GLM-5.3 $1.48
DeepSeek-V4-Pro-0813 $2.64

GLM-5.3 is 1.8× cheaper at list price.

Download trend

Daily snapshots, last 50 days (5 Sep – 24 Oct)

1.9 M150 K
GLM-5.3 DeepSeek-V4-Pro-0813

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
❌ Won’t fit
DeepSeek-V4-Pro-0813 · fp16 @ 1024K ctx 32,672.1 GB / 24 GB
❌ Won’t fit

Adjacent comparisons