GLM-5.3-Flash vs Qwen3-VL-235B-A22B-Instruct

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

zai-org · A · Open weights
Params
321.3 B
Context
—
30d
6.3 M
mit · commercial OK
Qwen · B · Open weights
Params
235.7 B
Context
—
30d
916 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification GLM-5.3-Flash Qwen3-VL-235B-A22B-Instruct
Deployment Open weights · also via API Open weights · also via API
Parameters 321.3 B 235.7 B
Architecture Glm5NextForConditionalGeneration Qwen3VLMoeForConditionalGeneration
Context length 1,048,575 131,072
Licence mit apache-2.0
Commercial use Allowed Allowed
Languages 2 —
Downloads 30d 6,319,699 916,424
Downloads all time 10.3 M 9.2 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2026-08-25 2025-09-22
API input price / 1M tokens $0.15 $0.21
API output price / 1M tokens $0.50 $1.90
Est. cost per 1M input + 1M output tokens $0.65 $2.11
Cached input / 1M tokens $0.03 $0.10
AA Intelligence Index 41.8 9.9
AA Coding Index 71.5 —
AA Agentic Index 50.9 —
Max output tokens 943,717 32,768
API providers 34 3
Tool calling Yes Yes
Reasoning mode Yes No

API cost

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

GLM-5.3-Flash $0.65
Qwen3-VL-235B-A22B-Instruct $2.11

GLM-5.3-Flash is 3.2× cheaper at list price.

Download trend

Daily snapshots, last 56 days (30 Aug – 24 Oct)

6.6 M190 K
GLM-5.3-Flash Qwen3-VL-235B-A22B-Instruct A overtook B on 11 Sep

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

GLM-5.3-Flash · fp16 409.9 GB / 24 GB
❌ Won’t fit
Qwen3-VL-235B-A22B-Instruct · fp16 554.3 GB / 24 GB
❌ Won’t fit

Adjacent comparisons