GLM-5.3-Flash vs Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF

Specs, VRAM requirements and download trends — updated 23 October 2026.

zai-org · A · Open weights

Params

321.3 B

Context

—

30d

6.4 M

mit · commercial OK

SC117 · B · Open weights

Params

180.0 B

Context

—

30d

2.1 M

apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification	GLM-5.3-Flash	Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF
Deployment	Open weights · also via API	Open weights
Parameters	321.3 B	180.0 B
Architecture	Glm5NextForConditionalGeneration	—
Context length	1,048,576	—
Licence	mit	apache-2.0
Commercial use	Allowed	Allowed
Languages	2	2
Downloads 30d	6,421,899	2,055,600
Downloads all time	10.2 M	2.1 M
Quantizations on the Hub	SAFETENSORS	GGUF
Gated	No	No
First seen on the Hub	2026-08-25	2026-10-02
API input price / 1M tokens	$0.0052	not on OpenRouter
API output price / 1M tokens	$0.20	not on OpenRouter
Est. cost per 1M input + 1M output tokens	$0.20	not on OpenRouter
Cached input / 1M tokens	$0.0052	not on OpenRouter
AA Intelligence Index	41.8	not on OpenRouter
AA Coding Index	71.5	not on OpenRouter
AA Agentic Index	50.9	not on OpenRouter
Max output tokens	943,718	not on OpenRouter
API providers	32	not on OpenRouter
Tool calling	Yes	not on OpenRouter
Reasoning mode	Yes	not on OpenRouter

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

GLM-5.3-Flash $0.20

Daily snapshots, last 55 days (30 Aug – 23 Oct)

6.6 M190 K

GLM-5.3-Flash Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF

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

GLM-5.3-Flash · fp16 409.9 GB / 24 GB

❌ Won’t fit