Qwen3.8-27B-iMatrix-NVFP4-MTP-GGUF vs Inkling

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

cdiamond · A · Open weights

Params

—

Context

—

30d

2.3 M

apache-2.0 · commercial OK

thinkingmachines · B · Open weights

Params

952.4 B

Context

—

30d

1.4 M

apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification	Qwen3.8-27B-iMatrix-NVFP4-MTP-GGUF	Inkling
Deployment	Open weights	Open weights · also via API
Parameters	—	952.4 B
Architecture	—	InklingForConditionalGeneration
Context length	—	524,288
Licence	apache-2.0	apache-2.0
Commercial use	Allowed	Allowed
Languages	—	—
Downloads 30d	2,316,717	1,383,288
Downloads all time	7.4 M	1.9 M
Quantizations on the Hub	GGUF	SAFETENSORS
Gated	No	No
First seen on the Hub	2026-08-17	2026-07-14
API input price / 1M tokens	not on OpenRouter	$1.00
API output price / 1M tokens	not on OpenRouter	$4.05
Est. cost per 1M input + 1M output tokens	not on OpenRouter	$5.05
Cached input / 1M tokens	not on OpenRouter	$0.17
AA Intelligence Index	not on OpenRouter	25
AA Coding Index	not on OpenRouter	52.1
AA Agentic Index	not on OpenRouter	22.5
Max output tokens	not on OpenRouter	471,859
API providers	not on OpenRouter	1
Tool calling	not on OpenRouter	Yes
Reasoning mode	not on OpenRouter	Yes

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

Inkling $5.05

Daily snapshots, last 52 days (2 Sep – 23 Oct)

5.0 M833 K

Qwen3.8-27B-iMatrix-NVFP4-MTP-GGUF Inkling

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

Inkling · fp16 2,238.6 GB / 24 GB

❌ Won’t fit