gpt-oss-20b vs Ling-3.0-tiny

Specs, VRAM requirements and download trends — updated 10 November 2026.

openai · A · Open weights
Params
21.5 B
Context
131,072
30d
5.8 M
apache-2.0 · commercial OK
inclusionAI · B · Open weights
Params
7.9 B
Context
131,072
30d
14 K
mit · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification gpt-oss-20b Ling-3.0-tiny
Deployment Open weights · also via API Open weights · also via API
Parameters 21.5 B 7.9 B
Architecture GptOssForCausalLM BailingMoeV3ForCausalLM
Context length 131,072 131,072
Licence apache-2.0 mit
Commercial use Allowed Allowed
Languages — —
Downloads 30d 5,830,063 14,221
Downloads all time 108.5 M 59 K
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2025-08-04 2026-08-10
API input price / 1M tokens $0.03 $0.015
API output price / 1M tokens $0.13 $0.045
Est. cost per 1M input + 1M output tokens $0.16 $0.06
Cached input / 1M tokens $0.03 $0.003
AA Intelligence Index — —
AA Coding Index 20.7 26.5
AA Agentic Index 1.2 4.4
Max output tokens 117,964 250,000
API providers 10 1
Tool calling Yes Yes
Reasoning mode Yes Yes

API cost

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

gpt-oss-20b $0.16
Ling-3.0-tiny $0.06

Ling-3.0-tiny is 2.7× cheaper at list price.

Download trend

Daily snapshots, last 90 days (13 Aug – 10 Nov)

8.1 M14 K
gpt-oss-20b Ling-3.0-tiny

VRAM side by side

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

Ling-3.0-tiny · fp16 @ 128K ctx 36.8 GB / 24 GB
❌ Won’t fit
gpt-oss-20b · fp16 @ 128K ctx 82.4 GB / 24 GB
❌ Won’t fit

Adjacent comparisons