Model Comparator

Compare up to four models using the same criteria.

Gemini 3.5 Flash (Medium)
Google
Qwen3.8 27B (Xhigh)
Alibaba

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	Gemini 3.5 Flash (Medium) Google	Qwen3.8 27B (Xhigh) Alibaba
Intelligence	33.6	Best: 33.7
Coding	—	68.1
Agentic	—	45.8
Cyber Index	—	12.7%
Speed	Best: 179 t/s	41.3 t/s
TTFT	12 s	Best: 3.93 s
Input · $ / 1M tokens	$1.50×3 relative to the lowest price among the compared models	Best: $0.50
Output · $ / 1M tokens	$9×3 relative to the lowest price among the compared models	Best: $3
Context window	Best: 1M	256K
Reasoning	Yes	Yes
Open weights	No	Yes
Cost / task	—	$1.01

Intelligence

Gemini 3.5 Flash (Medium): 33.6
Qwen3.8 27B (Xhigh): Best: 33.7

Coding

Gemini 3.5 Flash (Medium): —
Qwen3.8 27B (Xhigh): 68.1

Agentic

Gemini 3.5 Flash (Medium): —
Qwen3.8 27B (Xhigh): 45.8

Cyber Index

Gemini 3.5 Flash (Medium): —
Qwen3.8 27B (Xhigh): 12.7%

Speed

Gemini 3.5 Flash (Medium): Best: 179 t/s
Qwen3.8 27B (Xhigh): 41.3 t/s

TTFT

Gemini 3.5 Flash (Medium): 12 s
Qwen3.8 27B (Xhigh): Best: 3.93 s

Input · $ / 1M tokens

Gemini 3.5 Flash (Medium): $1.50×3 relative to the lowest price among the compared models
Qwen3.8 27B (Xhigh): Best: $0.50

Output · $ / 1M tokens

Gemini 3.5 Flash (Medium): $9×3 relative to the lowest price among the compared models
Qwen3.8 27B (Xhigh): Best: $3

Context window

Gemini 3.5 Flash (Medium): Best: 1M
Qwen3.8 27B (Xhigh): 256K

Reasoning

Gemini 3.5 Flash (Medium): Yes
Qwen3.8 27B (Xhigh): Yes

Open weights

Gemini 3.5 Flash (Medium): No
Qwen3.8 27B (Xhigh): Yes

Cost / task

Gemini 3.5 Flash (Medium): —
Qwen3.8 27B (Xhigh): $1.01

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

Gemini 3.5 Flash (Medium)33.6 · $3.38
Qwen3.8 27B (Xhigh)33.7 · $1.13