Model Comparator

Compare up to four models using the same criteria.

o3 (batch)
OpenAI
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	o3 (batch) OpenAI	Qwen3.8 27B (Xhigh) Alibaba
Intelligence	Best: 20.2	20.1
Coding	—	68.1
Agentic	—	45.8
Cyber Index	—	12.7%
Speed	—	41.1 t/s
TTFT	—	3.99 s
Input · $ / 1M tokens	$1×2 relative to the lowest price among the compared models	Best: $0.50
Output · $ / 1M tokens	$4×1.3 relative to the lowest price among the compared models	Best: $3
Context window	200K	Best: 256K
Reasoning	Yes	Yes
Open weights	—	Yes
Cost / task	—	$3.53

Intelligence

o3 (batch): Best: 20.2
Qwen3.8 27B (Xhigh): 20.1

Coding

o3 (batch): —
Qwen3.8 27B (Xhigh): 68.1

Agentic

o3 (batch): —
Qwen3.8 27B (Xhigh): 45.8

Cyber Index

o3 (batch): —
Qwen3.8 27B (Xhigh): 12.7%

Speed

o3 (batch): —
Qwen3.8 27B (Xhigh): 41.1 t/s

TTFT

o3 (batch): —
Qwen3.8 27B (Xhigh): 3.99 s

Input · $ / 1M tokens

o3 (batch): $1×2 relative to the lowest price among the compared models
Qwen3.8 27B (Xhigh): Best: $0.50

Output · $ / 1M tokens

o3 (batch): $4×1.3 relative to the lowest price among the compared models
Qwen3.8 27B (Xhigh): Best: $3

Context window

o3 (batch): 200K
Qwen3.8 27B (Xhigh): Best: 256K

Reasoning

o3 (batch): Yes
Qwen3.8 27B (Xhigh): Yes

Open weights

o3 (batch): —
Qwen3.8 27B (Xhigh): Yes

Cost / task

o3 (batch): —
Qwen3.8 27B (Xhigh): $3.53

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.

o3 (batch)20.2 · $1.75
Qwen3.8 27B (Xhigh)20.1 · $1.13