Model Comparator

Compare up to four models using the same criteria.

Gemini 3.7 Flash (Medium)
Google
Qwen3.8 2.4T A95B
Alibaba

Differences only

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

Model Comparator
Metrics	Gemini 3.7 Flash (Medium) Google	Qwen3.8 2.4T A95B Alibaba
Intelligence	39.6	Best: 39.9
Coding	71.5	Best: 71.9
Agentic	—	50.1
Cyber Index	—	12.6%
Speed	Best: 290 t/s	39.3 t/s
TTFT	5.24 s	Best: 3.03 s
Input · $ / 1M tokens	Best: $0.75	$2×2.7 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $3.75	$6×1.6 relative to the lowest price among the compared models
Context window	Best: 1M	262K
Reasoning	Yes	Yes
Open weights	No	Yes
Cost / task	—	$2.16

Intelligence

Gemini 3.7 Flash (Medium): 39.6
Qwen3.8 2.4T A95B: Best: 39.9

Coding

Gemini 3.7 Flash (Medium): 71.5
Qwen3.8 2.4T A95B: Best: 71.9

Agentic

Gemini 3.7 Flash (Medium): —
Qwen3.8 2.4T A95B: 50.1

Cyber Index

Gemini 3.7 Flash (Medium): —
Qwen3.8 2.4T A95B: 12.6%

Speed

Gemini 3.7 Flash (Medium): Best: 290 t/s
Qwen3.8 2.4T A95B: 39.3 t/s

TTFT

Gemini 3.7 Flash (Medium): 5.24 s
Qwen3.8 2.4T A95B: Best: 3.03 s

Input · $ / 1M tokens

Gemini 3.7 Flash (Medium): Best: $0.75
Qwen3.8 2.4T A95B: $2×2.7 relative to the lowest price among the compared models

Output · $ / 1M tokens

Gemini 3.7 Flash (Medium): Best: $3.75
Qwen3.8 2.4T A95B: $6×1.6 relative to the lowest price among the compared models

Context window

Gemini 3.7 Flash (Medium): Best: 1M
Qwen3.8 2.4T A95B: 262K

Reasoning

Gemini 3.7 Flash (Medium): Yes
Qwen3.8 2.4T A95B: Yes

Open weights

Gemini 3.7 Flash (Medium): No
Qwen3.8 2.4T A95B: Yes

Cost / task

Gemini 3.7 Flash (Medium): —
Qwen3.8 2.4T A95B: $2.16

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 3.7 Flash (Medium)39.6 · $1.50
Qwen3.8 2.4T A95B39.9 · $3