Model Comparator

Compare up to four models using the same criteria.

Muse Spark 1.2 (Xhigh)
Meta
Qwen3.8 Max
Alibaba

Differences only

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

Model Comparator
Metrics	Muse Spark 1.2 (Xhigh) Meta	Qwen3.8 Max Alibaba
Intelligence	39.6	Best: 40.2
Coding	Best: 72.2	71.8
Agentic	43.2	Best: 49.1
Speed	Best: 233 t/s	38.5 t/s
TTFT	12.3 s	Best: 2.73 s
Input · $ / 1M tokens	Best: $1.25	$2×1.6 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $4.25	$6×1.4 relative to the lowest price among the compared models
Context window	1M	1M
Reasoning	Yes	Yes
Open weights	No	No
Cost / task	Best: $0.812	$2.67×3.3 relative to the lowest price among the compared models

Intelligence

Muse Spark 1.2 (Xhigh): 39.6
Qwen3.8 Max: Best: 40.2

Coding

Muse Spark 1.2 (Xhigh): Best: 72.2
Qwen3.8 Max: 71.8

Agentic

Muse Spark 1.2 (Xhigh): 43.2
Qwen3.8 Max: Best: 49.1

Speed

Muse Spark 1.2 (Xhigh): Best: 233 t/s
Qwen3.8 Max: 38.5 t/s

TTFT

Muse Spark 1.2 (Xhigh): 12.3 s
Qwen3.8 Max: Best: 2.73 s

Input · $ / 1M tokens

Muse Spark 1.2 (Xhigh): Best: $1.25
Qwen3.8 Max: $2×1.6 relative to the lowest price among the compared models

Output · $ / 1M tokens

Muse Spark 1.2 (Xhigh): Best: $4.25
Qwen3.8 Max: $6×1.4 relative to the lowest price among the compared models

Context window

Muse Spark 1.2 (Xhigh): 1M
Qwen3.8 Max: 1M

Reasoning

Muse Spark 1.2 (Xhigh): Yes
Qwen3.8 Max: Yes

Open weights

Muse Spark 1.2 (Xhigh): No
Qwen3.8 Max: No

Cost / task

Muse Spark 1.2 (Xhigh): Best: $0.812
Qwen3.8 Max: $2.67×3.3 relative to the lowest price among the compared models

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.

Muse Spark 1.2 (Xhigh)39.6 · $0.812
Qwen3.8 Max40.2 · $2.67