Model Comparator

Compare up to four models using the same criteria.

Celeris-1
Celeris
Muse Glimmer (High)
Meta

Differences only

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

Model Comparator
Metrics	Celeris-1 Celeris	Muse Glimmer (High) Meta
Intelligence	6.3	6.3
Coding	14.4	Best: 49
Agentic	0.7	Best: 8.5
Speed	Best: 1,663 t/s	112 t/s
TTFT	Best: 0.55 s	0.99 s
Input · $ / 1M tokens	Best: $0.20	$0.30×1.5 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.70	$1.20×1.7 relative to the lowest price among the compared models
Context window	Best: 1M	131K
Reasoning	No	Yes
Open weights	No	Yes
Cost / task	Best: $0.0502	$0.161×3.2 relative to the lowest price among the compared models

Intelligence

Celeris-1: 6.3
Muse Glimmer (High): 6.3

Coding

Celeris-1: 14.4
Muse Glimmer (High): Best: 49

Agentic

Celeris-1: 0.7
Muse Glimmer (High): Best: 8.5

Speed

Celeris-1: Best: 1,663 t/s
Muse Glimmer (High): 112 t/s

TTFT

Celeris-1: Best: 0.55 s
Muse Glimmer (High): 0.99 s

Input · $ / 1M tokens

Celeris-1: Best: $0.20
Muse Glimmer (High): $0.30×1.5 relative to the lowest price among the compared models

Output · $ / 1M tokens

Celeris-1: Best: $0.70
Muse Glimmer (High): $1.20×1.7 relative to the lowest price among the compared models

Context window

Celeris-1: Best: 1M
Muse Glimmer (High): 131K

Reasoning

Celeris-1: No
Muse Glimmer (High): Yes

Open weights

Celeris-1: No
Muse Glimmer (High): Yes

Cost / task

Celeris-1: Best: $0.0502
Muse Glimmer (High): $0.161×3.2 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.

Celeris-16.3 · $0.0502
Muse Glimmer (High)6.3 · $0.161