Model Comparator

Compare up to four models using the same criteria.

Beam 1.0 501B A23B
Reflection
Kimi K3 (Max)
Moonshot AI

Differences only

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

Model Comparator
Metrics	Beam 1.0 501B A23B Reflection	Kimi K3 (Max) Moonshot AI
Intelligence	Best: 17.7	17.4
Coding	—	72
Agentic	—	29.3
Cyber Index	—	41.3%
Speed	—	48.3 t/s
TTFT	—	3.81 s
Input · $ / 1M tokens	Best: $0.25	$3×12 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1	$15×15 relative to the lowest price among the compared models
Context window	Best: 1.05M	1M
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	—	$2.00

Intelligence

Beam 1.0 501B A23B: Best: 17.7
Kimi K3 (Max): 17.4

Coding

Beam 1.0 501B A23B: —
Kimi K3 (Max): 72

Agentic

Beam 1.0 501B A23B: —
Kimi K3 (Max): 29.3

Cyber Index

Beam 1.0 501B A23B: —
Kimi K3 (Max): 41.3%

Speed

Beam 1.0 501B A23B: —
Kimi K3 (Max): 48.3 t/s

TTFT

Beam 1.0 501B A23B: —
Kimi K3 (Max): 3.81 s

Input · $ / 1M tokens

Beam 1.0 501B A23B: Best: $0.25
Kimi K3 (Max): $3×12 relative to the lowest price among the compared models

Output · $ / 1M tokens

Beam 1.0 501B A23B: Best: $1
Kimi K3 (Max): $15×15 relative to the lowest price among the compared models

Context window

Beam 1.0 501B A23B: Best: 1.05M
Kimi K3 (Max): 1M

Reasoning

Beam 1.0 501B A23B: Yes
Kimi K3 (Max): Yes

Open weights

Beam 1.0 501B A23B: Yes
Kimi K3 (Max): Yes

Cost / task

Beam 1.0 501B A23B: —
Kimi K3 (Max): $2.00

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.

Beam 1.0 501B A23B17.7 · $0.438
Kimi K3 (Max)17.4 · $6