Model Comparator

Compare up to four models using the same criteria.

Beam 1.0
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 Reflection	Kimi K3 (Max) Moonshot AI
Intelligence	Best: 17.7	17.4
Coding	—	72
Agentic	—	29.3
Cyber Index	33.7%	Best: 41.3%
Speed	Best: 342 t/s	48.3 t/s
TTFT	Best: 0.77 s	3.81 s
Input · $ / 1M tokens	Best: $0.40	$3×7.5 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $1.20	$15×12.5 relative to the lowest price among the compared models
Context window	1M	1M
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	Best: $0.284	$2.00×7 relative to the lowest price among the compared models

Intelligence

Beam 1.0: Best: 17.7
Kimi K3 (Max): 17.4

Coding

Beam 1.0: —
Kimi K3 (Max): 72

Agentic

Beam 1.0: —
Kimi K3 (Max): 29.3

Cyber Index

Beam 1.0: 33.7%
Kimi K3 (Max): Best: 41.3%

Speed

Beam 1.0: Best: 342 t/s
Kimi K3 (Max): 48.3 t/s

TTFT

Beam 1.0: Best: 0.77 s
Kimi K3 (Max): 3.81 s

Input · $ / 1M tokens

Beam 1.0: Best: $0.40
Kimi K3 (Max): $3×7.5 relative to the lowest price among the compared models

Output · $ / 1M tokens

Beam 1.0: Best: $1.20
Kimi K3 (Max): $15×12.5 relative to the lowest price among the compared models

Context window

Beam 1.0: 1M
Kimi K3 (Max): 1M

Reasoning

Beam 1.0: Yes
Kimi K3 (Max): Yes

Open weights

Beam 1.0: Yes
Kimi K3 (Max): Yes

Cost / task

Beam 1.0: Best: $0.284
Kimi K3 (Max): $2.00×7 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.

Beam 1.017.7 · $0.284
Kimi K3 (Max)17.4 · $2.00