Compare AI models: DeepSeek V4.1 Flash vs Beam 1.0 501B A23B

ReasoningCodingCost efficiencyContext windowMultimodalTool use

Normalized model capability scores
Model	Reasoning	Coding	Cost efficiency	Context window	Multimodal	Tool use
DeepSeek V4.1 Flash	100/100	100/100	64/100	81/100	33/100	92/100
Beam 1.0 501B A23B	50/100	88/100	56/100	92/100	0/100	50/100 — Tool calling supported; no comparable benchmark

Overview

Author

Context length

Reasoning

True

Input modalities

Text, Image

Text

Output modalities

Text

Providers

Pricing

Input

$0.17/ 1M

$0.40/ 1M

Output

$0.70/ 1M

$1.20/ 1M

Cached input

$0.005/ 1M

$0.04/ 1M

MomentumLast 2 mo

Unique users

5.5M

344K

Completed sessions

149,589,136

6,106,407

Token share

49%

1.38%

Tokens

659T+8,163%

19T+100%

SEP 12NOV 6

RetentionWeek 1

Returning users

72.8%522K user-weeks

72%3.2K user-weeks

Related comparisons. Other model pairs to check.