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	68/100	81/100	33/100	92/100
Beam 1.0 501B A23B	50/100	88/100	55/100	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

$0.15/ 1M

$0.40/ 1M

Output

$0.60/ 1M

$1.20/ 1M

Cached input

$0.003/ 1M

$0.04/ 1M

MomentumLast 2 mo

Unique users

3.9M

181K

Completed sessions

101,803,748

3,889,051

Token share

36.9%

0.8%

Tokens

438T+100%

9.6T+100%

SEP 2OCT 27

RetentionWeek 1

Returning users

69.2%413K user-weeks

63.3%983 user-weeks

Related comparisons. Other model pairs to check.