Analyzing Variances between AWS Dashboard Display and Cost Explorer SDK Calculations

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There is a slight difference between the cost shown in the AWS dashboard and the cost obtained when calculating the monthly cost through the AWS cost explorer SDK. What could be the reason for that? enter image description here

Service Cost Explorer SDK ($) AWS Dashboard ($)
Neptune 70.0700546215 72.40
EC2-Instance 71.4260524572 71.43
EC2-Other 57.7973261169 60.28
VPC 11.2601180897 11.98
S3 6.7667165439 6.99
Elastic Load Balancing 5.7825053328 6.32
Key Management Service 0.977930436 1.04
Data Pipeline 0.96774192 1.00
CloudWatch 0.2595207752 0.31
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