AWS Cost Calculator CLI - Calculate daily and annual AWS costs across multiple accounts
Project description
AWS Cost Calculator (cc)
A CLI tool to quickly calculate AWS costs across multiple accounts.
Installation
cd ~/cost-calculator
pip install -e .
Quick Start
1. Login to AWS SSO
aws sso login --profile my_aws_profile
Note: You need to do this before running cost calculations. The SSO session typically lasts 8-12 hours.
2. Initialize a profile
cc init --profile myprofile \
--aws-profile my_aws_profile \
--accounts "123456789012,234567890123,345678901234"
3. Calculate costs
# Default: Today minus 2 days, going back 30 days
cc calculate --profile myprofile
# Specific start date
cc calculate --profile myprofile --start-date 2025-11-04
# Custom offset and window
cc calculate --profile myprofile --offset 2 --window 30
# JSON output
cc calculate --profile myprofile --json-output
4. Analyze cost trends
# Analyze last 3 weeks (default)
cc trends --profile myprofile
# Analyze more weeks
cc trends --profile myprofile --weeks 5
# Custom output file
cc trends --profile myprofile --output weekly_trends.md
# JSON output
cc trends --profile myprofile --json-output
5. List profiles
cc list-profiles
How It Works
Date Calculation
- Start Date: Defaults to today, or specify with
--start-date - Offset: Days to go back from start date (default: 2)
- Window: Number of days to analyze (default: 30)
Example: If today is Nov 4, 2025:
- With offset=2, window=30: Analyzes Oct 3 - Nov 2 (30 days)
Cost Calculation
- Operational Costs: Sum of daily costs ÷ window days
- Support Allocation:
- Gets support cost from the analysis month
- Divides by 2 (50% allocation)
- Divides by days in that month
- Daily Rate: Operational + Support per day
- Annual Projection: Daily rate × 365
Filters Applied
- Billing Entity: AWS only (excludes marketplace)
- Excluded: Tax, Support (calculated separately)
- Metric: Net Amortized Cost
Configuration
Profiles are stored in: ~/.config/cost-calculator/profiles.json
Example:
{
"myprofile": {
"aws_profile": "my_aws_profile",
"accounts": ["123456789012", "234567890123", "345678901234"]
}
}
Examples
# Quick daily check
cc calculate --profile myprofile
# Historical analysis
cc calculate --profile myprofile --start-date 2025-10-01
# Export to JSON for processing
cc calculate --profile myprofile --json-output > costs.json
# Different window size
cc calculate --profile myprofile --window 60
# Weekly cost trends analysis
cc trends --profile myprofile
# Analyze last 8 weeks
cc trends --profile myprofile --weeks 8
# Monthly cost trends analysis
cc monthly --profile myprofile
# Analyze last 12 months
cc monthly --profile myprofile --months 12
# Drill down into specific service
cc drill --profile myprofile --service "EC2 - Other"
# Drill down into specific account
cc drill --profile myprofile --account 123456789012
# Drill down into service within account
cc drill --profile myprofile --service "EC2 - Other" --account 123456789012
Trends Report
The trends command generates a markdown report with two types of analysis:
1. Week-over-Week (WoW)
Compares each week to the previous week - good for catching immediate spikes and changes.
2. Trailing 30-Day (T-30)
Compares each week to the same week 4 weeks ago - filters out noise and shows sustained trends.
Features:
- Service-level aggregation: Shows total cost per service (not individual usage types)
- Top 10 Increases/Decreases: For each comparison period
- Total rows: Sum of top 10 changes for quick assessment
- Filters: Only shows changes >$10 and >5%
Example output:
Week of Oct 19 → Week of Oct 26 (WoW)
Increases: 4, Decreases: 10
Top: EC2 - Other (+$949.12)
Week of Oct 26 vs Week of Sep 28 (T-30)
Increases: 10, Decreases: 10
Top: EC2 - Other (+$886.39)
The report is saved to cost_trends.md by default and includes:
- Service name
- Previous/baseline cost
- Current cost
- Change amount and percentage
- Total of top 10 changes
Monthly Report
The monthly command generates month-over-month cost comparisons:
Features:
- Service-level aggregation: Shows total cost per service
- Calendar month comparisons: October vs September, September vs August, etc.
- Top 10 Increases/Decreases: For each month comparison
- Total rows: Sum of top 10 changes
- Filters: Only shows changes >$50 and >5%
Example output:
October 2025 → November 2025
Increases: 1, Decreases: 10
Top: Savings Plans for AWS Compute usage (+$231,161.46)
The report is saved to monthly_trends.md by default.
Drill-Down Analysis
The drill command allows you to investigate cost changes at different levels of detail:
Funnel Approach:
- Start broad:
cc trends→ See EC2 costs up $1000 - Drill by service:
cc drill --service "EC2 - Other"→ See which accounts - Drill deeper:
cc drill --service "EC2 - Other" --account 123→ See usage types
Features:
- Week-over-week cost analysis: Compare costs between consecutive weeks
- Month-over-month cost analysis: Compare costs between consecutive months
- Drill-down analysis: Analyze costs by service, account, or usage type
- Pandas aggregations: Time series analysis with sum, avg, std across all weeks
- Volatility detection: Identify services with high cost variability and outliers
- Trend detection: Auto-detect increasing/decreasing cost patterns
- Search & filter: Find services by pattern or cost threshold
- Profile management: CRUD operations for account profiles in DynamoDB
- Markdown reports: Generate formatted reports
- JSON output: Machine-readable output for automation
- Lambda API backend: Serverless backend with pandas/numpy support
Example output:
# Drill by service
cc drill --profile myprofile --service "EC2 - Other"
Showing top accounts:
Week of Oct 19 → Week of Oct 26
Increases: 3, Decreases: 2
Top: 887649220066 (+$450.23)
The report is saved to drill_down.md by default.
Output
Analyzing: 2025-10-03 to 2025-11-02 (30 days)
AWS Profile: my_aws_profile
Accounts: 3
Fetching cost data...
Fetching support costs...
============================================================
Period: 2025-10-03 to 2025-11-02
Days analyzed: 30
============================================================
Total operational cost: $450,000.00
Daily operational: $14,516.13
Support (month): $15,000.00
Support per day (÷2÷days): $241.94
============================================================
DAILY RATE: $14,758.07
ANNUAL PROJECTION: $5,386,695
============================================================
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