The Claude Code Analytics
Anthropic Doesn't Give You
Anthropic shows you a usage percentage. That's it. MyTokenTracker's Insights page shows you where every dollar goes — how much your subscription saves you, which models cost the most, which projects eat your budget, and how your usage trends week over week.
What Anthropic shows you vs. what you actually need
What Anthropic gives you
- A single usage percentage bar
- No breakdown by model
- No project-level visibility
- No historical trends
- No idea if your subscription is worth it
What MyTokenTracker Insights gives you
- Exact dollar savings vs. API pricing
- Cost breakdown per model (Opus, Sonnet, Haiku)
- Per-project economics with daily rates
- Week-over-week and month-over-month trends
- Daily plan vs. API cost comparison chart
Every insight, explained
Subscription Savings Calculator
The big number you've been wondering about
Your Max plan costs $200/mo. But how much would you pay if you used the API instead? The Insights page calculates the exact API equivalent of your 30-day usage and shows the dollar amount you're saving — or overpaying. For heavy Claude Code users, this number is often $400+ in monthly savings.
Week-over-Week Trends
Spot changes before they become problems
See your cost, tokens, and session count compared to the previous week with percentage changes. Costs spiking? You'll know immediately. Usage dropping? See if it's a model switch or a project winding down. Color-coded indicators make trends instantly visible.
Daily Plan vs. API Cost Chart
14 days of subscription value, visualized
An interactive bar + line chart showing your daily subscription cost alongside what you would have paid at API rates. The gap between the two lines is your daily savings. Most subscription users see the API line running 2–4x higher than their plan cost — that's the value of your subscription, quantified.
Per-Model Cost Breakdown
Opus vs. Sonnet vs. Haiku — where does the money go?
A detailed table showing sessions, subscription cost, API equivalent cost, and savings for each Claude model. Opus sessions cost the most at API rates but are included in your subscription. See exactly how much value each model is delivering to justify your plan choice.
Per-Project Economics
Know which projects are worth the investment
Every project you work on gets its own economics card: subscription cost, API equivalent, savings, daily rate, session count, and dominant model. If a side project is eating half your budget, you'll see it here. Manage up to 15 projects simultaneously with full cost attribution.
Who needs Claude Code Insights?
Solo Developers
Know if your Max or Pro subscription is worth the cost. See exactly how much you'd pay at API rates and validate your plan choice with data.
Team Leads
Track which projects consume the most AI budget. Make informed decisions about resource allocation and prove ROI on AI subscriptions.
Budget-Conscious Builders
If you're spending $100–$200/mo on Claude Code, you deserve to know what you're getting for it. Insights turns a black box into a spreadsheet.
Frequently Asked Questions
How are subscription savings calculated?
We take your actual token usage over 30 days, apply Anthropic's published API pricing per model, and compare the total to your plan cost. The difference is your savings. Our self-learning algorithms improve accuracy as more users sync their data.
Is this available on the free plan?
Yes. Insights is available on all plans. The free plan gives you 7 days of data retention with the same insights calculations. Pro and Team plans unlock 90-day and 1-year retention for longer trend analysis.
How accurate are the API cost estimates?
We use Anthropic's published API pricing and your actual token counts to calculate API equivalents. Our community-powered calibration system tests 5 competing algorithms against real user data to find the most accurate model. Accuracy improves with every sync.
Can I track multiple Claude Code plans (Pro, Max)?
Absolutely. Set your plan type in settings, and all savings calculations automatically adjust. Switching plans? Your historical data is preserved — just update the setting and the Insights page recalculates.
What if I'm not saving money?
That's equally valuable information. If the Insights page shows your API costs are lower than your subscription, it may be time to consider a lower-tier plan. Data-driven decisions beat guessing every time.
Related Reading
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