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Cost Savings Dashboard

💰 You've Saved ₹0.00 in API Costs!

Using context pruning to minimize expenses

🚀 THIS MONTH'S IMPACT

Live extrapolation across 1,000 students

YOUR SESSION TODAY
88% Pruned
245
tokens sent
1,755
tokens saved
SCALE TO 1,000 RURAL STUDENTS
Per student per day
₹0.18
(10 questions × 88% saved)
Daily savings (1,000 students)
₹180
(₹0.18 × 1,000)
Monthly savings (30 days)
₹5,400 🇮🇳
(₹180 × 30 days)
The Story: In rural India, where bandwidth is precious and data costs are high, VidyaBot's 88% cost reduction means we can serve 5x more students on the same API budget. One month of savings = enough API credits to answer 10,000+ questions for 100 students.
0
Total Questions
0%
Cache Hit Rate
📉
0
Tokens Saved
💵
$0.00
Actual Cost

Token Usage Comparison

Baseline 2000
Actual 400

What it means: Instead of sending full textbook (~2000 tokens), we use smart pruning to send only relevant content (~400 tokens) = 80% cost reduction!

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