Unverified50% confidenceFactExact time
After reducing the tool set from 18 to 6 relevant tools, the monthly Schema cost dropped from $1,433 to $563, saving $870, without modifying any prompt.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
Related Entities
Related Claims
UnverifiedA detailed tool Schema typically consumes 200 to 500 tokens, and the complete Schema set for 600 tools can reach as high as 100,000 to 300,000 tokens.65% similarUnverifiedThe system's operating cost dropped from thousands of dollars per month in consulting fees to 20 to 30 dollars per week, with the inference cost per single data source as low as 1.16 dollars.65% similarUnverifiedWith the caching architecture, the total context cost for a 400K-token repository across a 50-step autonomous refactoring session can be reduced from approximately $40.00 to approximately $4.92, saving over 87%.64% similarUnverifiedIn this experiment, the estimated API cost for controllable forgetting was $1.28–$1.44, compared to approximately $4.38 for retaining the full history, with a cumulative reduction in input tokens of approximately 50%.64% similarUnverifiedRunning the same benchmark suite, Grok 4.6 costs $1.86, Astra costs $3.26, and Grok 4.7 costs as much as $3.74 per task.63% similar
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