Unverified50% confidenceBenchmarkExact time
In the measurements, the tool definitions of gopls v0.23.0 (8 tools) consume 878 tokens, averaging 109 tokens per tool.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/17/2026
First Seen
Valid until: 10/31/2026
Sources
Related Entities
Related Claims
UnverifiedAccording to the video author's calculation, enabling Tool Search makes the input Token cost about 5-9 times cheaper than the unoptimized version.59% similarUnverifiedThe payload size returned by different search APIs can differ by orders of magnitude—for the same query, one API may return 800 tokens while another may return 8,000 tokens.57% similarUnverifiedThe prefill throughput of this setup increases with prompt length, climbing from approximately 290 tokens/s for short prompts to approximately 1,300 tokens/s, with an average prefill throughput of approximately 900 tokens/s.56% similarUnverifiedIn the demo record, Support Copilot answers "How do I rotate a vendor key?" via Slack, with the model labeled as anthropic/claude-opus-4.5 on OpenRouter, 5,397 input Tokens, 170 output Tokens, a reported cost of $0.0312, and one completed search_documents call.56% similarUnverifiedThe prefill cost calculation formula is: Prefill blocks = (Total input tokens - Cached tokens) / Block size.55% similar
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