Unverified50% confidenceOpinionExact time
Incorrect tool selection can lead to longer execution times, higher API costs, and lower task success rates.
1
Sources
50%
Confidence
Long-term
Relevance
9/28/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn long trajectories, agents exhibit unnecessary repeated planning and redundant tool calls, wasting tokens and API costs.77% similarUnverifiedLLM-based structured extraction has strong generalization capability but incurs additional API call costs and latency; rule-based extraction is fast and low-cost but requires writing site-specific rules and is prone to breaking after redesigns—the two involve a significant trade-off.77% similarUnverifiedAgainst the backdrop of high API costs and continuously intensifying anti-scraping measures, alternative frontend tools are unlikely to recapture their earlier prosperity in the short term.74% similarUnverifiedEach LLM call for page understanding introduces latency and API call cost issues, and the cumulative cost of multi-step tasks may exceed user expectations.74% similarUnverifiedLonger context not only means higher API costs, but also leads to increased inference latency and attention dilution.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/956387API
curl https://kongchang.com/api/v1/knowledge/claims/956387MCP
get_claim(id=956387)