Unverified50% confidenceFactExact time
The same model under different Harnesses can differ in task completion rate by several times.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Self-Evolving Agent Harness: The Self-Improvement of Agent Frameworks
hackernewshackernews10/16/2026
Related Entities
Related Claims
UnverifiedThe same model paired with different harnesses can differ severalfold in actual performance.76% similarUnverifiedUsing the same model in a tightly integrated workspace with instructions, skills, and sub-agents can potentially reduce token consumption by multiples.75% similarUnverified不同模型在基准测试上的性能差异往往远小于同一模型在不同任务类型、不同输入格式下的行为差异73% similarUnverifiedThe officially claimed 2x speedup and 70% VRAM savings are typically derived from comparisons against an unoptimized baseline, and actual performance varies depending on model scale, hardware model, and task type.71% similarUnverifiedWhen comparing model pricing across the board, estimating the monthly bill for completing the same task is more meaningful than simply comparing the listed price per million tokens, because the number of tokens consumed by different models to complete the same task can vary significantly.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1044687API
curl https://kongchang.com/api/v1/knowledge/claims/1044687MCP
get_claim(id=1044687)