Unverified50% confidenceTradeoffExact time
Local model inference is slow (approximately 1–5 tokens/second) while the cloud can reach 50+ tokens/second; local models have a lower capability ceiling but incur no API costs or privacy concerns.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/8/2026
First Seen
Valid until: 12/7/2026
Sources
Related Entities
Related Claims
Unverified本地推理的首 token 延迟通常在 100-500ms，而云端 API 在网络良好时需要 500-2000ms 的首 token 延迟74% similarUnverified同等参数的Dense模型在没有MTP的情况下，生成速度通常只有40-50 tokens/s71% similarUnverified缺少独立 GPU 的设备运行 2B 参数模型时生成速度可能低于每秒 5 个 token68% similarUnverifiedLocally running open-source LLM models typically have a context capacity of only 4K to 32K tokens, limited by hardware memory.65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/878121API
curl https://kongchang.com/api/v1/knowledge/claims/878121MCP
get_claim(id=878121)