Unverified50% confidenceBenchmarkExact time
In speculative sampling, when the acceptance rate of candidate tokens is high, the effective number of output tokens per forward pass can reach 2–4, thereby improving the overall generation speed by 1.5x–3x.
1
Sources
50%
Confidence
Long-term
Relevance
9/5/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn token generation tests for the Gemma 4 12B model, Spark reached 26.4 tokens/s, Halo 24.6 tokens/s, and M4 Pro was the fastest at 33.8 tokens/s.65% similarUnverified根据Artificial Analysis数据，Fable完成单个任务约用33k token，Opus 5约用37k token63% similarUnverified父子分块策略用小块（128~256 Token）做精准检索，命中后返回其所属大块（512~1024 Token）作为上下文63% similarUnverifiedGrok 4.5 is reportedly approximately twice as token-efficient as comparable leading models, capable of completing tasks in fewer than half the steps.63% similarUnverifiedIn the e-commerce website test, Opus 4.8 consumed 4.898 million output tokens while Fable 5 used only 588K tokens62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/862245API
curl https://kongchang.com/api/v1/knowledge/claims/862245MCP
get_claim(id=862245)