Unverified50% confidenceBenchmarkExact time
According to Lamado's CPPP benchmark, from M4 Max to M5 Max, prompt reading (pre-fill) speed is about 3.5 times faster.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/1/2026
First Seen
Valid until: 1/30/2027
Sources
Related Entities
Related Claims
UnverifiedThe CS-4's inference speed is an order of magnitude faster (about 30x) than GPU solutions.64% similarUnverifiedA third-party same-VRAM comparison on Zhihu shows that Stratavie writes responses at 62.9 tokens/second, while Llama.cpp achieves 23.4 tokens/second, with long-document reading being nearly 10 times faster.64% similarUnverifiedIn this test, when reading a 2048-token prompt, FP8 prefill speed was 10,118 tok/s, ahead of BF16 (7,003 tok/s), NVFP4 (6,978 tok/s), MXFP8 (6,061 tok/s) and GGUF Q5_K_M (1,710 tok/s).63% similarUnverifiedIn a model comparison test, qwen2.5:3b correctly understood pace, produced 0 hallucinated place names, had a length error of 0.3%, peak memory of 259 MB, and took 106 seconds.63% similarUnverifiedCompared to the interior-point solver IPOPT, the new solver achieves a median speedup of up to four times.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1122345API
curl https://kongchang.com/api/v1/knowledge/claims/1122345MCP
get_claim(id=1122345)