[KongchangAI]
Unverified50% confidenceBenchmarkExact time

The vLLM team published DeepSeek-V4.1-Flash-1017's results on the SemiAnalysis AgentX benchmark: 1.3 billion tokens can be run per dollar of TCO.

1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/17/2026
First Seen
Valid until: 10/31/2026

Sources

DeepSeek-V4.1-Flash Review: 1.3B Tokens per Dollar on vLLM, 5x Agent Throughput Gain

Related Entities

vLLMcompanyDeepSeek-V4.1-Flash-1017modelSemiAnalysis AgentXconcept

Related Claims

UnverifiedRunning vLLM 0.27.1 official image to infer Qwen2.5-0.5B-Instruct (fp16) on an H100 SXM 80GB on vast.ai ($2.689 per hour, 20 vCPU), the cost per million output tokens is about $1.26 under a single-request serial load.65% similar

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