Unverified50% confidenceBenchmarkExact time
Official measurements: after the inference worker is killed midway through streaming output, Superfluid restores service within 1.8 seconds and keeps the stream intact; Ollama also restores within 1.8 seconds but the stream is truncated; llama-server and mlx_lm.server have no checkpoint recovery capability.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/13/2026
First Seen
Valid until: 1/11/2027
Sources
Related Entities
Related Claims
UnverifiedIn a test scenario where eight agents each process 7.5k-token documents and a chat request is issued in the second second, Superfluid answers in 0.36 seconds while llama-server outputs no first token for more than 10 seconds, a first-token latency gap of about 30 times.59% similarUnverifiedOllama unloads the model after 5 minutes of idle time, causing a cold-start timeout of over 20 seconds during an actual power outage.54% similar
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