Unverified50% confidenceBenchmarkExact time
Time-to-first-token latency is the most discouraging factor in local large model deployment, with first-response wait times exceeding 100 minutes at 256K context and two to three hours for 300K+ context.
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Long-term
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9/11/2026
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