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Back to No.021 MiniMax M3.1 Flash in practice: tests and comparisons with DeepSeek V4.1 FlashUpdated 1 hour ago
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Parasail: MiniMax M3.1 Flash repeated words at 8 concurrent requests

A serving-stack race that single-request tests missed made MiniMax M3.1 Flash repeat words at 8 concurrent requests; the post covers the fix, long agent sessions and correctness under load.

Parasail
@parasail_ioArchived 1 hour agoOriginally posted 2026.10.29
Parasail: MiniMax M3.1 Flash repeated words at 8 concurrent requests
Parasail @parasail_ioOriginally posted 2026.10.29
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At 8 concurrent requests, our MiniMax M3.1 Flash serving stack started repeating words. Single-request tests missed the race. Here's how we fixed it, handled long agent sessions, and tested correctness under load: https://www.parasail.io/blog/minimax-m3-1-flash-day-0

x.com/parasail_io/status/2115508495470776439Archived 2026.10.29 12:04
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