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mem0's 2026-09-15 technical analysis details V4.1 Flash as a 552B MoE trained on 45 trillion multimodal tokens with a Causal Encoder-Decoder architecture, 8B active parameters for input and 16B for output, and a 1M-token context window. The post highlights a KV cache compressed to 890 bytes per token, a claimed 437x re The same analysis cites off-peak input pricing of $0.15 per million tokens ($0.003 cached) and reports V4.1 Flash beating Claude Opus 5 and GPT-5.6 Sol on Terminal-Bench 2.1 (90.6 vs 89.1 and 88.8) and DeepSWE v1.1 (74.2 vs 74.0 and 73.0). The piece frames long context as working memory and positions external memory la