AgentX and 8K/1K results
550 head-to-head inference benchmark comparisons across Muse Spark 1.3/Open 816B, DeepSeek V4 Pro 0813 1.6T, DeepSeek V4.1 Flash 552B, DeepSeek R1, Kimi K3.1 Pro 2.8T, Kimi K3 2.8T, Kimi K2.5/K2.6/K2.7-Code 1T, GLM 5/5.1, GLM 5.3 744B, MiniMax M3 428B, MiniMax M3.1 Flash 428B, MiniMax M2.5/M2.7, Qwen 3.8 Flash Next 176B-A6B, Qwen 3.5 397B-A17B, gpt-oss 120B, and Llama 3.3 70B. Models with AgentX data open long-context, multi-turn trace replay results. Models not yet covered by AgentX open the controlled 8K/1K workload. Each pair lists its scenario.