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CALCULATOR
Deployment calculator
Tier 0 measured + Tier 1 calibrated Roofline upper bound · transparent formulas
1.
Pick model
2.
Pick hardware
3.
Configure scenario
✓
1. Pick model
DeepSeek V4 Flash
284B MOE · deepseek
DeepSeek V4 Pro
1600B MOE · deepseek
Kimi K2.6
1000B MOE · moonshot
MiniMax M2.7
456B HYBRID · minimax
GLM-5.1
754B MOE · zhipu
Qwen3.6 Plus
480B MOE · alibaba
Mistral Small 4
119B MOE · mistral
GLM-5 Reasoning
32B DENSE · zhipu
Qwen3.5 397B Reasoning
397B MOE · alibaba
Gemma 4 26B
26B MOE · google
Mistral Large 3
123B DENSE · mistral
GPT-OSS
120B MOE · openai
Llama 4 Maverick
400B MOE · meta
Llama 4 Scout
109B MOE · meta
DeepSeek R1
671B MOE · deepseek
Llama 3.3 70B Instruct
70B DENSE · meta
Qwen2.5-Coder 32B Instruct
32B DENSE · alibaba
AlphaFold 3
0.21B DENSE · google
GraphCast
0.0367B DENSE · google