Models we advise on

Three big open-source models from the Arena agent leaderboard, filtered to Open Source. For each, the memory math is shown as a formula you can follow yourself, then the minimum hardware that actually clears it.

Tencent Hy3

License: Apache 2.0 (open) · 295 billion parameters

295 billion params × 1 GB = 295 GB, +20% working room = 354 GB required

Minimum setup that clears this requirement

4 × RTX PRO 6000 Blackwell Workstation Edition

Required (with headroom)354 GB
This build's total memory384 GB
Headroom30 GB
Total price$53,000
Total power2,400 W

Z.ai GLM-5.2

License: MIT (open) · 753 billion parameters

753 billion params × 1 GB = 753 GB, +20% working room = 903.6 GB required

Minimum setup that clears this requirement

1 × HGX B200 server

Required (with headroom)903.6 GB
This build's total memory1,440 GB
Headroom536.4 GB
Total price$450,000
Total power14,300 W

DeepSeek V4 Pro

License: MIT (open) · 1,600 billion parameters

1,600 billion params × 1 GB = 1,600 GB, +20% working room = 1,920 GB required

Minimum setup that clears this requirement

2 × HGX B200 server

Required (with headroom)1,920 GB
This build's total memory2,880 GB
Headroom960 GB
Total price$900,000
Total power28,600 W