PipelineScore
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Rig head-to-head

h100-80gb vs cloud-api

h100-80gb wins+0.2 pts (+0%)on best run posted.
Hardware
Winner
h100-80gb
84.8MAINLINE
Runs
7
Users
7
Avg latency
875ms
Est. price
$27,000
Hardware
cloud-api
84.7MAINLINE
Runs
10
Users
8
Avg latency
864ms
Est. price

Same model, both rigs

Best score per model on each rig — identical testpack, identical weights, only the hardware differs.

Modelh100-80gbcloud-api
DeepSeek V4
81.5
-0.4
81.9
+0.4
Mixtral 8x22B Instruct
78.3
+3.6
74.7
-3.6

5 models only tested on h100-80gb · 6 models only tested on cloud-api. Run the missing ones to settle it.