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Carmen Li, Sonic AI

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Carmen Li

CEO, Compute Exchange and Silicon Data · Person

16

Mentions

1

Episodes

16

Claims

Carmen Li - CEO, Compute Exchange and Silicon Data. Tracked across 16 mentions in podcasts and expert conversations analyzed by Sonic.

What Carmen Li has said

Compute Exchange operates as a spot marketplace for GPU procurement, offering reserve contracts, forward contracts, and refurbished contracts.

neutral·Carmen Li

The on-demand price for GPU compute can fluctuate from $3 to $9 depending on shifts in the supply and demand curve.

neutral·Carmen Li

The on-demand rental rate for the NVIDIA H100 GPU has increased by approximately 8% over the past three months.

bullish·Carmen Li

Compute Exchange operates as a spot marketplace for GPU procurement, offering reserve contracts, forward contracts, and refurbished contracts.

Expert perspectiveCarmen LiJun 15

The on-demand price for GPU compute can fluctuate from $3 to $9 depending on shifts in the supply and demand curve.

Expert perspectiveCarmen LiJun 15

The on-demand rental rate for the NVIDIA H100 GPU has increased by approximately 8% over the past three months.

Expert perspectiveCarmen LiJun 15

Hyperscalers charge approximately $0.40 per GPU per hour for the older NVIDIA L40S chips.

Expert perspectiveCarmen LiJun 15

Silicon Data plans to launch GPU futures and options on the CME in the next couple of months, pending SEC approval.

Expert perspectiveCarmen LiJun 15

Silicon Data has aggregated 8 million pricing points from approximately 200 global data sources for its compute indices.

Expert perspectiveCarmen LiJun 15

The upcoming GPU futures on CME will be financially settled.

Expert perspectiveCarmen LiJun 15

The daily price volatility for the NVIDIA A100 and H100 indices is between 20% and 30%.

Expert perspectiveCarmen LiJun 15

Silicon Data's LLM token index, which tracks a mix of input and output token prices, doubled in price from $2.21 per million tokens since December 1st of the previous year.

Expert perspectiveCarmen LiJun 15

The resale value of a refurbished NVIDIA H100 GPU after two years was approximately 85% of its original price, based on data from late 2023.

Expert perspectiveCarmen LiJun 15

Silicon Data previously collaborated with Polymarket to test GPU price contracts that settled in February and April.

Expert perspectiveCarmen LiJun 15

Compute Exchange independently verifies GPU performance on metrics like flops, memory bandwidth, and tokens before delivering them to customers.

Expert perspectiveCarmen LiJun 15

A study by Silicon Data and Jefferson Lab published at the GPGPU conference found a 38% performance variance among identical NVIDIA A100 40GB GPUs.

Expert perspectiveCarmen LiJun 15

The on-demand rental rate for the NVIDIA A100 GPU has increased by 10-15% over the past three months.

Expert perspectiveCarmen LiJun 15

The resale value of a refurbished NVIDIA H100 GPU after three years was approximately 84% of its original price, based on data from late 2023.

Expert perspectiveCarmen LiJun 15

Silicon Data's platform ingests over 150,000 traded prices daily from over 100 data sources to calculate its GPU indices.

Expert perspectiveCarmen LiJun 15

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