AI BriefingInteractive Calculator Estimates GPU Needs for Llama 3.3 70B and DeepSeek V4 Models
Key point
A new interactive tool estimates GPU requirements for serving large language models like Llama 3.3 70B and DeepSeek V4 Pro, using benchmark data for H100 and B200 hardware.
Details
The calculator provides planning estimates for serving various LLMs, including Llama 3.3 70B, DeepSeek V4 Pro, and gpt-oss 120B. For Llama 3.3 70B, serving 1 trillion tokens in one month is estimated to require 367 H100 GPUs at a base throughput of 1,000 tokens per second. DeepSeek V4 Pro estimates are based on B200 hardware, with a reference throughput of 1,000 tokens per second. The tool distinguishes between measured benchmarks and estimated values, noting that results for estimated presets may vary by a factor of two.
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