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URL: https://willitrunai.com/compare?a=h800-80gb&b=a100-80gb

⇱ Compare GPUs for Local AI — Side-by-Side Hardware Analysis | Will It Run AI

Compare

Compare local AI hardware with workload-aware output.

NVIDIA H800 80GB wins for coding in balanced mode

Based on model fit, speed, and quality across top recommendations.

NVIDIA H800 80GB

Winner
SQwen3-Coder-Next
llama.cppq4-k-mRuns well
59.2 GB / 80.0 GB
164.1 tok/s244K ctx
SQwen 3.6 27B
llama.cppq8-0Runs well
38.8 GB / 80.0 GB
62.3 tok/s262K ctx
SGemma 4 31B
llama.cppq8-0Runs well
56.4 GB / 80.0 GB
53.1 tok/s42K ctx

Quick comparison

MetricNVIDIA H800 80GBNVIDIA A100 80GB
Models that fit33
Avg decode tok/s93.265.7
Best grade score9797

Operating mode: Balanced. Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.

NVIDIA A100 80GB

SQwen3-Coder-Next
llama.cppq4-k-mRuns well
59.2 GB / 80.0 GB
115.7 tok/s244K ctx
SQwen 3.6 27B
llama.cppq8-0Runs well
38.8 GB / 80.0 GB
43.9 tok/s262K ctx
SGemma 4 31B
llama.cppq8-0Runs well
56.4 GB / 80.0 GB
37.4 tok/s42K ctx