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llm-speed

gemma3 on RTX 4090 (24GB) + AMD EPYC 7443 24-Core Processor (24c) + 252GB

Workload results

WorkloadBackendModeldecode tok/sprefill tok/sTTFTp50p95
chat-shortollama@0.31.1gemma3Q4_K_M195.0tok/s167.2tok/s706ms5.1ms5.4ms
chat-longollama@0.31.1gemma3Q4_K_M187.6tok/s3,254.1tok/s979ms5.3ms5.4ms
concurrent-decodeollama@0.31.1gemma3Q4_K_M193.1tok/s5.1ms5.3ms
agent-traceollama@0.31.1gemma3Q4_K_M190.0tok/s3,543.4tok/s715ms5.2ms5.5ms

Reproduce on your machine

Same workload, same model, signed at your rig. The exact command that produced this run:

$ pipx install llm-speed && llm-speed bench --model 'gemma3' --workload 'chat-short'

Runs in about a minute. Your number lands on the leaderboard signed and linkable. How it's measured.

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llm-speed: 195 tok/s on RTX 4090 (24GB) (gemma3)
[![llm-speed: 195 tok/s on RTX 4090 (24GB) (gemma3)](https://llm-speed.com/badge/r_dlanfbgym0h.svg)](https://llm-speed.com/r/r_dlanfbgym0h)

Related benchmarks

Provenance

Run ID
r_dlanfbgym0h
Fingerprint hash
Public key
E+zg15JJFhXi/5idiflZ8wsx7P2xrouvCpxt67yVxfE=
Received
2026-07-02 16:53:44