qwen2.5-coder on RTX 4090 (48GB) + AMD EPYC 7763 64-Core Processor (128c) + 1008GB
RTX 4090 (48GB) + AMD EPYC 7763 64-Core Processor (128c) + 1008GB
suite suite-v1
cli 0.0.3
signed2vl5fpPOU8…
Embed badgesubmitted Jul 02, 2026Workload results
| Workload | Backend | Model | decode tok/s | prefill tok/s | TTFT | p50 | p95 |
|---|---|---|---|---|---|---|---|
| chat-short | ollama@0.31.1 | qwen2.5-coderQ4_K_M | 159.4tok/s | 452.0tok/s | 290ms | 6.3ms | 6.4ms |
| chat-long | ollama@0.31.1 | qwen2.5-coderQ4_K_M | 154.7tok/s | 5,998.7tok/s | 528ms | 6.5ms | 6.5ms |
| concurrent-decode | ollama@0.31.1 | qwen2.5-coderQ4_K_M | 161.1tok/s | — | — | 6.2ms | 6.3ms |
| agent-trace | ollama@0.31.1 | qwen2.5-coderQ4_K_M | 158.1tok/s | 6,421.1tok/s | 320ms | 6.3ms | 6.5ms |
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 'qwen2.5-coder' --workload 'concurrent-decode'
Runs in about a minute. Your number lands on the leaderboard signed and linkable. How it's measured.
Embed this run
Drop the badge into a README, blog post, or signature. Each render is a backlink to the signed result.
[](https://llm-speed.com/r/r_mv8n8k9wu1e)Related benchmarks
- More qwen2.5-coder benchmarks — every backend and rig that has run this model.
- More RTX 4090 (48GB) LLM benchmarks — every model measured on this hardware.
Provenance
- Run ID
- r_mv8n8k9wu1e
- Fingerprint hash
- Public key
- 2vl5fpPOU8Buk4w4jyEBadaEGGNfAwa0ggATnLFNLlM=
- Received
- 2026-07-02 06:45:29