InferenceBench

Qwen/Qwen2.5-72B-Instruct

vllm 0.22.1 on 8x NVIDIA H100 80GB HBM3 (bf16) · seed 42 · run 019ebf74-9c6e-7b36-9234-39c3fd8ced02 · signed

Headline metrics

TTFT P50 (ms) 24.21
TTFT P99 (ms) 33.59
Throughput (tok/s) 56.47
$/M tokens
J/token 37.18
Power avg (W) 2,112
Power peak (W) 2,189
WER mean
J / audio s

All metrics

compliance_rate 1.00
energy_joules_total 189,335
joules_per_token 37.18
ok_rate 1.00
power_avg_w 2,112
power_peak_w 2,189
req_per_s_all 0.4768
req_per_s_passing 0.4768
slo_hardware_class h100
slo_template_resolved ttft<200ms, tpot<50ms, total<3000ms
throughput_tok_per_s 56.47
total_p50_ms 2,062
total_p99_ms 2,073
tpot_p50_ms 16.05
tpot_p99_ms 16.39
ttft_p50_ms 24.21
ttft_p99_ms 33.59

Provenance

Model revisionunknown00
Providervllm
Hardware fingerprintc353425077b20b36c71d9c32d9e5d49096478f4a0f7d6078c1dfc83c408ccf50
Datasetbuiltin-chatbot-short · 6f4b1f68fc3a813baa983cbe70cd9ef57f8c86e6b2e6ccc9aaa2a498e588d510
Timestamp2026-06-13T05:29:11.022500+00:00
Envelope JSONc1-79d354b13545.json

Verify this result

bench verify /bench/leaderboard/envelopes/c1-79d354b13545.json

bench verify re-downloads this envelope, recomputes the canonical content hash, and validates the Sigstore signature against the embedded certificate + Rekor entry.