InferenceBench

Qwen/Qwen2.5-7B-Instruct

vllm 0.21.0 on 8x NVIDIA H100 80GB HBM3 (fp16) · seed 42 · run 019e3b39-5d04-7afb-a506-fe3140835575 · signed

Headline metrics

TTFT P50 (ms) 26.84
TTFT P99 (ms) 52.98
Throughput (tok/s) 541
$/M tokens
J/token 1.65
Power avg (W) 909
Power peak (W) 948
WER mean
J / audio s

All metrics

compliance_rate 0.9896
energy_joules_total 18,543
joules_per_token 1.65
ok_rate 1.00
power_avg_w 909
power_peak_w 948
req_per_s_all 4.63
req_per_s_passing 4.58
slo_hardware_class h100
slo_template_resolved ttft<200ms, tpot<50ms, total<3000ms
throughput_tok_per_s 541
total_p50_ms 822
total_p99_ms 929
tpot_p50_ms 6.27
tpot_p99_ms 6.50
ttft_p50_ms 26.84
ttft_p99_ms 52.98

Provenance

Model revisionunknown00
Providervllm
Hardware fingerprint550474fc9132129654f5d20c316eaffec99a1f67c0cc0b4641e60efb46ea79e7
Datasetbuiltin-chatbot-short · 6f4b1f68fc3a813baa983cbe70cd9ef57f8c86e6b2e6ccc9aaa2a498e588d510
Timestamp2026-05-18T13:14:35.652372+00:00
Envelope JSON43a8c771ef48.json

Verify this result

bench verify /bench/leaderboard/envelopes/43a8c771ef48.json

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