InferenceBench

meta-llama/Llama-3.1-70B-Instruct

vllm 0.21.0 on 8x NVIDIA H100 80GB HBM3 (fp16) · seed 42 · run 019e3b91-fedc-74a2-a660-44ccb0c4352b · signed

Headline metrics

TTFT P50 (ms) 46.74
TTFT P99 (ms) 1,333
Throughput (tok/s) 195
$/M tokens
J/token 10.07
Power avg (W) 2,003
Power peak (W) 2,153
WER mean
J / audio s

All metrics

compliance_rate 0.9714
cost_source registry:groq
cost_usd_per_million_tokens 0.6400
energy_joules_total 43,248
joules_per_token 10.07
ok_rate 1.00
power_avg_w 2,003
power_peak_w 2,153
req_per_s_all 1.59
req_per_s_passing 1.54
slo_hardware_class h100
slo_template_resolved ttft<200ms, tpot<50ms, total<3000ms
throughput_tok_per_s 195
total_p50_ms 2,059
total_p99_ms 2,664
tpot_p50_ms 15.86
tpot_p99_ms 16.10
ttft_p50_ms 46.74
ttft_p99_ms 1,333

Provenance

Model revisionunknown00
Providervllm
Hardware fingerprint550474fc9132129654f5d20c316eaffec99a1f67c0cc0b4641e60efb46ea79e7
Datasetbuiltin-chatbot-short · 6f4b1f68fc3a813baa983cbe70cd9ef57f8c86e6b2e6ccc9aaa2a498e588d510
Timestamp2026-05-18T14:51:24.252586+00:00
Envelope JSON1c20a3df24fe.json

Verify this result

bench verify /bench/leaderboard/envelopes/1c20a3df24fe.json

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