InferenceBench

deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct

vllm unknown on 8x NVIDIA H100 80GB HBM3 (fp16) · seed 0 · run 019e3b6f-dda4-7491-b6c9-b23803059aba · signed

Headline metrics

TTFT P50 (ms) 57.53
TTFT P99 (ms)
Throughput (tok/s)
$/M tokens
J/token
Power avg (W)
Power peak (W)
WER mean
J / audio s

All metrics

accuracy 0.8800
accuracy_p05 0.8000
accuracy_p50 0.8000
accuracy_p95 1.00
drift_rate 0.6000
mean_drift_turn 2.67
n_ok 5.00
n_samples 5.00
ok_rate 1.00
persona_consistency_mean 0.8800
persona_consistency_p50 0.8000
persona_consistency_p95 1.00
tokens_out_total 1,350
total_p50_ms 2,673
ttft_p50_ms 57.53

Provenance

Model revisionunknown00
Providervllm
Hardware fingerprint550474fc9132129654f5d20c316eaffec99a1f67c0cc0b4641e60efb46ea79e7
Datasetpersona-consistency-mini · ac864a018c1eb985c7f697a997162da20039e99fff11927ec3139fa4f2d4e9e3
Timestamp2026-05-18T14:14:07.524619+00:00
Envelope JSON988cf429b546.json

Verify this result

bench verify /bench/leaderboard/envelopes/988cf429b546.json

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