localairecipes launch configs for local inference

Leaderboard

Refine

Source:

Model
Quant
Storage requirement
Feature tags

NVIDIA RTX PRO 6000 Blackwell 96GB ×3

RecipeAA intelC1 decodeC4 decodeC8 decodePrefillTTFTEvidenceVotes
DeepSeek-V4.1-Flash-1017 Kraken TP3 3x RTX PRO 6000 Blackwell #145271.8 tok/s474.3 tok/s—13486 tok/s—reported0

NVIDIA CMP 170HX 64GB ×6 (Ampere)

RecipeAA intelC1 decodeC4 decodeC8 decodePrefillTTFTEvidenceVotes
DeepSeek-V4.1-Flash SM80 DeepInfer kernel port 6x CMP 170HX DSpark K5 #139160.8 tok/s170.5 tok/s—4506.8 tok/s10700 msreported0

NVIDIA CMP 170HX 64GB ×3 (Ampere)

RecipeAA intelC1 decodeC4 decodeC8 decodePrefillTTFTEvidenceVotes
Qwen3.8-Flash-Next W4A16 3x CMP 170HX PP3 NVMe PLE fp8 KV 1M (clee) #14074.9 tok/s——4690 tok/s223000 msreported1
DeepSeek V4 Flash-0731 abliterated on 3x CMP 170HX — vLLM patched PP3 DSpark K534181 tok/s——2350 tok/s—reported0

NVIDIA CMP 170HX 64GB ×1 (Ampere)

RecipeAA intelC1 decodeC4 decodeC8 decodePrefillTTFTEvidenceVotes
Qwen3.8-Flash-Next 3bpw FP8-PLE 1x CMP 170HX DFlash2 RecoverSSM #140296.4 tok/s—799.5 tok/s4243 tok/s—reported0
Qwen3.8-Flash-Next 3bpw MTP on 1x CMP 170HX SSD PLE AIO (iIIusi0n)40111 tok/s78 tok/s61 tok/s2636 tok/s105 msreported0
Qwen3.8-27B INT8 MTP3 prefix-cache on 1x CMP 170HX Hynix3479 tok/s————reported0

Machine-readable: /api/v1/leaderboard.json (these boards) · /api/v1/scores.json (per-recipe medians).