localairecipes launch configs for local inference

Leaderboard

Sort by Then by

NVIDIA RTX PRO 6000 Blackwell 96GB ×4

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
GLM-5.3-Flash on 4x RTX PRO 6000 Blackwell \x{2014} TP4 MTP3 #1	42	248.9 tok/s	—	873.8 tok/s	13514 tok/s	—	reported	0
GLM-5.3-Flash on 4x RTX PRO 6000 Blackwell \x{2014} TP4 DFlash2 K7	42	219.7 tok/s	—	677.7 tok/s	13840 tok/s	—	reported	0
DeepSeek V4.1 Flash on 4x RTX PRO 6000 Blackwell \x{2014} TP4 DSpark K7	39	230.6 tok/s	—	748.3 tok/s	17503 tok/s	—	reported	0

NVIDIA CMP 170HX 64GB ×3 (Ampere)

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
Qwen3.8-Flash-Next W4A16 3x CMP 170HX PP3 NVMe PLE fp8 KV 1M (clee) #1	40	74.9 tok/s	—	—	4690 tok/s	223000 ms	reported	1
DeepSeek V4 Flash-0731 abliterated on 3x CMP 170HX — vLLM patched PP3 DSpark K5	34	181 tok/s	—	—	2350 tok/s	—	reported	0

NVIDIA CMP 170HX 64GB ×2 (Ampere)

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
Qwen3.8-Flash-Next EXL3 5.05bpw 2x CMP 170HX TP2 MTP3 (Morrowmake 1.0.0) #1	42	152.8 tok/s	458.6 tok/s	674.7 tok/s	2651 tok/s	—	reported	0
GLM-5.3-Flash EXL3 3.05bpw on 2x CMP 170HX TP2 DFlash2 K7 hybrid drafting 393K (alexvnesta)	42	123.6 tok/s	115 tok/s	—	1316 tok/s	—	reported	0
GLM-5.3-Flash low effort on 2x CMP170HX EXL3 TP2 four slots	42	122.8 tok/s	155.5 tok/s	—	—	325.7 ms	reported	0
GLM-5.3-Flash high effort on 2x CMP170HX EXL3 TP2 four slots	42	113 tok/s	143.7 tok/s	—	—	314.4 ms	reported	0
GLM-5.3-Flash EXL3 3.05bpw on 2x CMP 170HX — DFlash2 K7 Q8 KV 384K (Flun)	42	90 tok/s	—	—	—	—	reported	1
GLM-5.3-Flash max effort on 2x CMP170HX EXL3 TP2 four slots	42	49.8 tok/s	101.2 tok/s	—	—	331.8 ms	reported	0
Qwen3.8-Flash-Next W4A16 2x CMP 170HX TP2 DFlash2 host-RAM PLE	40	348.9 tok/s	—	992.1 tok/s	4729 tok/s	—	reported	0
Qwen3.8-Flash-Next-Uncensored AWQ W4A16 on 2x CMP 170HX — 8 slots, PP2, MTP5 + int4 draft head, PLE-from-SSD (mannydelrio)	40	240.4 tok/s	608.1 tok/s	1044 tok/s	6964 tok/s	—	reported	0
Qwen3.8-Flash-Next W4A16 2x CMP 170HX PP2 MTP5 PLE (AlexBrandes)	40	226.2 tok/s	560.2 tok/s	840.4 tok/s	7096 tok/s	80 ms	reported	0
Qwen3.8-Flash-Next INT4-Mixed 170HX x2, PP2 MTP3 BF16-KV PLE-NVMe (bozocentral)	40	199 tok/s	183 tok/s	—	—	—	reported	0
Qwen3.8-Flash-Next NVFP4 2x CMP 170HX TEP2 GDS SSD PLE MTP6	40	170.8 tok/s	—	—	2083.1 tok/s	—	reported	0
Qwen3.8-Flash-Next W4A16 INT4PLE on 2x modded CMP 170HX — PP2 MTP3 (DUFRelic)	40	133.4 tok/s	245.2 tok/s	—	6213.7 tok/s	—	reported	0
Qwen3.8-Flash-Next W4A16-FP8PLE 2x CMP 170HX PP2 MTP4 1M	40	112 tok/s	—	—	6080 tok/s	47400 ms	reported	0
Qwen3.8-Flash-Next-Uncensored AWQ W4A16 on 2x CMP 170HX — PP2, MTP3, PLE-from-SSD (mannydelrio)	40	109 tok/s	283 tok/s	—	7700 tok/s	13000 ms	reported	0
Qwen3.8-Flash-Next W4A16 2x CMP 170HX TP2+EP MTP4 FP8 PLE 92GB Host	40	104.5 tok/s	392 tok/s	—	2839 tok/s	70500 ms	reported	0

NVIDIA CMP 170HX 64GB ×1 (Ampere)

Recipe	AA intel	C1 decode	C4 decode	C8 decode	Prefill	TTFT	Evidence	Votes
Qwen3.8-Flash-Next 3bpw FP8-PLE 1x CMP 170HX DFlash2 RecoverSSM #1	40	296.4 tok/s	—	799.5 tok/s	4243 tok/s	—	reported	0
Qwen3.8-Flash-Next 3bpw MTP on 1x CMP 170HX SSD PLE AIO (iIIusi0n)	40	111 tok/s	78 tok/s	61 tok/s	2636 tok/s	105 ms	reported	0
Qwen3.8-27B INT8 MTP3 prefix-cache on 1x CMP 170HX Hynix	34	79 tok/s	—	—	—	—	reported	0

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