Ran it, or it didn’t happen.

Benchmark open models on your own hardware. Runs count once their event log checks out.

Recent verified runsWhereSpeed

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Cloud leaderboard

Every model runs on the same pinned machine. 17 models, 70 runs.

Suite: [email protected]
Machine: NVIDIA L40S · 48 GB
Engine: ollama 0.40.14

#	Model	Pass rate				Speed	Runs
1	Qwen3.5-35B-A3BQ4_K_M	96%	9/9	8/9	9/9	201.4 tok/s	3
2	Qwen3.5-27BQ4_K_M	93%	8/9	9/9	8/9	35.5 tok/s	3
3	Qwen3-30B-A3B-Instruct-2507Q4_K_M	92%	11/12	10/12	12/12	187.6 tok/s	4
4	GLM-4.7-FlashQ4_K_M	89%	9/9	6/9	9/9	201.7 tok/s	3
5	Qwen3-Coder-30B-A3B-InstructQ4_K_M	89%	9/9	7/9	8/9	186.4 tok/s	3
6	Qwen3-8BQ4_K_M	89%	9/12	11/12	12/12	120.7 tok/s	4
7	Qwen3-14BQ4_K_M	87%	13/15	11/15	15/15	67.1 tok/s	5
8	gemma-3-27b-itQ4_K_M	86%	17/18	Not supported	14/18	36.2 tok/s	6
9	gpt-oss-20bMXFP4	85%	9/9	9/9	5/9	173.8 tok/s	3
10	gemma-3-4b-itQ4_K_M	83%	11/15	Not supported	14/15	232.7 tok/s	5
11	Qwen3.5-2BQ4_K_M	81%	9/12	9/12	11/12	298.1 tok/s	4
12	Qwen3-4BQ4_K_M	78%	6/9	6/9	9/9	247.9 tok/s	3
13	gemma-3-12b-itQ4_K_M	75%	8/12	Not supported	10/12	80.9 tok/s	4
14	Llama-3.1-8B-InstructQ4_K_M	71%	8/15	9/15	15/15	124.4 tok/s	5
15	Phi-3.5-mini-instructQ4_K_M	64%	9/18	Not supported	14/18	261.3 tok/s	6
16	MiniCPM5-2BQ4_K_M	52%	4/9	3/9	7/9	301.4 tok/s	3
17	Mistral-7B-Instruct-v0.2Q4_K_M	47%	6/18	Not supported	11/18	137.1 tok/s	6

Ranked by checks passed. A task a model can’t do is shown, not counted as a zero.

Open model leaderboard

139 open-weight models in chinese ranked by LMArena score · updated Nov 6, 2026

Top rated

Most downloaded

Newest

All sizes ≤3B 3–9B 9–20B 20–40B 40–80B >80B

#	Model	Score	Votes	Params	License	Downloads	Likes
139	Llama-3.2-1B-Instructmeta-llama	959	674	1.2B	Llama 3.2	1.5M	1,961
138	Llama-2-7b-chat-hfmeta-llama	973	956	6.7B	Llama 2	126.4K	4,951
137	gemma-2b-itgoogle	986	598	2.5B	Gemma	14K	975
136	Llama-2-70b-chat-hfmeta-llama	995	3.6K	69.0B	Llama 2	4.8K	2,211
135	Llama-2-13b-chat-hfmeta-llama	1001	1.2K	13.0B	Llama 2	148.8K	1,138
134	Mistral-7B-Instruct-v0.2mistralai	1009	2K	7.2B	Apache 2.0	1.6M	3,280
133	gemma-1.1-2b-itgoogle	1012	1.3K	2.5B	Gemma	6.1K	175
132	OLMo-7B-Instructallenai	1014	722	6.9B	Apache 2.0	846	54
131	Phi-3-mini-128k-instructmicrosoft	1016	2K	3.8B	MIT	238.7K	1,713
130	Llama-3.2-3B-Instructmeta-llama	1017	721	3.2B	Llama 3.2	914.1K	2,963
129	Qwen1.5-4B-ChatQwen	1024	1K	4.0B	Custom	15.9K	53
128	Phi-3-mini-4k-instructmicrosoft	1033	1.2K	3.8B	MIT	329.2K	1,489
127	gemma-7b-itgoogle	1036	1K	8.5B	Gemma	25.3K	1,263
126	Mixtral-8x7B-Instruct-v0.1mistralai	1055	8.3K	46.7B	Apache 2.0	298.7K	4,777
125	gemma-1.1-7b-itgoogle	1061	3.2K	8.5B	Gemma	4.2K	276
124	Phi-3-small-8k-instructmicrosoft	1061	2.4K	7.4B	MIT	7.1K	182
123	granite-3.0-8b-instructibm-granite	1063	701	8.2B	Apache 2.0	13.3K	209
122	granite-3.0-2b-instructibm-granite	1070	759	2.6B	Apache 2.0	3.2K	48
121	Meta-Llama-3-8B-Instructmeta-llama	1076	10.8K	8.0B	Llama 3	359.6K	5,787
120	Qwen-14B-ChatQwen	1077	195	14.2B	—	5.2K	381
119	Phi-3-medium-4k-instructmicrosoft	1108	2.8K	14.0B	MIT	18.7K	231
118	Meta-Llama-3-70B-Instructmeta-llama	1114	15.9K	70.6B	Llama 3	37.8K	1,537
117	Mixtral-8x22B-Instruct-v0.1mistralai	1116	5.7K	141B	Apache 2.0	38.7K	780
116	deepseek-llm-67b-chatdeepseek-ai	1132	211	—	Custom	2.8K	222
115	gemma-2-2b-itgoogle	1132	3.8K	2.6B	Gemma	125.7K	1,607
114	granite-3.1-2b-instructibm-granite	1139	231	2.5B	Apache 2.0	24.5K	57
113	Qwen1.5-7B-ChatQwen	1141	417	7.7B	Tongyi Qianwen	7K	192
112	granite-3.1-8b-instructibm-granite	1145	211	8.2B	Apache 2.0	27.4K	169
111	Qwen1.5-14B-ChatQwen	1147	3.2K	14.2B	Tongyi Qianwen	12.2K	118
110	Llama-3.1-8B-Instructmeta-llama	1151	4.4K	8.0B	Llama 3.1	4.3M	8,836
109	Llama-3.1-Tulu-3-8Ballenai	1176	238	8.0B	Llama 3.1	5K	178
108	Qwen1.5-32B-ChatQwen	1177	3.2K	32.5B	Tongyi Qianwen	46.8K	115
107	aya-expanse-8bCohereLabs	1181	618	8.0B	CC BY-NC 4.0	22.9K	463
106	gemma-2-9b-itgoogle	1185	5K	9.2B	Gemma	113.6K	1,166
105	Qwen1.5-72B-ChatQwen	1186	4.2K	72.3B	Tongyi Qianwen	11.2K	224
104	DeepSeek-Coder-V2-Instructdeepseek-ai	1201	1.7K	236B	Custom	3.8K	718
103	Mistral-Small-24B-Instruct-2501mistralai	1204	1.1K	23.6B	Apache 2.0	94.4K	991
102	Qwen1.5-110B-ChatQwen	1206	2.9K	111B	Tongyi Qianwen	2.7K	139
101	aya-expanse-32bCohereLabs	1211	2.4K	32.3B	CC BY-NC 4.0	3K	303
100	phi-4microsoft	1212	1.5K	14.7B	MIT	293.7K	2,340
99	Nemotron-4-340B-Instructnvidia	1214	2.4K	—	Custom	638	703
98	Llama-3.1-70B-Instructmeta-llama	1215	4.8K	70.6B	Llama 3.1	92K	1,027
97	Llama-3.3-70B-Instructmeta-llama	1217	3.7K	70.6B	Llama 3.3	357.4K	3,197
96	QwQ-32B-PreviewQwen	1218	206	32.8B	Apache 2.0	7.1K	1,747
95	gemma-2-27b-itgoogle	1221	6.9K	27.2B	Gemma	21.7K	577
94	Qwen2.5-Coder-32B-InstructQwen	1222	528	32.8B	Apache 2.0	548.8K	2,206
93	Qwen2-72B-InstructQwen	1240	4.1K	72.7B	Tongyi Qianwen	24.3K	724
92	Olmo-3.1-32B-Thinkallenai	1241	727	32.2B	Apache 2.0	7K	120
91	Llama-3.1-405B-Instructmeta-llama	1242	3.1K	406B	Llama 3.1	9.2K	607
90	Llama-3.1-Tulu-3-70Ballenai	1249	224	70.6B	Llama 3.1	965	61
89	granite-4.0-h-smallibm-granite	1249	344	32.2B	Apache 2.0	23.5K	313
88	Mistral-Small-3.1-24B-Instruct-2503mistralai	1252	2.2K	24.0B	Apache 2.0	168.4K	1,408
87	Llama-4-Scout-17B-16E-Instructmeta-llama	1254	2.1K	109B	Llama 4	110.7K	1,387
86	Llama-3.1-Nemotron-70B-Instructnvidia	1263	723	—	Llama 3.1	74	570
85	Qwen2.5-72B-InstructQwen	1272	3.3K	72.7B	Custom	192.8K	1,043
84	granite-4.2-3bibm-granite	1275	206	3.7B	Apache 2.0	38.9K	131
83	Llama-4-Maverick-17B-128E-Instructmeta-llama	1277	2.6K	402B	Llama 4	11.7K	520
82	DeepSeek-V2.5deepseek-ai	1281	2.2K	236B	Custom	4.5K	750
81	Olmo-3-32B-Thinkallenai	1298	487	32.2B	Apache 2.0	12.2K	177
80	Olmo-3.1-32B-Instructallenai	1304	879	32.2B	Apache 2.0	20.8K	88
79	gemma-3n-E4B-itgoogle	1309	1.5K	7.8B	Gemma	12.7K	938
78	gpt-oss-20bopenai	1315	664	20.9B	Apache 2.0	5.9M	5,286
77	DeepSeek-V2.5-1210deepseek-ai	1318	446	236B	Custom	2.1K	275
76	granite-4.1-8bibm-granite	1334	220	8.8B	Apache 2.0	98.1K	257
75	GLM-4.5Vzai-org	1337	235	108B	MIT	16.2K	726
74	DeepSeek-V3deepseek-ai	1338	1.5K	684B	—	1.6M	4,462
73	Mistral-Small-3.2-24B-Instruct-2506mistralai	1340	1.1K	24.0B	Apache 2.0	109.2K	644
72	gemma-3-27b-itgoogle	1346	2.9K	27.4B	Gemma	364.5K	2,066
71	Qwen3-30B-A3BQwen	1347	1.6K	30.5B	Apache 2.0	1.1M	982
70	Trinity-Large-Previewarcee-ai	1353	2.1K	399B	OpenMDW 1.1	1.7K	181
69	INTELLECT-3PrimeIntellect	1354	519	107B	MIT	774	218
68	Qwen3-Coder-480B-A35B-InstructQwen	1357	1.8K	480B	Apache 2.0	58.6K	1,387
67	Qwen3-32BQwen	1357	187	32.8B	Apache 2.0	3M	791
66	granite-4.2-8bibm-granite	1363	230	8.8B	Apache 2.0	69.2K	116
65	NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16nvidia	1365	2K	31.6B	OpenMDW 1.1	1.1M	271
64	MiniMax-M2MiniMaxAI	1366	452	229B	Modified MIT	109.4K	1,514
63	Trinity-Large-Thinkingarcee-ai	1372	2.1K	399B	OpenMDW 1.1	3.2K	190
62	QwQ-32BQwen	1378	1.5K	32.8B	Apache 2.0	32K	2,971
61	NVIDIA-Nemotron-3-Nano-30B-A3B-BF16nvidia	1383	1.3K	31.6B	Custom	1.6M	840
60	gpt-oss-120bopenai	1385	2.3K	117B	Apache 2.0	2.4M	5,498
59	DeepSeek-V3-0324deepseek-ai	1390	3K	685B	MIT	153.8K	3,223
58	MiniMax-M2.5MiniMaxAI	1394	2.9K	229B	Modified MIT	1.2M	1,529
57	Ring-flash-2.0inclusionAI	1399	442	103B	MIT	1.4K	104
56	DeepSeek-R1deepseek-ai	1400	1.2K	684B	MIT	1.6M	14,439
55	GLM-4.7-Flashzai-org	1404	821	31.2B	MIT	1M	1,896
54	Qwen3-Next-80B-A3B-ThinkingQwen	1407	1.1K	81.3B	Apache 2.0	44.4K	503
53	Muse-Glimmer-30Bmeta-models	1410	342	29.8B	Apache 2.0	187.5K	2,127
52	Ling-flash-2.0inclusionAI	1418	454	103B	MIT	4.4K	222
51	granite-4.2-30bibm-granite	1419	234	29.3B	Apache 2.0	32.9K	140
50	Beam-1.0-501B-A23Breflection	1423	212	501B	Apache 2.0	11.8K	311
49	GLM-4.6Vzai-org	1424	276	108B	MIT	5.5K	398
48	Qwen3-235B-A22BQwen	1424	2.6K	235B	Apache 2.0	308.9K	1,128
47	GLM-4.5-Airzai-org	1426	2.2K	110B	MIT	1.3M	649
46	NVIDIA-Nemotron-3-Super-120B-A12B-BF16nvidia	1432	586	124B	Custom	1.1M	438
45	Qwen3-30B-A3B-Instruct-2507Qwen	1433	1.8K	30.5B	Apache 2.0	932.4K	855
44	Hy3-previewtencent	1434	455	299B	Custom	68.3K	314
43	MiniMax-M2.7MiniMaxAI	1440	6K	229B	Custom	307.1K	1,261
42	Qwen3-VL-235B-A22B-ThinkingQwen	1441	444	236B	Apache 2.0	81K	420
41	DeepSeek-R1-0528deepseek-ai	1442	1.2K	685B	MIT	122.3K	2,495
40	Mistral-Medium-3.5-128Bmistralai	1445	611	128B	Custom	17.2K	498
39	Mistral-Large-3-675B-Instruct-2512mistralai	1446	6.9K	—	Apache 2.0	2.5K	261
38	Step-3.5-Flashstepfun-ai	1446	3.7K	199B	Apache 2.0	219K	847
37	LongCat-Flash-Chatmeituan-longcat	1449	865	562B	MIT	13.3K	540
36	NVIDIA-Nemotron-3.5-Super-VL-120B-A12B-BF16nvidia	1452	283	124B	OpenMDW 1.1	70.3K	116
35	DeepSeek-V3.2deepseek-ai	1455	3.7K	685B	MIT	7.5M	1,596
34	Qwen3.5-35B-A3BQwen	1457	2.1K	36.0B	Apache 2.0	1.6M	1,555
33	Qwen3-Next-80B-A3B-InstructQwen	1460	1.7K	81.3B	Apache 2.0	129.9K	1,072
32	DeepSeek-V3.2-Expdeepseek-ai	1462	1K	685B	MIT	43.6K	1,027
31	Qwen3-VL-235B-A22B-InstructQwen	1462	714	236B	Apache 2.0	327K	431
30	Qwen3.5-122B-A10BQwen	1462	2.1K	125B	Apache 2.0	924.6K	653
29	MiMo-V2-FlashXiaomiMiMo	1462	3.4K	310B	MIT	22.2K	756
28	Inkling-Smallthinkingmachines	1463	3.1K	266B	Apache 2.0	1.2M	449
27	DeepSeek-V4-Flashdeepseek-ai	1464	3K	291B	MIT	1.1M	2,378
26	MiniMax-M3MiniMaxAI	1464	4.8K	427B	Custom	155.9K	1,600
25	Qwen3-235B-A22B-Instruct-2507Qwen	1464	7.3K	235B	Apache 2.0	84.8K	814
24	GLM-4.5zai-org	1465	1.8K	358B	MIT	110.4K	1,439
23	DeepSeek-V3.1deepseek-ai	1468	1.1K	685B	MIT	262.8K	864
22	MiMo-V2.5XiaomiMiMo	1470	2.6K	311B	MIT	110.3K	434
21	gemma-4-31Bgoogle	1475	522	31.3B	Apache 2.0	57K	589
20	Qwen3.5-27BQwen	1478	2.1K	27.8B	Apache 2.0	1.7M	1,090
19	Qwen3-235B-A22B-Thinking-2507Qwen	1481	536	235B	Apache 2.0	8.9K	419
18	DeepSeek-V4-Prodeepseek-ai	1481	706	1.6T	MIT	335.6K	5,699
17	Hy3tencent	1486	1.1K	299B	Apache 2.0	1.2M	990
16	Qwen3.8-27BQwen	1492	2.5K	27.8B	Apache 2.0	7.8M	19,348
15	GLM-4.7zai-org	1495	1K	358B	MIT	66.6K	2,077
14	Kimi-K2.5moonshotai	1495	4.6K	1.0T	Modified MIT	395K	2,901
13	gemma-4-26B-A4Bgoogle	1495	524	25.8B	Apache 2.0	74.1K	465
12	Inklingthinkingmachines	1495	3.9K	952B	Apache 2.0	1.8M	1,842
11	NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16nvidia	1497	725	561B	OpenMDW 1.1	1.1M	384
10	Qwen3.5-397B-A17BQwen	1498	7K	403B	Apache 2.0	857.2K	1,581
9	GLM-4.6zai-org	1499	2.7K	357B	MIT	28.1K	1,247
8	MiMo-V2.5-ProXiaomiMiMo	1506	5K	1.0T	MIT	9.9K	771
7	GLM-5zai-org	1511	2K	754B	MIT	1.4M	2,141
6	GLM-5.1zai-org	1515	4.8K	754B	MIT	892.7K	1,850
5	Kimi-K2.6moonshotai	1519	2.3K	1.0T	Modified MIT	237.2K	1,641
4	GLM-5.2zai-org	1524	4K	753B	MIT	318.5K	5,205
3	Kimi-K3moonshotai	1527	3K	2.8T	Custom	771.6K	11,950
2	GLM-5.3-Flashzai-org	1529	3.9K	321B	MIT	6.4M	3,088
1	GLM-5.3zai-org	1533	2.4K	753B	Custom	2.1M	2,395

Show the top 20

Scores: LMArena, CC BY 4.0. Measured on served versions, not local builds. A model with several served variants shows its best.