模型排行

排名	变化	模型	智力	价格 $/M	速度 tok/s	首字延迟
1	—	MiMo-V2.6-Pro开源Xiaomi	46.3	$0.54	49	3.5 秒
2	—	Qwen3.8 Max (0902)闭源Alibaba	45.4	$3.0	36	2.8 秒
3	—	GLM-5.3 (Max)开源Z AI	44.8	$2.2	68	3.2 秒
4	—	Step 5 Preview闭源StepFun	43.7	$1.4	89	2.9 秒
5	—	Kimi K3 (Max)开源Kimi	43.6	$6.0	41	3.3 秒
6	新	GLM-5.3-Flash开源Z AI	41.8	$0.24	61	3.0 秒
7	—	Ling 3.1 Flash闭源InclusionAI	41.1	$0.45	213	1.9 秒
8	—	Qwen3.8 Max闭源Alibaba	40.2	$3.0	35	2.6 秒
9	—	Qwen3.8 2.4T A95B开源Alibaba	39.9	$3.0	37	3.0 秒
10	—	Qwen3.8-Flash-Next开源Alibaba	39.8	$0.23	51	2.0 秒
11	—	DeepSeek V4.1 Flash (Max)开源DeepSeek	39.5	$0.52	214	1.0 秒
12	—	MiMo-V2.6-Flash开源Xiaomi	37.9	$0.18	49	3.4 秒
13	—	DeepSeek V4 Pro 0813 (Max)开源DeepSeek	36.0	$2.0	93	1.6 秒
14	—	DeepSeek V4 Flash Vision (Max)闭源DeepSeek	34.8	$0.66	226	1.0 秒
15	—	DeepSeek V4 Flash 0731 (Max)开源DeepSeek	34.3	$0.66	217	1.3 秒
16	—	GLM-5.3 (Low)开源Z AI	34.3	$2.2	74	3.1 秒
17	—	GLM-5.2 (Max)开源Z AI	33.7	$2.2	88	3.5 秒
18	—	Qwen3.8 27B (Xhigh)开源Alibaba	33.7	$1.1	47	3.8 秒
19	—	DeepSeek V4 Pro 0424 (Max)开源DeepSeek	30.4	$0.54	98	1.6 秒
20	—	DeepSeek V4 Pro 0424 (High)开源DeepSeek	30.1	$0.54	92	1.7 秒
21	—	Kimi K3 (Low)开源Kimi	30.1	$6.0	42	3.5 秒
22	—	Qwen3.7 Max闭源Alibaba	29.5	$3.8	197	2.2 秒
23	—	MiniMax-M3开源MiniMax	29.2	$0.52	112	0.9 秒
24	—	MiMo-V2-Pro闭源Xiaomi	28.6	—	—	—
25	—	Qwen3.6 Max Preview闭源Alibaba	28.4	$2.9	64	3.2 秒
26	—	GLM-5 (Reasoning)开源Z AI	27.9	$1.6	75	1.6 秒
27	—	Qwen3.8 27B (Medium)开源Alibaba	27.6	$1.1	53	3.9 秒
28	—	Qwen3.6 Plus闭源Alibaba	27.0	$1.1	55	2.1 秒
29	—	Kimi K2.6 (Reasoning)开源Kimi	27.0	$1.7	45	2.9 秒
30	—	GLM-5-Turbo闭源Z AI	26.6	—	—	—
31	—	Qwen3.8 27B (Low)开源Alibaba	26.2	$1.1	53	3.8 秒
32	—	GLM-5.1 (Reasoning)开源Z AI	26.1	$2.0	55	1.7 秒
33	—	MiMo-V2.5-Pro (Reasoning)开源Xiaomi	26.0	$0.54	34	2.4 秒
34	—	Kimi K2.7 Code开源Kimi	25.8	$1.7	70	2.8 秒
35	—	Hy3开源Tencent	25.3	$0.24	90	3.2 秒
36	—	MiMo-V2.5开源Xiaomi	25.2	$0.18	38	7.3 秒
37	—	Qwen3.7 Plus闭源Alibaba	25.2	$0.70	55	2.2 秒
38	—	MiMo-V2-Omni-0327闭源Xiaomi	25.1	—	—	—
39	—	DeepSeek V4.1 Flash (Non-reasoning)开源DeepSeek	24.7	$0.52	225	1.2 秒
40	—	Ling-3.0-flash-VL开源InclusionAI	24.6	$0.11	143	1.9 秒
41	—	DeepSeek V4 Flash 0420 (High)开源DeepSeek	24.4	$0.17	50	1.5 秒
42	—	GLM-5.1 (Non-reasoning)开源Z AI	24.2	$2.1	44	1.7 秒
43	—	DeepSeek V4 Flash 0420 (Max)开源DeepSeek	24.2	$0.17	49	1.6 秒
44	—	MiMo-V2-Omni闭源Xiaomi	23.9	—	—	—
45	—	Kimi K2.6 (Non-reasoning)开源Kimi	23.6	$1.7	43	2.9 秒
46	—	GLM 5V Turbo (Reasoning)闭源Z AI	23.5	—	—	—
47	—	Kimi K2.5 (Reasoning)开源Kimi	23.5	$1.1	57	1.7 秒
48	—	Qwen3.5 27B (Reasoning)开源Alibaba	22.9	$0.83	76	5.6 秒
49	—	MiniMax-M2.5开源MiniMax	22.8	$0.52	70	1.5 秒
50	—	MiniMax-M2.7开源MiniMax	22.8	$0.52	66	1.5 秒
51	—	Hy3-preview (Reasoning)开源Tencent	22.7	$0.100	—	—
52	—	Ling-3.0-flash-Fin开源InclusionAI	22.6	$0.11	342	1.8 秒
53	—	MiMo-V2-Flash (Feb 2026)开源Xiaomi	22.4	—	—	—
54	—	GLM-5.2 (Non-reasoning)开源Z AI	22.4	$2.2	161	1.1 秒
55	—	GLM-4.7 (Reasoning)开源Z AI	22.2	$1.0	45	1.9 秒
56	—	Kimi K2 Thinking开源Kimi	22.0	$1.1	161	1.2 秒
57	—	GLM-5 (Non-reasoning)开源Z AI	21.8	$1.6	61	1.7 秒
58	—	DeepSeek V3.2 (Reasoning)开源DeepSeek	21.5	$0.32	—	—
59	—	Qwen3.5 397B A17B (Non-reasoning)开源Alibaba	21.4	$1.4	84	2.2 秒
60	—	Qwen3.6 27B (Reasoning)开源Alibaba	21.4	$1.4	56	3.7 秒
61	—	Qwen3 Max Thinking闭源Alibaba	21.3	—	—	—
62	—	MiniMax-M2.1开源MiniMax	20.9	$0.52	72	1.5 秒
63	—	DeepSeek V4 Pro 0424 (Non-reasoning)开源DeepSeek	20.8	$0.54	102	1.8 秒
64	—	MiMo-V2-Flash (Reasoning)开源Xiaomi	20.8	$0.15	—	—
65	—	Qwen3.5 Omni Plus闭源Alibaba	20.4	$1.5	90	2.0 秒
66	—	DeepSeek V4 Pro 0813 (Non-reasoning)开源DeepSeek	20.4	$2.0	97	1.7 秒
67	—	Qwen3.8 27B (Non-reasoning)开源Alibaba	20.2	$1.1	52	3.8 秒
68	—	Ling 3.0 Flash开源InclusionAI	20.1	$0.11	358	2.6 秒
69	—	Qwen3.6 27B (Non-reasoning)开源Alibaba	19.8	$1.4	56	3.6 秒
70	—	Step 3.7 Flash开源StepFun	19.5	$0.44	168	2.6 秒
71	—	Kimi K2.5 (Non-reasoning)开源Kimi	19.4	$1.2	60	2.2 秒
72	—	Qwen3.5 27B (Non-reasoning)开源Alibaba	19.4	$0.83	82	5.6 秒
73	—	Qwen3.5 35B A3B (Reasoning)开源Alibaba	19.3	$0.69	142	2.1 秒
74	—	LongCat 2.0开源LongCat	19.1	$1.3	66	2.7 秒
75	—	DeepSeek V4 Flash 0420 (Non-reasoning)开源DeepSeek	18.9	$0.12	—	—
76	—	MiniMax-M2开源MiniMax	18.6	$0.52	73	1.5 秒
77	—	GLM-4.6 (Reasoning)开源Z AI	18.5	$0.96	36	3.7 秒
78	—	Qwen3.5 397B A17B (Reasoning)开源Alibaba	18.4	$1.4	87	2.2 秒
79	—	MiMo-V2.5-Pro (Non-reasoning)开源Xiaomi	18.3	$0.54	35	2.1 秒
80	—	Qwen3.6 35B A3B (Reasoning)开源Alibaba	18.2	$0.84	130	2.0 秒
81	—	Qwen3.5 122B A10B (Non-reasoning)开源Alibaba	17.7	$1.1	143	2.3 秒
82	—	GLM-4.7 (Non-reasoning)开源Z AI	17.4	$1.0	43	1.5 秒
83	—	Hy3-preview (Non-reasoning)开源Tencent	17.0	$0.100	—	—
84	—	Ling-2.6-1T开源InclusionAI	17.0	$0.85	—	—
85	—	Step 3.5 Flash 2603闭源StepFun	17.0	$0.15	158	3.3 秒
86	—	Doubao Seed Code闭源ByteDance Seed	16.9	—	—	—
87	—	Ring-2.6-1T开源InclusionAI	16.6	$0.85	121	3.6 秒
88	—	Step 3.5 Flash开源StepFun	16.6	$0.15	160	3.4 秒
89	—	DeepSeek V3.2 Exp (Reasoning)开源DeepSeek	16.6	$0.32	—	—
90	—	Qwen3 Max Thinking (Preview)闭源Alibaba	16.3	$2.4	52	4.1 秒
91	—	MiMo-V2-Flash (Non-reasoning)开源Xiaomi	16.0	—	—	—
92	—	DeepSeek V3.2 (Non-reasoning)开源DeepSeek	16.0	$0.32	—	—
93	—	Qwen3 Max闭源Alibaba	15.6	$2.4	61	2.2 秒
94	—	Qwen3.5 122B A10B (Reasoning)开源Alibaba	15.6	$1.1	128	2.3 秒
95	—	Kimi K2 0905开源Kimi	15.3	$1.1	57	1.2 秒
96	—	Qwen3.6 35B A3B (Non-reasoning)开源Alibaba	15.2	$0.84	137	2.0 秒
97	—	Qwen3.5 35B A3B (Non-reasoning)开源Alibaba	15.1	$0.69	156	2.1 秒
98	—	GLM-4.6 (Non-reasoning)开源Z AI	14.9	$0.98	36	4.3 秒
99	—	GLM-4.7-Flash (Reasoning)开源Z AI	14.9	$0.15	68	1.7 秒
100	—	DeepSeek V3.1 Terminus (Reasoning)开源DeepSeek	14.8	$1.9	—	—
101	—	DeepSeek V3.2 Speciale开源DeepSeek	14.5	—	—	—
102	—	ERNIE 5.0 Thinking Preview闭源Baidu	14.3	—	—	—
103	—	DeepSeek V3.1 Terminus (Non-reasoning)开源DeepSeek	13.9	$0.45	44	1.0 秒
104	—	DeepSeek V3.2 Exp (Non-reasoning)开源DeepSeek	13.9	$0.32	—	—
105	—	DeepSeek V3.1 (Non-reasoning)开源DeepSeek	13.7	$0.84	71	1.5 秒
106	—	DeepSeek V3.1 (Reasoning)开源DeepSeek	13.5	$0.86	120	2.8 秒
107	—	Qwen3 VL 235B A22B (Reasoning)开源Alibaba	13.4	$1.3	57	2.7 秒
108	—	Qwen3.5 9B (Non-reasoning)开源Alibaba	13.3	$0.19	96	0.7 秒
109	—	Qwen3.5 4B (Reasoning)开源Alibaba	13.1	$0.060	22	0.8 秒
110	—	DeepSeek R1 0528 (May '25)开源DeepSeek	13.1	$1.8	32	1.0 秒
111	—	GLM-4.5 (Reasoning)开源Z AI	12.8	—	—	—
112	—	Kimi K2开源Kimi	12.7	$1.0	57	1.5 秒
113	—	Qwen3 235B A22B 2507 (Reasoning)开源Alibaba	12.7	$0.75	79	2.6 秒
114	—	Qwen3 Max (Preview)闭源Alibaba	12.6	$2.4	58	4.0 秒
115	—	Qwen3.5 Omni Flash闭源Alibaba	12.5	$0.28	237	1.8 秒
116	—	Seed-OSS-36B-Instruct开源ByteDance Seed	12.1	$0.30	40	2.8 秒
117	—	Qwen3 235B A22B 2507 Instruct开源Alibaba	12.0	$0.40	62	2.5 秒
118	—	Qwen3 Coder 480B A35B Instruct开源Alibaba	11.9	$3.0	60	3.2 秒
119	—	Qwen3 VL 32B (Reasoning)开源Alibaba	11.9	$0.28	90	2.5 秒
120	—	MiniMax M1 80k开源MiniMax	11.7	$0.96	69	1.8 秒
121	—	LongCat Flash Lite开源LongCat	11.5	—	—	—
122	—	DeepSeek R1 (Jan '25)开源DeepSeek	11.4	$2.5	120	1.1 秒
123	—	GLM-4.6V (Reasoning)开源Z AI	11.2	$0.45	85	3.9 秒
124	—	Qwen3 Next 80B A3B (Reasoning)开源Alibaba	11.2	$0.41	149	2.3 秒
125	—	Qwen3.5 9B (Reasoning)开源Alibaba	11.2	$0.15	58	1.6 秒
126	—	GLM-4.5-Air开源Z AI	11.1	$0.37	80	2.3 秒
127	—	Ling 3.0 Tiny开源InclusionAI	11.1	$0.000	56	2.7 秒
128	—	Ring-1T开源InclusionAI	10.9	—	—	—
129	—	Qwen3.5 4B (Non-reasoning)开源Alibaba	10.8	$0.060	21	0.8 秒
130	—	GLM-4.7-Flash (Non-reasoning)开源Z AI	10.6	$0.15	115	1.6 秒
131	—	MiniMax M1 40k开源MiniMax	10.0	—	—	—
132	—	Qwen3 VL 235B A22B Instruct开源Alibaba	9.9	$0.70	53	2.6 秒
133	—	Qwen3 30B A3B 2507 (Reasoning)开源Alibaba	9.8	$0.75	138	2.4 秒
134	—	DeepSeek V3 0324开源DeepSeek	9.7	$0.41	76	1.0 秒
135	—	Ling 2.6 Flash开源InclusionAI	9.7	—	—	—
136	—	Qwen3 Next 80B A3B Instruct开源Alibaba	9.6	$0.41	151	2.2 秒
137	—	Qwen3 Coder 30B A3B Instruct开源Alibaba	9.6	$0.90	76	2.8 秒
138	—	Qwen3 235B A22B (Reasoning)开源Alibaba	9.5	$2.6	63	2.9 秒
139	—	QwQ 32B开源Alibaba	9.5	—	—	—
140	—	Qwen3 VL 30B A3B (Reasoning)开源Alibaba	9.5	$0.75	114	2.3 秒
141	—	Qwen3 Coder Next开源Alibaba	9.2	$0.68	73	1.1 秒
142	—	Ling-1T开源InclusionAI	9.2	—	—	—
143	—	Qwen3 4B 2507 (Reasoning)开源Alibaba	8.8	—	—	—
144	—	Qwen3 32B (Reasoning)开源Alibaba	8.6	$0.28	103	2.6 秒
145	—	DeepSeek V3 (Dec '24)开源DeepSeek	8.5	$0.46	41	1.2 秒
146	—	Qwen3 VL 32B Instruct开源Alibaba	8.4	$0.28	74	2.4 秒
147	—	DeepSeek R1 Distill Qwen 32B开源DeepSeek	8.4	—	—	—
148	—	GLM-4.6V (Non-reasoning)开源Z AI	8.4	$0.45	71	3.9 秒
149	—	Qwen3 235B A22B (Non-reasoning)开源Alibaba	8.3	$1.2	63	2.7 秒
150	—	Qwen3 VL 8B (Reasoning)开源Alibaba	8.2	$0.66	115	2.3 秒
151	—	Qwen3 14B (Reasoning)开源Alibaba	8.2	$1.3	62	2.7 秒
152	—	DeepSeek R1 0528 Qwen3 8B开源DeepSeek	8.1	—	—	—
153	—	Qwen2.5 Max闭源Alibaba	8.0	—	—	—
154	—	Qwen3 VL 30B A3B Instruct开源Alibaba	7.9	$0.35	114	2.2 秒
155	—	DeepSeek R1 Distill Llama 70B开源DeepSeek	7.9	$0.80	—	—
156	—	DeepSeek R1 Distill Qwen 14B开源DeepSeek	7.8	—	—	—
157	—	Ling-flash-2.0开源InclusionAI	7.8	$0.25	8	2.4 秒
158	—	Qwen3 Omni 30B A3B (Reasoning)开源Alibaba	7.8	$0.43	103	1.9 秒
159	—	Qwen2.5 Instruct 72B开源Alibaba	7.7	$0.48	31	3.7 秒
160	—	Step3 VL 10B开源StepFun	7.7	—	—	—
161	—	Qwen3 30B A3B (Reasoning)开源Alibaba	7.6	$0.75	107	2.2 秒
162	—	QwQ 32B-Preview开源Alibaba	7.6	—	—	—
163	—	GLM-4.5V (Reasoning)开源Z AI	7.6	$0.90	48	2.8 秒
164	—	Qwen3 30B A3B 2507 Instruct开源Alibaba	7.5	$0.35	133	2.0 秒
165	—	ERNIE 4.5 300B A47B开源Baidu	7.5	$0.49	—	—
166	—	Qwen3 32B (Non-reasoning)开源Alibaba	7.3	$0.28	107	2.5 秒
167	—	Kimi Linear 48B A3B Instruct开源Kimi	7.3	—	—	—
168	—	Qwen3 8B (Reasoning)开源Alibaba	7.3	$0.66	42	3.8 秒
169	—	Qwen3 VL 8B Instruct开源Alibaba	7.3	$0.31	118	2.2 秒
170	—	Qwen3 4B (Reasoning)开源Alibaba	7.2	—	—	—
171	—	Ring-flash-2.0开源InclusionAI	7.2	$0.25	—	—
172	—	Qwen3 VL 4B (Reasoning)开源Alibaba	7.0	—	—	—
173	—	Qwen3.5 2B (Reasoning)开源Alibaba	6.9	—	—	—
174	—	Qwen2.5 Instruct 32B开源Alibaba	6.9	—	—	—
175	—	Qwen3 4B 2507 Instruct开源Alibaba	6.7	—	—	—
176	—	Qwen2.5 Coder Instruct 32B开源Alibaba	6.7	—	—	—
177	—	Qwen3 14B (Non-reasoning)开源Alibaba	6.7	$0.61	64	2.8 秒
178	—	GLM-4.5V (Non-reasoning)开源Z AI	6.7	$0.90	54	2.7 秒
179	—	Qwen3 30B A3B (Non-reasoning)开源Alibaba	6.6	$0.35	106	2.3 秒
180	—	DeepSeek-V2.5 (Dec '24)开源DeepSeek	6.6	—	—	—
181	—	Qwen3 4B (Non-reasoning)开源Alibaba	6.6	—	—	—
182	—	DeepSeek-V2.5开源DeepSeek	6.6	—	—	—
183	—	DeepSeek R1 Distill Llama 8B开源DeepSeek	6.5	—	—	—
184	—	Qwen2.5 Turbo闭源Alibaba	6.4	$0.088	96	2.3 秒
185	—	Qwen2 Instruct 72B开源Alibaba	6.3	—	—	—
186	—	Qwen3.5 2B (Non-reasoning)开源Alibaba	6.2	—	—	—
187	—	Qwen3.5 0.8B (Reasoning)开源Alibaba	6.1	—	—	—
188	—	Qwen3 Omni 30B A3B Instruct开源Alibaba	6.0	$0.43	96	1.9 秒
189	—	Qwen3 8B (Non-reasoning)开源Alibaba	6.0	$0.31	42	3.8 秒
190	—	DeepSeek-Coder-V2开源DeepSeek	6.0	—	—	—
191	—	Qwen2.5 Coder Instruct 7B开源Alibaba	5.8	—	—	—
192	—	Qwen3 VL 4B Instruct开源Alibaba	5.7	—	—	—
193	—	Qwen1.5 Chat 110B开源Alibaba	5.7	—	—	—
194	—	Ling-mini-2.0开源InclusionAI	5.5	—	—	—
195	—	DeepSeek R1 Distill Qwen 1.5B开源DeepSeek	5.5	—	—	—
196	—	DeepSeek-V2-Chat开源DeepSeek	5.5	—	—	—
197	—	Qwen Chat 72B开源Alibaba	5.4	—	—	—
198	—	Qwen3.5 0.8B (Non-reasoning)开源Alibaba	5.4	—	—	—
199	—	DeepSeek Coder V2 Lite Instruct开源DeepSeek	5.3	—	—	—
200	—	DeepSeek LLM 67B Chat (V1)开源DeepSeek	5.3	—	—	—
201	—	Qwen3 1.7B (Reasoning)开源Alibaba	5.2	—	—	—
202	—	Qwen Chat 14B开源Alibaba	5.0	—	—	—
203	—	Qwen3 1.7B (Non-reasoning)开源Alibaba	4.9	—	—	—
204	—	Qwen3 0.6B (Non-reasoning)开源Alibaba	4.8	—	—	—
204	—	Qwen3 0.6B (Reasoning)开源Alibaba	4.8	—	—	—

其余 155 个模型

智力进步

每家厂商当时最强的模型在 Artificial Analysis 智力指数上的分数，按模型发布的月份画。

涨得最多 · Anthropic +57.2目前最高 · Anthropic 64.6最高与最低相差 18.1 分时间范围 2025年11月 – 2026年11月

64.6Anthropic60.0Google56.9OpenAI50.1Meta46.5Kimi