模型排行

排名	变化	模型	智力	价格 $/M	速度 tok/s	首字延迟
1	—	GLM-5.2 (max)开源Z AI	51.1	$2.2	141	1.6 秒
2	—	Qwen3.7 Max闭源Alibaba	46.0	$3.8	208	2.5 秒
3	—	MiniMax-M3开源MiniMax	44.4	$0.52	88	1.8 秒
4	—	DeepSeek V4 Pro (Reasoning, Max Effort)开源DeepSeek	44.3	$0.54	82	1.8 秒
5	—	Kimi K2.6开源Kimi	42.8	$1.7	39	2.7 秒
6	—	MiMo-V2.5-Pro开源Xiaomi	42.2	$0.54	45	3.2 秒
7	—	Kimi K2.7 Code开源Kimi	41.9	$1.7	63	2.3 秒
8	—	DeepSeek V4 Pro (Reasoning, High Effort)开源DeepSeek	40.8	$0.54	74	1.9 秒
9	—	MiMo-V2-Pro闭源Xiaomi	40.3	$1.5	42	3.0 秒
10	—	DeepSeek V4 Flash (Reasoning, Max Effort)开源DeepSeek	40.3	$0.18	124	1.5 秒
11	—	GLM-5.1 (Reasoning)开源Z AI	40.2	$2.2	84	1.5 秒
12	—	MiMo-V2.5开源Xiaomi	40.1	$0.18	88	2.7 秒
13	—	Qwen3.6 Max Preview闭源Alibaba	40.0	$2.9	40	3.3 秒
14	—	Qwen3.6 Plus闭源Alibaba	39.6	$1.1	52	2.9 秒
15	—	GLM-5 (Reasoning)开源Z AI	39.5	$1.6	69	1.8 秒
16	—	Qwen3.7 Plus闭源Alibaba	39.0	$0.59	51	2.8 秒
17	—	MiniMax-M2.7开源MiniMax	38.1	$0.52	49	2.2 秒
18	—	Kimi K2.5 (Reasoning)开源Kimi	38.1	$1.2	42	3.0 秒
19	—	GLM-5-Turbo闭源Z AI	38.1	—	—	—
20	—	DeepSeek V4 Flash (Reasoning, High Effort)开源DeepSeek	37.4	$0.18	—	—
21	—	Qwen3.6 27B (Reasoning)开源Alibaba	37.1	$1.4	56	3.8 秒
22	—	MiMo-V2-Omni-0327闭源Xiaomi	36.4	$0.80	88	2.7 秒
23	—	GLM-5.1 (Non-reasoning)开源Z AI	35.4	$2.2	57	1.8 秒
24	—	MiMo-V2-Omni闭源Xiaomi	35.0	$0.000	87	2.6 秒
25	—	Kimi K2.6 (Non-reasoning)开源Kimi	34.6	$1.7	28	3.2 秒
26	—	GLM 5V Turbo (Reasoning)闭源Z AI	34.5	—	—	—
27	—	GLM-4.7 (Reasoning)开源Z AI	33.8	$1.0	132	0.9 秒
28	—	Qwen3.5 27B (Reasoning)开源Alibaba	33.8	$0.83	84	5.8 秒
29	—	Qwen3.5 397B A17B (Reasoning)开源Alibaba	33.7	$1.4	52	2.8 秒
30	—	MiniMax-M2.5开源MiniMax	33.7	$0.52	227	4.5 秒
31	—	Hy3-preview (Reasoning)开源Tencent	33.6	$0.20	110	3.7 秒
32	—	DeepSeek V3.2 (Reasoning)开源DeepSeek	33.4	$0.34	—	—
33	—	MiMo-V2-Flash (Feb 2026)开源Xiaomi	33.2	$0.15	93	2.9 秒
34	—	Kimi K2 Thinking开源Kimi	32.7	$1.1	126	1.4 秒
35	—	GLM-5 (Non-reasoning)开源Z AI	32.4	$1.6	44	3.5 秒
36	—	Qwen3.5 122B A10B (Reasoning)开源Alibaba	32.3	$1.1	141	2.4 秒
37	—	Qwen3.5 397B A17B (Non-reasoning)开源Alibaba	32.0	$1.4	52	2.7 秒
38	—	Qwen3 Max Thinking闭源Alibaba	31.7	$2.4	—	—
39	—	Qwen3.6 35B A3B (Reasoning)开源Alibaba	31.6	$0.56	170	2.3 秒
40	—	MiniMax-M2.1开源MiniMax	31.4	$0.52	215	5.3 秒
41	—	DeepSeek V4 Pro (Non-reasoning)开源DeepSeek	31.2	$0.54	85	1.8 秒
42	—	MiMo-V2-Flash (Reasoning)开源Xiaomi	31.2	$0.15	90	2.6 秒
43	—	Qwen3.5 Omni Plus闭源Alibaba	30.6	$1.5	54	2.4 秒
44	—	Ring-2.6-1T开源InclusionAI	30.6	$0.85	128	3.3 秒
45	—	Step 3.7 Flash开源StepFun	29.7	$0.44	404	0.9 秒
46	—	Kimi K2.5 (Non-reasoning)开源Kimi	29.4	$1.2	45	3.0 秒
47	—	Qwen3.5 27B (Non-reasoning)开源Alibaba	29.3	$0.88	93	5.8 秒
48	—	Qwen3.6 27B (Non-reasoning)开源Alibaba	29.3	$1.4	62	3.8 秒
49	—	Qwen3.5 35B A3B (Reasoning)开源Alibaba	29.3	$0.69	174	2.3 秒
50	—	DeepSeek V4 Flash (Non-reasoning)开源DeepSeek	28.7	$0.18	117	1.5 秒
51	—	MiniMax-M2开源MiniMax	28.3	$0.52	116	2.0 秒
52	—	Qwen3.5 122B A10B (Non-reasoning)开源Alibaba	28.1	$1.1	146	2.6 秒
53	—	MiMo-V2.5-Pro (Non-reasoning)开源Xiaomi	27.9	$1.4	48	2.5 秒
54	—	GLM-4.7 (Non-reasoning)开源Z AI	26.6	$1.0	118	0.9 秒
55	—	DeepSeek V3.1 Terminus (Reasoning)开源DeepSeek	26.3	$1.9	—	—
56	—	Hy3-preview (Non-reasoning)开源Tencent	26.1	$0.20	115	3.7 秒
57	—	Ling-2.6-1T开源InclusionAI	26.1	$0.85	—	—
58	—	Step 3.5 Flash 2603闭源StepFun	26.0	$0.15	223	1.1 秒
59	—	Doubao Seed Code闭源ByteDance Seed	26.0	—	—	—
60	—	Step 3.5 Flash开源StepFun	25.5	$0.15	223	1.1 秒
61	—	DeepSeek V3.2 Exp (Reasoning)开源DeepSeek	25.4	$0.31	—	—
62	—	GLM-4.6 (Reasoning)开源Z AI	25.1	$0.96	47	2.5 秒
63	—	Qwen3 Max Thinking (Preview)闭源Alibaba	25.0	$2.4	53	4.2 秒
64	—	Qwen3.5 9B (Reasoning)开源Alibaba	25.0	$0.11	57	1.0 秒
65	—	DeepSeek V3.2 (Non-reasoning)开源DeepSeek	24.7	$0.78	—	—
66	—	Qwen3.6 35B A3B (Non-reasoning)开源Alibaba	24.2	$0.84	187	2.3 秒
67	—	Qwen3 Max闭源Alibaba	24.0	$3.0	59	2.3 秒
68	—	Kimi K2 0905开源Kimi	23.5	$1.1	27	2.6 秒
69	—	Qwen3.5 35B A3B (Non-reasoning)开源Alibaba	23.4	$0.69	194	2.2 秒
70	—	MiMo-V2-Flash (Non-reasoning)开源Xiaomi	23.1	$0.15	93	2.4 秒
71	—	GLM-4.6 (Non-reasoning)开源Z AI	23.0	$1.0	43	3.9 秒
72	—	GLM-4.7-Flash (Reasoning)开源Z AI	22.9	$0.15	85	1.3 秒
73	—	Qwen3 235B A22B 2507 (Reasoning)开源Alibaba	22.3	$0.84	64	2.8 秒
74	—	DeepSeek V3.2 Speciale开源DeepSeek	22.2	—	—	—
75	—	ERNIE 5.0 Thinking Preview闭源Baidu	21.9	—	—	—
76	—	DeepSeek V3.1 Terminus (Non-reasoning)开源DeepSeek	21.4	$0.45	—	—
77	—	DeepSeek V3.2 Exp (Non-reasoning)开源DeepSeek	21.3	$0.31	—	—
78	—	Qwen3 Coder Next开源Alibaba	21.2	$0.56	108	2.0 秒
79	—	DeepSeek V3.1 (Non-reasoning)开源DeepSeek	21.0	$0.83	—	—
80	—	DeepSeek V3.1 (Reasoning)开源DeepSeek	20.7	$0.87	—	—
81	—	Qwen3 VL 235B A22B (Reasoning)开源Alibaba	20.6	$2.2	55	3.0 秒
82	—	Qwen3.5 9B (Non-reasoning)开源Alibaba	20.3	—	—	—
83	—	Qwen3.5 4B (Reasoning)开源Alibaba	20.1	$0.060	24	1.0 秒
84	—	DeepSeek R1 0528 (May '25)开源DeepSeek	20.1	$2.1	—	—
85	—	Qwen3 Next 80B A3B (Reasoning)开源Alibaba	19.8	$1.9	188	2.1 秒
86	—	GLM-4.5 (Reasoning)开源Z AI	19.5	$1.0	—	—
87	—	Kimi K2开源Kimi	19.4	$1.0	28	2.6 秒
88	—	Ling 2.6 Flash开源InclusionAI	19.3	$0.15	196	1.5 秒
89	—	Qwen3 Max (Preview)闭源Alibaba	19.2	$2.4	68	4.2 秒
90	—	Qwen3.5 Omni Flash闭源Alibaba	19.0	$0.28	258	1.9 秒
91	—	Seed-OSS-36B-Instruct开源ByteDance Seed	18.3	$0.30	35	3.0 秒
92	—	Qwen3 235B A22B 2507 Instruct开源Alibaba	18.2	$0.36	58	2.5 秒
93	—	Qwen3 Coder 480B A35B Instruct开源Alibaba	18.0	$0.68	59	3.1 秒
94	—	Qwen3 VL 32B (Reasoning)开源Alibaba	17.9	$2.6	92	2.8 秒
95	—	MiniMax M1 80k开源MiniMax	17.7	$0.96	—	—
96	—	LongCat Flash Lite开源LongCat	17.2	$0.000	—	—
97	—	GLM-4.6V (Reasoning)开源Z AI	16.8	$0.45	76	3.9 秒
98	—	GLM-4.5-Air开源Z AI	16.5	$0.37	85	2.7 秒
99	—	Ring-1T开源InclusionAI	16.2	—	—	—
100	—	Qwen3.5 4B (Non-reasoning)开源Alibaba	16.0	$0.060	31	0.9 秒
101	—	Qwen3 30B A3B 2507 (Reasoning)开源Alibaba	15.8	$0.67	146	2.6 秒
102	—	DeepSeek V3 0324开源DeepSeek	15.7	$1.2	—	—
103	—	GLM-4.7-Flash (Non-reasoning)开源Z AI	15.5	$0.15	119	1.7 秒
104	—	MiniMax M1 40k开源MiniMax	14.4	—	—	—
105	—	Qwen3 VL 235B A22B Instruct开源Alibaba	14.3	$0.70	51	2.7 秒
106	—	Qwen3 Next 80B A3B Instruct开源Alibaba	13.7	$0.88	187	2.3 秒
107	—	Qwen3 Coder 30B A3B Instruct开源Alibaba	13.6	$0.35	103	2.7 秒
108	—	Qwen3 235B A22B (Reasoning)开源Alibaba	13.4	$2.6	63	2.8 秒
109	—	QwQ 32B开源Alibaba	13.4	$0.75	32	2.1 秒
110	—	Qwen3 VL 30B A3B (Reasoning)开源Alibaba	13.3	$0.34	113	2.2 秒
111	—	Ling-1T开源InclusionAI	12.8	—	—	—
112	—	DeepSeek R1 (Jan '25)开源DeepSeek	12.6	$2.4	—	—
113	—	Qwen3 4B 2507 (Reasoning)开源Alibaba	12.0	—	—	—
114	—	Qwen3 VL 32B Instruct开源Alibaba	11.1	$1.2	68	2.7 秒
115	—	DeepSeek R1 Distill Qwen 32B开源DeepSeek	11.0	—	—	—
116	—	GLM-4.6V (Non-reasoning)开源Z AI	11.0	$0.45	94	4.1 秒
117	—	Qwen3 235B A22B (Non-reasoning)开源Alibaba	10.9	$0.79	57	2.9 秒
118	—	Qwen3 VL 8B (Reasoning)开源Alibaba	10.6	$0.66	116	2.4 秒
119	—	Qwen3 32B (Reasoning)开源Alibaba	10.5	$0.28	98	2.6 秒
120	—	DeepSeek V3 (Dec '24)开源DeepSeek	10.4	$0.52	—	—
121	—	DeepSeek R1 0528 Qwen3 8B开源DeepSeek	10.4	—	—	—
122	—	Qwen3.5 2B (Reasoning)开源Alibaba	10.2	$0.040	28	1.0 秒
123	—	Qwen2.5 Max闭源Alibaba	10.2	$2.8	—	—
124	—	Qwen3 14B (Reasoning)开源Alibaba	10.1	$0.73	60	2.8 秒
125	—	Qwen3 VL 30B A3B Instruct开源Alibaba	10.0	$0.30	113	2.3 秒
126	—	DeepSeek R1 Distill Llama 70B开源DeepSeek	9.9	$0.79	68	0.6 秒
127	—	DeepSeek R1 Distill Qwen 14B开源DeepSeek	9.8	—	—	—
128	—	Ling-flash-2.0开源InclusionAI	9.7	$0.25	65	2.3 秒
129	—	Qwen3 Omni 30B A3B (Reasoning)开源Alibaba	9.6	$0.43	88	2.1 秒
130	—	Qwen2.5 Instruct 72B开源Alibaba	9.6	$0.37	—	—
131	—	Step3 VL 10B开源StepFun	9.5	—	—	—
132	—	Qwen3 30B A3B (Reasoning)开源Alibaba	9.3	$0.18	107	2.3 秒
133	—	QwQ 32B-Preview开源Alibaba	9.2	—	—	—
134	—	GLM-4.5V (Reasoning)开源Z AI	9.1	$0.90	79	3.8 秒
135	—	Qwen3 30B A3B 2507 Instruct开源Alibaba	9.1	$0.21	169	2.0 秒
136	—	ERNIE 4.5 300B A47B开源Baidu	9.0	$0.49	—	—
137	—	Qwen3.5 2B (Non-reasoning)开源Alibaba	8.8	$0.040	23	1.0 秒
138	—	Qwen3 32B (Non-reasoning)开源Alibaba	8.6	$0.26	96	2.5 秒
139	—	Kimi Linear 48B A3B Instruct开源Kimi	8.5	—	—	—
140	—	Qwen3 VL 8B Instruct开源Alibaba	8.4	$0.31	122	2.3 秒
141	—	Qwen3 4B (Reasoning)开源Alibaba	8.4	$0.40	—	—
142	—	Ring-flash-2.0开源InclusionAI	8.2	$0.25	—	—
143	—	Qwen3 VL 4B (Reasoning)开源Alibaba	7.9	—	—	—
144	—	Qwen2.5 Instruct 32B开源Alibaba	7.5	—	—	—
145	—	Qwen3 8B (Reasoning)开源Alibaba	7.4	$0.37	38	4.0 秒
146	—	Qwen3 4B 2507 Instruct开源Alibaba	7.1	—	—	—
147	—	Qwen2.5 Coder Instruct 32B开源Alibaba	7.1	—	—	—
148	—	Qwen3 14B (Non-reasoning)开源Alibaba	7.0	$0.38	61	2.8 秒
149	—	GLM-4.5V (Non-reasoning)开源Z AI	7.0	$0.90	85	15 秒
150	—	Qwen3 30B A3B (Non-reasoning)开源Alibaba	6.8	$0.13	105	2.4 秒
151	—	DeepSeek-V2.5 (Dec '24)开源DeepSeek	6.8	—	—	—
152	—	Qwen3 4B (Non-reasoning)开源Alibaba	6.8	$0.19	—	—
153	—	DeepSeek-V2.5开源DeepSeek	6.6	—	—	—
154	—	DeepSeek R1 Distill Llama 8B开源DeepSeek	6.4	—	—	—
155	—	Qwen2.5 Turbo闭源Alibaba	6.3	$0.088	107	2.3 秒
156	—	Qwen2 Instruct 72B开源Alibaba	6.0	—	—	—
157	—	Qwen3 Omni 30B A3B Instruct开源Alibaba	5.1	$0.43	96	2.0 秒
158	—	Qwen3 8B (Non-reasoning)开源Alibaba	5.1	$0.19	37	3.8 秒
159	—	DeepSeek-Coder-V2开源DeepSeek	5.1	—	—	—
160	—	Qwen3.5 0.8B (Reasoning)开源Alibaba	5.0	$0.020	26	1.1 秒
161	—	Qwen2.5 Coder Instruct 7B开源Alibaba	4.5	—	—	—
162	—	Qwen3.5 0.8B (Non-reasoning)开源Alibaba	4.4	$0.020	23	1.0 秒
163	—	Qwen3 VL 4B Instruct开源Alibaba	4.1	—	—	—
164	—	Qwen1.5 Chat 110B开源Alibaba	4.1	—	—	—
165	—	Ling-mini-2.0开源InclusionAI	3.8	—	—	—
166	—	DeepSeek R1 Distill Qwen 1.5B开源DeepSeek	3.7	—	—	—
167	—	DeepSeek-V2-Chat开源DeepSeek	3.6	—	—	—
168	—	Qwen Chat 72B开源Alibaba	3.4	—	—	—
169	—	DeepSeek Coder V2 Lite Instruct开源DeepSeek	3.1	—	—	—
170	—	DeepSeek LLM 67B Chat (V1)开源DeepSeek	3.0	—	—	—
171	—	Qwen3 1.7B (Reasoning)开源Alibaba	2.6	$0.40	—	—
172	—	Qwen Chat 14B开源Alibaba	2.1	—	—	—
173	—	Qwen3 1.7B (Non-reasoning)开源Alibaba	1.5	$0.19	—	—
174	—	Qwen3 0.6B (Reasoning)开源Alibaba	1.3	$0.40	—	—
175	—	Qwen3 0.6B (Non-reasoning)开源Alibaba	1.0	$0.19	—	—

其余 125 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