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	191	1.4 秒
2	—	Qwen3.7 Max闭源Alibaba	46.0	$3.8	198	2.5 秒
3	—	MiniMax-M3开源MiniMax	44.4	$0.52	108	1.4 秒
4	—	DeepSeek V4 Pro (Reasoning, Max Effort)开源DeepSeek	44.3	$0.54	62	1.8 秒
5	—	Kimi K2.6开源Kimi	44.2	$1.7	47	2.2 秒
6	—	MiMo-V2.5-Pro开源Xiaomi	42.2	$0.54	51	3.8 秒
7	—	Kimi K2.7 Code开源Kimi	41.9	$1.7	49	3.1 秒
8	—	DeepSeek V4 Pro (Reasoning, High Effort)开源DeepSeek	40.8	$0.54	58	1.7 秒
9	—	MiMo-V2-Pro闭源Xiaomi	40.3	$1.5	—	—
10	—	DeepSeek V4 Flash (Reasoning, Max Effort)开源DeepSeek	40.3	$0.18	102	1.4 秒
11	—	GLM-5.1 (Reasoning)开源Z AI	40.2	$2.2	71	1.4 秒
12	—	Qwen3.6 Max Preview闭源Alibaba	40.0	$2.9	54	3.3 秒
13	—	Qwen3.6 Plus闭源Alibaba	39.6	$1.1	52	2.7 秒
14	—	GLM-5 (Reasoning)开源Z AI	39.5	$1.6	52	1.8 秒
15	—	Qwen3.7 Plus闭源Alibaba	39.0	$0.70	52	3.0 秒
16	—	MiniMax-M2.7开源MiniMax	38.1	$0.52	47	1.9 秒
17	—	Kimi K2.5 (Reasoning)开源Kimi	38.1	$1.2	55	2.9 秒
18	—	GLM-5-Turbo闭源Z AI	38.1	—	—	—
19	—	DeepSeek V4 Flash (Reasoning, High Effort)开源DeepSeek	37.4	$0.18	—	—
20	—	MiMo-V2.5开源Xiaomi	37.2	$0.18	80	2.6 秒
21	—	Qwen3.6 27B (Reasoning)开源Alibaba	37.1	$1.4	58	3.8 秒
22	—	MiMo-V2-Omni-0327闭源Xiaomi	36.4	$0.80	—	—
23	—	GLM-5.1 (Non-reasoning)开源Z AI	35.4	$2.2	62	1.8 秒
24	—	MiMo-V2-Omni闭源Xiaomi	35.0	$0.000	—	—
25	—	Kimi K2.6 (Non-reasoning)开源Kimi	34.6	$1.7	44	2.3 秒
26	—	GLM 5V Turbo (Reasoning)闭源Z AI	34.5	—	—	—
27	—	GLM-5.2 (Non-reasoning)开源Z AI	34.1	$3.2	109	1.6 秒
28	—	Qwen3.5 27B (Reasoning)开源Alibaba	33.8	$0.83	80	5.7 秒
29	—	GLM-4.7 (Reasoning)开源Z AI	33.7	$1.0	142	0.8 秒
30	—	Qwen3.5 397B A17B (Reasoning)开源Alibaba	33.7	$1.4	59	2.6 秒
31	—	MiniMax-M2.5开源MiniMax	33.7	$0.52	79	1.8 秒
32	—	Hy3-preview (Reasoning)开源Tencent	33.6	$0.20	169	3.1 秒
33	—	MiMo-V2-Flash (Feb 2026)开源Xiaomi	33.2	$0.15	—	—
34	—	Kimi K2 Thinking开源Kimi	32.7	$1.1	162	1.2 秒
35	—	GLM-5 (Non-reasoning)开源Z AI	32.4	$1.6	63	1.4 秒
36	—	Qwen3.5 122B A10B (Reasoning)开源Alibaba	32.3	$1.1	143	2.4 秒
37	—	DeepSeek V3.2 (Reasoning)开源DeepSeek	32.0	$0.32	—	—
38	—	Qwen3.5 397B A17B (Non-reasoning)开源Alibaba	32.0	$1.4	60	2.6 秒
39	—	Qwen3 Max Thinking闭源Alibaba	31.7	—	—	—
40	—	Qwen3.6 35B A3B (Reasoning)开源Alibaba	31.6	$0.56	171	2.4 秒
41	—	MiniMax-M2.1开源MiniMax	31.4	$0.52	84	1.8 秒
42	—	DeepSeek V4 Pro (Non-reasoning)开源DeepSeek	31.2	$0.54	61	1.8 秒
43	—	MiMo-V2-Flash (Reasoning)开源Xiaomi	31.2	$0.15	—	—
44	—	Qwen3.5 Omni Plus闭源Alibaba	30.6	$1.5	56	2.5 秒
45	—	Ring-2.6-1T开源InclusionAI	30.6	$0.85	125	3.3 秒
46	—	Qwen3.6 27B (Non-reasoning)开源Alibaba	30.5	$1.4	55	3.6 秒
47	—	DeepSeek V3.1 Terminus (Reasoning)开源DeepSeek	30.4	$1.9	—	—
48	—	Step 3.7 Flash开源StepFun	30.3	$0.44	381	0.9 秒
49	—	Kimi K2.5 (Non-reasoning)开源Kimi	29.4	$1.2	53	2.8 秒
50	—	Qwen3.5 27B (Non-reasoning)开源Alibaba	29.3	$0.83	87	5.7 秒
51	—	Qwen3.5 35B A3B (Reasoning)开源Alibaba	29.3	$0.69	160	2.3 秒
52	—	GLM-4.6 (Reasoning)开源Z AI	28.7	$0.96	46	1.4 秒
53	—	DeepSeek V4 Flash (Non-reasoning)开源DeepSeek	28.7	$0.18	100	1.2 秒
54	—	MiniMax-M2开源MiniMax	28.3	$0.52	81	1.9 秒
55	—	MiMo-V2.5-Pro (Non-reasoning)开源Xiaomi	27.9	$0.93	66	2.2 秒
56	—	Qwen3.5 122B A10B (Non-reasoning)开源Alibaba	27.6	$1.1	162	2.5 秒
57	—	GLM-4.7 (Non-reasoning)开源Z AI	26.6	$1.0	135	0.8 秒
58	—	Hy3-preview (Non-reasoning)开源Tencent	26.1	$0.20	165	3.1 秒
59	—	Ling-2.6-1T开源InclusionAI	26.1	$0.85	—	—
60	—	Step 3.5 Flash 2603闭源StepFun	26.0	$0.15	200	1.0 秒
61	—	Doubao Seed Code闭源ByteDance Seed	26.0	—	—	—
62	—	Step 3.5 Flash开源StepFun	25.5	$0.15	195	1.1 秒
63	—	DeepSeek V3.2 Exp (Reasoning)开源DeepSeek	25.4	$0.32	—	—
64	—	Qwen3 Max Thinking (Preview)闭源Alibaba	25.0	$2.4	59	4.0 秒
65	—	MiMo-V2-Flash (Non-reasoning)开源Xiaomi	24.7	$0.15	—	—
66	—	DeepSeek V3.2 (Non-reasoning)开源DeepSeek	24.7	$0.32	—	—
67	—	Qwen3.6 35B A3B (Non-reasoning)开源Alibaba	24.2	$0.84	183	2.4 秒
68	—	Qwen3 Max闭源Alibaba	24.0	$2.4	53	2.5 秒
69	—	Kimi K2 0905开源Kimi	23.5	$1.1	37	2.0 秒
70	—	Qwen3.5 35B A3B (Non-reasoning)开源Alibaba	23.4	$0.69	196	2.2 秒
71	—	GLM-4.6 (Non-reasoning)开源Z AI	23.0	$0.98	40	3.7 秒
72	—	GLM-4.7-Flash (Reasoning)开源Z AI	22.9	$0.15	90	1.2 秒
73	—	DeepSeek V3.2 Speciale开源DeepSeek	22.2	—	—	—
74	—	ERNIE 5.0 Thinking Preview闭源Baidu	21.9	—	—	—
75	—	Qwen3.5 9B (Reasoning)开源Alibaba	21.4	$0.11	54	1.6 秒
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	$0.32	—	—
78	—	Qwen3 Coder Next开源Alibaba	21.1	$0.56	106	1.7 秒
79	—	DeepSeek V3.1 (Non-reasoning)开源DeepSeek	21.0	$0.84	—	—
80	—	DeepSeek V3.1 (Reasoning)开源DeepSeek	20.7	$0.87	—	—
81	—	Qwen3 VL 235B A22B (Reasoning)开源Alibaba	20.6	$2.6	56	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	0.7 秒
84	—	DeepSeek R1 0528 (May '25)开源DeepSeek	20.1	$2.1	—	—
85	—	Qwen3 235B A22B 2507 (Reasoning)开源Alibaba	19.6	$2.6	58	2.9 秒
86	—	GLM-4.5 (Reasoning)开源Z AI	19.5	$1.0	—	—
87	—	Kimi K2开源Kimi	19.4	$1.0	37	2.4 秒
88	—	Qwen3 Max (Preview)闭源Alibaba	19.2	$2.4	63	4.1 秒
89	—	Qwen3.5 Omni Flash闭源Alibaba	19.0	$0.28	225	1.9 秒
90	—	DeepSeek R1 (Jan '25)开源DeepSeek	18.5	$2.4	—	—
91	—	Seed-OSS-36B-Instruct开源ByteDance Seed	18.3	$0.30	36	3.0 秒
92	—	Qwen3 235B A22B 2507 Instruct开源Alibaba	18.2	$1.2	57	2.1 秒
93	—	Qwen3 Coder 480B A35B Instruct开源Alibaba	18.0	$3.0	58	3.1 秒
94	—	Qwen3 VL 32B (Reasoning)开源Alibaba	17.9	$2.6	90	2.7 秒
95	—	MiniMax M1 80k开源MiniMax	17.7	$0.96	—	—
96	—	LongCat Flash Lite开源LongCat	17.2	—	—	—
97	—	GLM-4.6V (Reasoning)开源Z AI	16.8	$0.45	59	4.3 秒
98	—	Qwen3 Next 80B A3B (Reasoning)开源Alibaba	16.7	$1.9	171	2.3 秒
99	—	GLM-4.5-Air开源Z AI	16.5	$0.37	74	2.7 秒
100	—	Ring-1T开源InclusionAI	16.2	—	—	—
101	—	Qwen3.5 4B (Non-reasoning)开源Alibaba	16.0	$0.060	30	0.7 秒
102	—	GLM-4.7-Flash (Non-reasoning)开源Z AI	15.5	$0.15	183	1.4 秒
103	—	DeepSeek V3 0324开源DeepSeek	15.4	$1.2	—	—
104	—	Qwen3 30B A3B 2507 (Reasoning)开源Alibaba	14.4	$0.75	119	2.5 秒
105	—	MiniMax M1 40k开源MiniMax	14.4	—	—	—
106	—	Qwen3 VL 235B A22B Instruct开源Alibaba	14.3	$1.2	51	2.8 秒
107	—	DeepSeek V3 (Dec '24)开源DeepSeek	14.2	$0.52	—	—
108	—	Ling 2.6 Flash开源InclusionAI	14.1	$0.15	172	1.2 秒
109	—	Qwen3 Next 80B A3B Instruct开源Alibaba	13.7	$0.88	181	2.3 秒
110	—	Qwen3 Coder 30B A3B Instruct开源Alibaba	13.6	$0.90	102	2.6 秒
111	—	Qwen3 235B A22B (Reasoning)开源Alibaba	13.4	$2.6	62	2.9 秒
112	—	QwQ 32B开源Alibaba	13.4	$0.75	32	2.1 秒
113	—	Qwen3 VL 30B A3B (Reasoning)开源Alibaba	13.3	$0.75	112	2.3 秒
114	—	Ling-1T开源InclusionAI	12.8	—	—	—
115	—	Qwen3 4B 2507 (Reasoning)开源Alibaba	12.0	—	—	—
116	—	Qwen3 32B (Reasoning)开源Alibaba	11.5	$2.6	92	2.6 秒
117	—	Qwen3 VL 32B Instruct开源Alibaba	11.1	$1.2	72	2.7 秒
118	—	DeepSeek R1 Distill Qwen 32B开源DeepSeek	11.0	—	—	—
119	—	GLM-4.6V (Non-reasoning)开源Z AI	11.0	$0.45	58	6.1 秒
120	—	Qwen3 235B A22B (Non-reasoning)开源Alibaba	10.9	$1.2	62	2.9 秒
121	—	Qwen3 VL 8B (Reasoning)开源Alibaba	10.6	$0.66	111	2.4 秒
122	—	Qwen3 14B (Reasoning)开源Alibaba	10.4	$1.3	62	2.7 秒
123	—	DeepSeek R1 0528 Qwen3 8B开源DeepSeek	10.4	—	—	—
124	—	Qwen2.5 Max闭源Alibaba	10.2	—	—	—
125	—	Qwen3 VL 30B A3B Instruct开源Alibaba	10.0	$0.35	113	2.2 秒
126	—	DeepSeek R1 Distill Llama 70B开源DeepSeek	9.9	$0.79	30	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	73	2.2 秒
129	—	Qwen3 Omni 30B A3B (Reasoning)开源Alibaba	9.6	$0.43	101	2.0 秒
130	—	Qwen2.5 Instruct 72B开源Alibaba	9.6	$0.48	—	—
131	—	Step3 VL 10B开源StepFun	9.5	—	—	—
132	—	Qwen3 30B A3B (Reasoning)开源Alibaba	9.3	$0.75	103	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	26	6.3 秒
135	—	Qwen3 30B A3B 2507 Instruct开源Alibaba	9.1	$0.35	141	2.0 秒
136	—	ERNIE 4.5 300B A47B开源Baidu	9.0	$0.49	—	—
137	—	Qwen3 32B (Non-reasoning)开源Alibaba	8.6	$1.2	96	2.5 秒
138	—	Kimi Linear 48B A3B Instruct开源Kimi	8.5	—	—	—
139	—	Qwen3 VL 8B Instruct开源Alibaba	8.4	$0.31	122	2.3 秒
140	—	Qwen3 4B (Reasoning)开源Alibaba	8.4	—	—	—
141	—	Qwen3 8B (Reasoning)开源Alibaba	8.3	$0.66	39	3.9 秒
142	—	Ring-flash-2.0开源InclusionAI	8.2	$0.25	—	—
143	—	Qwen3 VL 4B (Reasoning)开源Alibaba	7.9	—	—	—
144	—	Qwen3.5 2B (Reasoning)开源Alibaba	7.6	—	—	—
145	—	Qwen2.5 Instruct 32B开源Alibaba	7.5	—	—	—
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	$0.61	63	2.8 秒
149	—	GLM-4.5V (Non-reasoning)开源Z AI	7.0	$0.90	64	20 秒
150	—	Qwen3 30B A3B (Non-reasoning)开源Alibaba	6.8	$0.35	102	2.3 秒
151	—	DeepSeek-V2.5 (Dec '24)开源DeepSeek	6.8	—	—	—
152	—	Qwen3 4B (Non-reasoning)开源Alibaba	6.8	—	—	—
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	105	2.2 秒
156	—	Qwen2 Instruct 72B开源Alibaba	6.0	—	—	—
157	—	Qwen3.5 2B (Non-reasoning)开源Alibaba	5.6	—	—	—
158	—	Qwen3.5 0.8B (Reasoning)开源Alibaba	5.5	—	—	—
159	—	Qwen3 Omni 30B A3B Instruct开源Alibaba	5.1	$0.43	94	2.0 秒
160	—	Qwen3 8B (Non-reasoning)开源Alibaba	5.1	$0.31	39	3.8 秒
161	—	DeepSeek-Coder-V2开源DeepSeek	5.1	—	—	—
162	—	Qwen2.5 Coder Instruct 7B开源Alibaba	4.5	—	—	—
163	—	Qwen3.5 0.8B (Non-reasoning)开源Alibaba	4.4	—	—	—
164	—	Qwen3 VL 4B Instruct开源Alibaba	4.1	—	—	—
165	—	Qwen1.5 Chat 110B开源Alibaba	4.1	—	—	—
166	—	Ling-mini-2.0开源InclusionAI	3.8	—	—	—
167	—	DeepSeek R1 Distill Qwen 1.5B开源DeepSeek	3.7	—	—	—
168	—	DeepSeek-V2-Chat开源DeepSeek	3.6	—	—	—
169	—	Qwen Chat 72B开源Alibaba	3.4	—	—	—
170	—	DeepSeek Coder V2 Lite Instruct开源DeepSeek	3.1	—	—	—
171	—	DeepSeek LLM 67B Chat (V1)开源DeepSeek	3.0	—	—	—
172	—	Qwen3 1.7B (Reasoning)开源Alibaba	2.6	—	—	—
173	—	Qwen Chat 14B开源Alibaba	2.1	—	—	—
174	—	Qwen3 1.7B (Non-reasoning)开源Alibaba	1.5	—	—	—
175	—	Qwen3 0.6B (Reasoning)开源Alibaba	1.3	—	—	—
176	—	Qwen3 0.6B (Non-reasoning)开源Alibaba	1.0	—	—	—

其余 126 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