模型排行

排名	变化	模型	智力	价格 $/M	速度 tok/s	首字延迟
1	—	Kimi K3闭源Kimi	57.1	$6.0	32	165 秒
2	—	GLM-5.2 (max)开源Z AI	51.1	$2.2	217	1.3 秒
3	—	Qwen3.7 Max闭源Alibaba	46.0	$3.8	202	2.6 秒
4	—	MiniMax-M3开源MiniMax	44.4	$0.52	73	1.5 秒
5	—	DeepSeek V4 Pro (Reasoning, Max Effort)开源DeepSeek	44.3	$0.54	71	1.5 秒
6	—	Kimi K2.6开源Kimi	44.2	$1.7	43	3.0 秒
7	▲ 3	DeepSeek V4 Pro (Reasoning, High Effort)开源DeepSeek	43.1	$0.54	65	1.6 秒
8	▼ 1	MiMo-V2.5-Pro开源Xiaomi	42.2	$0.54	71	3.2 秒
9	▼ 1	Kimi K2.7 Code开源Kimi	41.9	$1.7	48	2.8 秒
10	▼ 1	Hy3开源Tencent	41.2	$0.25	56	2.6 秒
11	—	MiMo-V2-Pro闭源Xiaomi	40.3	—	—	—
12	—	DeepSeek V4 Flash (Reasoning, Max Effort)开源DeepSeek	40.3	$0.18	115	1.2 秒
13	—	GLM-5.1 (Reasoning)开源Z AI	40.2	$2.1	72	1.8 秒
14	—	Qwen3.6 Max Preview闭源Alibaba	40.0	$2.9	53	3.2 秒
15	—	Qwen3.6 Plus闭源Alibaba	39.6	$1.1	53	2.5 秒
16	—	GLM-5 (Reasoning)开源Z AI	39.5	$1.6	43	1.6 秒
17	—	Qwen3.7 Plus闭源Alibaba	39.0	$0.70	54	2.8 秒
18	—	MiniMax-M2.7开源MiniMax	38.1	$0.52	56	1.8 秒
19	—	GLM-5-Turbo闭源Z AI	38.1	—	—	—
20	—	DeepSeek V4 Flash (Reasoning, High Effort)开源DeepSeek	37.5	$0.18	—	—
21	—	MiMo-V2.5开源Xiaomi	37.2	$0.18	67	4.4 秒
22	—	Qwen3.6 27B (Reasoning)开源Alibaba	37.1	$1.4	56	3.7 秒
23	—	MiMo-V2-Omni-0327闭源Xiaomi	36.4	—	—	—
24	—	Kimi K2.5 (Reasoning)开源Kimi	35.4	$1.2	59	2.8 秒
25	—	GLM-5.1 (Non-reasoning)开源Z AI	35.4	$2.1	59	1.8 秒
26	—	MiMo-V2-Omni闭源Xiaomi	35.0	—	—	—
27	—	Kimi K2.6 (Non-reasoning)开源Kimi	34.6	$1.7	37	2.8 秒
28	—	GLM 5V Turbo (Reasoning)闭源Z AI	34.5	—	—	—
29	—	GLM-5.2 (Non-reasoning)开源Z AI	34.1	$2.1	155	1.4 秒
30	—	Qwen3.5 27B (Reasoning)开源Alibaba	33.8	$0.83	75	5.6 秒
31	—	GLM-4.7 (Reasoning)开源Z AI	33.7	$1.0	92	0.9 秒
32	—	Qwen3.5 397B A17B (Reasoning)开源Alibaba	33.7	$1.4	69	2.3 秒
33	—	MiniMax-M2.5开源MiniMax	33.7	$0.52	77	1.7 秒
34	—	Hy3-preview (Reasoning)开源Tencent	33.6	$0.11	145	3.6 秒
35	—	LongCat 2.0开源LongCat	33.5	—	—	—
36	—	MiMo-V2-Flash (Feb 2026)开源Xiaomi	33.2	—	—	—
37	—	Kimi K2 Thinking开源Kimi	32.7	$1.1	119	1.5 秒
38	—	GLM-5 (Non-reasoning)开源Z AI	32.4	$1.6	40	1.3 秒
39	—	Qwen3.5 122B A10B (Reasoning)开源Alibaba	32.3	$1.1	133	2.3 秒
40	—	DeepSeek V3.2 (Reasoning)开源DeepSeek	32.0	$0.32	—	—
41	—	Qwen3.5 397B A17B (Non-reasoning)开源Alibaba	32.0	$1.4	67	2.3 秒
42	—	Qwen3 Max Thinking闭源Alibaba	31.7	—	—	—
43	—	Qwen3.6 35B A3B (Reasoning)开源Alibaba	31.6	$0.56	158	2.2 秒
44	—	MiniMax-M2.1开源MiniMax	31.4	$0.52	82	1.7 秒
45	—	DeepSeek V4 Pro (Non-reasoning)开源DeepSeek	31.2	$0.54	70	1.4 秒
46	—	MiMo-V2-Flash (Reasoning)开源Xiaomi	31.2	$0.15	—	—
47	—	Qwen3.5 Omni Plus闭源Alibaba	30.6	$1.5	52	2.4 秒
48	—	Ring-2.6-1T开源InclusionAI	30.6	$0.85	121	3.3 秒
49	—	Qwen3.6 27B (Non-reasoning)开源Alibaba	30.5	$1.4	57	3.6 秒
50	—	DeepSeek V3.1 Terminus (Reasoning)开源DeepSeek	30.4	$1.9	—	—
51	—	Step 3.7 Flash开源StepFun	30.3	$0.44	385	0.9 秒
52	—	Kimi K2.5 (Non-reasoning)开源Kimi	29.4	$1.2	59	2.8 秒
53	—	Qwen3.5 27B (Non-reasoning)开源Alibaba	29.3	$0.83	82	5.6 秒
54	—	Qwen3.5 35B A3B (Reasoning)开源Alibaba	29.3	$0.69	113	2.1 秒
55	—	GLM-4.6 (Reasoning)开源Z AI	28.7	$0.96	49	2.4 秒
56	—	DeepSeek V4 Flash (Non-reasoning)开源DeepSeek	28.7	$0.18	112	1.2 秒
57	—	MiniMax-M2开源MiniMax	28.3	$0.52	88	1.8 秒
58	—	MiMo-V2.5-Pro (Non-reasoning)开源Xiaomi	27.9	$0.54	67	3.0 秒
59	—	Qwen3.5 122B A10B (Non-reasoning)开源Alibaba	27.6	$1.1	145	2.4 秒
60	—	GLM-4.7 (Non-reasoning)开源Z AI	26.6	$1.0	98	1.0 秒
61	—	Hy3-preview (Non-reasoning)开源Tencent	26.1	$0.11	145	3.8 秒
62	—	Ling-2.6-1T开源InclusionAI	26.1	$0.85	—	—
63	—	Step 3.5 Flash 2603闭源StepFun	26.0	$0.15	278	1.2 秒
64	—	Doubao Seed Code闭源ByteDance Seed	26.0	—	—	—
65	—	Step 3.5 Flash开源StepFun	25.5	$0.15	278	1.0 秒
66	—	DeepSeek V3.2 Exp (Reasoning)开源DeepSeek	25.4	$0.32	—	—
67	—	Qwen3 Max Thinking (Preview)闭源Alibaba	25.0	$2.4	60	4.0 秒
68	—	MiMo-V2-Flash (Non-reasoning)开源Xiaomi	24.7	—	—	—
69	—	DeepSeek V3.2 (Non-reasoning)开源DeepSeek	24.7	$0.32	—	—
70	—	Qwen3.6 35B A3B (Non-reasoning)开源Alibaba	24.2	$0.84	190	2.3 秒
71	—	Qwen3 Max闭源Alibaba	24.0	$2.4	59	2.3 秒
72	—	Qwen3.5 35B A3B (Non-reasoning)开源Alibaba	24.0	$0.69	133	2.2 秒
73	—	Kimi K2 0905开源Kimi	23.5	$1.1	38	1.8 秒
74	—	GLM-4.6 (Non-reasoning)开源Z AI	23.0	$0.98	68	2.7 秒
75	—	GLM-4.7-Flash (Reasoning)开源Z AI	22.9	$0.15	94	1.5 秒
76	—	DeepSeek V3.2 Speciale开源DeepSeek	22.2	—	—	—
77	—	ERNIE 5.0 Thinking Preview闭源Baidu	21.9	—	—	—
78	—	Qwen3.5 9B (Reasoning)开源Alibaba	21.4	$0.15	71	1.6 秒
79	—	DeepSeek V3.1 Terminus (Non-reasoning)开源DeepSeek	21.4	$0.45	—	—
80	—	DeepSeek V3.2 Exp (Non-reasoning)开源DeepSeek	21.3	$0.32	—	—
81	—	Qwen3 Coder Next开源Alibaba	21.1	$0.56	129	1.2 秒
82	—	DeepSeek V3.1 (Non-reasoning)开源DeepSeek	21.0	$0.84	—	—
83	—	DeepSeek V3.1 (Reasoning)开源DeepSeek	20.7	$0.87	—	—
84	—	Qwen3 VL 235B A22B (Reasoning)开源Alibaba	20.6	$2.6	54	3.3 秒
85	—	Qwen3.5 9B (Non-reasoning)开源Alibaba	20.3	—	—	—
86	—	Qwen3.5 4B (Reasoning)开源Alibaba	20.1	$0.060	27	0.8 秒
87	—	DeepSeek R1 0528 (May '25)开源DeepSeek	20.1	$2.1	—	—
88	—	Qwen3 235B A22B 2507 (Reasoning)开源Alibaba	19.6	$2.6	57	2.8 秒
89	—	GLM-4.5 (Reasoning)开源Z AI	19.5	—	—	—
90	—	Kimi K2开源Kimi	19.4	$1.0	38	1.7 秒
91	—	Qwen3 Max (Preview)闭源Alibaba	19.2	$2.4	58	4.1 秒
92	—	Qwen3.5 Omni Flash闭源Alibaba	19.0	$0.28	247	1.9 秒
93	—	DeepSeek R1 (Jan '25)开源DeepSeek	18.5	$2.4	—	—
94	—	Seed-OSS-36B-Instruct开源ByteDance Seed	18.3	$0.30	32	3.0 秒
95	—	Qwen3 235B A22B 2507 Instruct开源Alibaba	18.2	$1.2	61	2.4 秒
96	—	Qwen3 Coder 480B A35B Instruct开源Alibaba	18.0	$3.0	54	3.2 秒
97	—	Qwen3 VL 32B (Reasoning)开源Alibaba	17.9	$2.6	89	2.6 秒
98	—	MiniMax M1 80k开源MiniMax	17.7	$0.96	—	—
99	—	LongCat Flash Lite开源LongCat	17.2	—	—	—
100	—	GLM-4.6V (Reasoning)开源Z AI	16.8	$0.45	71	4.0 秒
101	—	Qwen3 Next 80B A3B (Reasoning)开源Alibaba	16.7	$1.9	206	2.2 秒
102	—	GLM-4.5-Air开源Z AI	16.5	$0.37	85	2.6 秒
103	—	Ring-1T开源InclusionAI	16.2	—	—	—
104	—	Qwen3.5 4B (Non-reasoning)开源Alibaba	16.0	$0.060	28	0.8 秒
105	—	GLM-4.7-Flash (Non-reasoning)开源Z AI	15.5	$0.15	115	1.6 秒
106	—	DeepSeek V3 0324开源DeepSeek	15.4	$0.48	—	—
107	—	Qwen3 30B A3B 2507 (Reasoning)开源Alibaba	14.4	$0.75	143	2.3 秒
108	—	MiniMax M1 40k开源MiniMax	14.4	—	—	—
109	—	Qwen3 VL 235B A22B Instruct开源Alibaba	14.3	$1.2	52	2.6 秒
110	—	DeepSeek V3 (Dec '24)开源DeepSeek	14.2	$0.49	—	—
111	—	Ling 2.6 Flash开源InclusionAI	14.1	$0.15	166	1.1 秒
112	—	Qwen3 Next 80B A3B Instruct开源Alibaba	13.7	$0.88	179	2.2 秒
113	—	Qwen3 Coder 30B A3B Instruct开源Alibaba	13.6	$0.90	93	2.6 秒
114	—	Qwen3 235B A22B (Reasoning)开源Alibaba	13.4	$2.6	59	2.8 秒
115	—	QwQ 32B开源Alibaba	13.4	$0.75	31	2.1 秒
116	—	Qwen3 VL 30B A3B (Reasoning)开源Alibaba	13.3	$0.75	111	2.2 秒
117	—	Ling-1T开源InclusionAI	12.8	—	—	—
118	—	Qwen3 4B 2507 (Reasoning)开源Alibaba	12.0	—	—	—
119	—	Qwen3 32B (Reasoning)开源Alibaba	11.5	$2.6	94	2.5 秒
120	—	Qwen3 VL 32B Instruct开源Alibaba	11.1	$1.2	36	3.2 秒
121	—	DeepSeek R1 Distill Qwen 32B开源DeepSeek	11.0	—	—	—
122	—	GLM-4.6V (Non-reasoning)开源Z AI	11.0	$0.45	69	3.8 秒
123	—	Qwen3 235B A22B (Non-reasoning)开源Alibaba	10.9	$1.2	63	2.7 秒
124	—	Qwen3 VL 8B (Reasoning)开源Alibaba	10.6	$0.66	112	2.4 秒
125	—	Qwen3 14B (Reasoning)开源Alibaba	10.4	$1.3	58	2.8 秒
126	—	DeepSeek R1 0528 Qwen3 8B开源DeepSeek	10.4	—	—	—
127	—	Qwen2.5 Max闭源Alibaba	10.2	—	—	—
128	—	Qwen3 VL 30B A3B Instruct开源Alibaba	10.0	$0.35	111	2.2 秒
129	—	DeepSeek R1 Distill Llama 70B开源DeepSeek	9.9	$0.79	25	0.6 秒
130	—	DeepSeek R1 Distill Qwen 14B开源DeepSeek	9.8	—	—	—
131	—	Ling-flash-2.0开源InclusionAI	9.7	$0.25	68	2.2 秒
132	—	Qwen3 Omni 30B A3B (Reasoning)开源Alibaba	9.6	$0.43	99	1.9 秒
133	—	Qwen2.5 Instruct 72B开源Alibaba	9.6	$0.48	—	—
134	—	Step3 VL 10B开源StepFun	9.5	—	—	—
135	—	Qwen3 30B A3B (Reasoning)开源Alibaba	9.3	$0.75	106	2.2 秒
136	—	QwQ 32B-Preview开源Alibaba	9.2	—	—	—
137	—	GLM-4.5V (Reasoning)开源Z AI	9.1	$0.90	89	1.8 秒
138	—	Qwen3 30B A3B 2507 Instruct开源Alibaba	9.1	$0.35	143	1.9 秒
139	—	ERNIE 4.5 300B A47B开源Baidu	9.0	$0.49	—	—
140	—	Qwen3 32B (Non-reasoning)开源Alibaba	8.6	$1.2	92	2.4 秒
141	—	Kimi Linear 48B A3B Instruct开源Kimi	8.5	—	—	—
142	—	Qwen3 VL 8B Instruct开源Alibaba	8.4	$0.31	113	2.3 秒
143	—	Qwen3 4B (Reasoning)开源Alibaba	8.4	—	—	—
144	—	Qwen3 8B (Reasoning)开源Alibaba	8.3	$0.66	40	3.7 秒
145	—	Ring-flash-2.0开源InclusionAI	8.2	$0.25	—	—
146	—	Qwen3 VL 4B (Reasoning)开源Alibaba	7.9	—	—	—
147	▲ 1	Qwen2.5 Instruct 32B开源Alibaba	7.5	—	—	—
148	▲ 1	Qwen3 4B 2507 Instruct开源Alibaba	7.1	—	—	—
149	▲ 1	Qwen2.5 Coder Instruct 32B开源Alibaba	7.1	—	—	—
150	▲ 1	Qwen3 14B (Non-reasoning)开源Alibaba	7.0	$0.61	60	2.7 秒
151	▲ 1	GLM-4.5V (Non-reasoning)开源Z AI	7.0	$0.90	101	1.8 秒
152	▼ 5	Qwen3.5 2B (Reasoning)开源Alibaba	6.9	—	—	—
153	—	Qwen3 30B A3B (Non-reasoning)开源Alibaba	6.8	$0.35	105	2.4 秒
154	—	DeepSeek-V2.5 (Dec '24)开源DeepSeek	6.8	—	—	—
155	—	Qwen3 4B (Non-reasoning)开源Alibaba	6.8	—	—	—
156	—	DeepSeek-V2.5开源DeepSeek	6.6	—	—	—
157	—	DeepSeek R1 Distill Llama 8B开源DeepSeek	6.4	—	—	—
158	—	Qwen2.5 Turbo闭源Alibaba	6.3	$0.088	106	2.1 秒
159	—	Qwen2 Instruct 72B开源Alibaba	6.0	—	—	—
160	—	Qwen3.5 2B (Non-reasoning)开源Alibaba	5.6	—	—	—
161	—	Qwen3.5 0.8B (Reasoning)开源Alibaba	5.5	—	—	—
162	—	Qwen3 Omni 30B A3B Instruct开源Alibaba	5.1	$0.43	96	1.9 秒
163	—	Qwen3 8B (Non-reasoning)开源Alibaba	5.1	$0.31	42	3.8 秒
164	—	DeepSeek-Coder-V2开源DeepSeek	5.1	—	—	—
165	—	Qwen2.5 Coder Instruct 7B开源Alibaba	4.5	—	—	—
166	—	Qwen3 VL 4B Instruct开源Alibaba	4.1	—	—	—
167	—	Qwen1.5 Chat 110B开源Alibaba	4.1	—	—	—
168	—	Ling-mini-2.0开源InclusionAI	3.8	—	—	—
169	—	DeepSeek R1 Distill Qwen 1.5B开源DeepSeek	3.7	—	—	—
170	—	DeepSeek-V2-Chat开源DeepSeek	3.6	—	—	—
171	—	Qwen Chat 72B开源Alibaba	3.4	—	—	—
172	—	Qwen3.5 0.8B (Non-reasoning)开源Alibaba	3.3	—	—	—
173	—	DeepSeek Coder V2 Lite Instruct开源DeepSeek	3.1	—	—	—
174	—	DeepSeek LLM 67B Chat (V1)开源DeepSeek	3.0	—	—	—
175	—	Qwen3 1.7B (Reasoning)开源Alibaba	2.6	—	—	—
176	—	Qwen Chat 14B开源Alibaba	2.1	—	—	—
177	—	Qwen3 1.7B (Non-reasoning)开源Alibaba	1.5	—	—	—
178	—	Qwen3 0.6B (Reasoning)开源Alibaba	1.3	—	—	—
179	—	Qwen3 0.6B (Non-reasoning)开源Alibaba	1.0	—	—	—

其余 129 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