Model rankings

Rank	Change	Model	Intelligence	Price $/M	Speed tok/s	First token
1	—	GPT-5.5 (xhigh)ClosedOpenAI · 4 more variants	60.2	$11	66	118 s
2	—	Claude Opus 4.7 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant	57.3	$10	49	26 s
3	—	Gemini 3.1 Pro PreviewClosedGoogle	57.2	$4.5	122	25 s
4	—	GPT-5.4 (xhigh)ClosedOpenAI · 2 more variants	56.8	$5.6	88	215 s
5	▲ 1	GPT-5.3 Codex (xhigh)ClosedOpenAI	53.6	$4.8	72	94 s
6	New	Grok 4.3ClosedxAI	53.2	$1.6	203	13 s
7	—	Claude Opus 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 1 more variant	53.0	$10	46	23 s
8	—	Muse SparkClosedMeta	52.2	—	—	—
9	—	Qwen3.6 Max PreviewClosedAlibaba	51.8	$2.9	33	3.6 s
10	—	Claude Sonnet 4.6 (Adaptive Reasoning, Max Effort)ClosedAnthropic · 2 more variants	51.7	$6.0	60	117 s
11	—	GPT-5.2 (xhigh)ClosedOpenAI · 2 more variants	51.3	$4.8	68	159 s
12	—	Qwen3.6 PlusClosedAlibaba	50.0	$1.1	52	2.9 s
13	—	Claude Opus 4.5 (Reasoning)ClosedAnthropic · 1 more variant	49.7	$10	50	16 s
14	—	Grok 4.20 0309 v2 (Reasoning)ClosedxAI · 1 more variant	49.3	$3.0	93	26 s
15	—	MiMo-V2-ProClosedXiaomi	49.2	$1.5	62	3.4 s
16	—	GPT-5.2 Codex (xhigh)ClosedOpenAI	49.0	$4.8	112	44 s
17	—	GPT-5.4 mini (xhigh)ClosedOpenAI · 2 more variants	48.9	$1.7	164	8.8 s
18	—	Grok 4.20 0309 (Reasoning)ClosedxAI · 1 more variant	48.5	$3.0	93	19 s
19	—	Gemini 3 Pro Preview (high)ClosedGoogle · 1 more variant	48.4	$4.5	128	28 s
20	—	GPT-5.1 (high)ClosedOpenAI · 1 more variant	47.7	$3.4	120	39 s
21	—	GLM-5-TurboClosedZ AI	46.8	—	—	—
22	—	Gemini 3 Flash Preview (Reasoning)ClosedGoogle · 1 more variant	46.4	$1.1	165	7.7 s
23	—	MiMo-V2-Omni-0327ClosedXiaomi · 1 more variant	44.9	$0.000	119	2.2 s
24	—	GPT-5 (high)ClosedOpenAI · 4 more variants	44.6	$3.4	79	88 s
24	—	GPT-5 Codex (high)ClosedOpenAI	44.6	$3.4	176	7.4 s
26	—	GPT-5.4 nano (xhigh)ClosedOpenAI · 2 more variants	44.0	$0.46	160	5.0 s
27	—	GPT-5.1 Codex (high)ClosedOpenAI	43.1	$3.4	176	8.1 s
28	—	Claude 4.5 Sonnet (Reasoning)ClosedAnthropic · 1 more variant	43.0	$6.0	45	10 s
29	—	GLM 5V Turbo (Reasoning)ClosedZ AI	42.9	—	—	—
30	—	Claude 4.1 Opus (Reasoning)ClosedAnthropic · 1 more variant	42.0	$30	33	13 s
31	—	Grok 4ClosedxAI	41.5	$6.0	49	12 s
32	—	GPT-5 mini (high)ClosedOpenAI · 2 more variants	41.2	$0.69	72	118 s
33	—	o3-proClosedOpenAI	40.7	$35	27	105 s
34	—	Qwen3 Max ThinkingClosedAlibaba · 1 more variant	39.9	$2.4	40	3.7 s
35	—	Claude 4 Opus (Reasoning)ClosedAnthropic · 1 more variant	39.0	$30	33	11 s
36	—	Claude 4 Sonnet (Reasoning)ClosedAnthropic · 1 more variant	38.7	$6.0	47	12 s
37	—	GPT-5.1 Codex mini (high)ClosedOpenAI	38.6	$0.69	203	8.1 s
37	—	Qwen3.5 Omni PlusClosedAlibaba	38.6	$1.5	55	2.4 s
39	—	Grok 4.1 Fast (Reasoning)ClosedxAI · 1 more variant	38.6	$0.28	125	7.4 s
40	—	Step 3.5 Flash 2603ClosedStepFun	38.5	$0.000	142	1.2 s
41	—	o3ClosedOpenAI	38.4	$3.5	85	12 s
42	—	Claude 4.5 Haiku (Reasoning)ClosedAnthropic · 1 more variant	37.1	$2.0	107	11 s
43	—	Nova 2.0 Pro Preview (medium)ClosedAmazon · 2 more variants	35.7	$3.4	125	14 s
44	—	Grok 4 Fast (Reasoning)ClosedxAI · 1 more variant	35.1	$0.28	75	7.0 s
45	—	Claude 3.7 Sonnet (Reasoning)ClosedAnthropic · 1 more variant	34.7	$6.0	—	—
46	—	Gemini 2.5 ProClosedGoogle	34.6	$3.4	128	23 s
47	—	Nova 2.0 Lite (high)ClosedAmazon · 3 more variants	34.5	$0.85	188	15 s
48	—	Doubao Seed CodeClosedByteDance Seed	33.5	—	—	—
48	—	Gemini 3.1 Flash-Lite PreviewClosedGoogle	33.5	$0.56	349	5.5 s
50	—	o4-mini (high)ClosedOpenAI	33.1	$1.9	125	27 s
51	—	Mercury 2ClosedInception	32.8	$0.38	782	3.7 s
52	—	Grok 3 mini Reasoning (high)ClosedxAI	32.1	$0.35	200	0.6 s
53	—	Qwen3 MaxClosedAlibaba · 1 more variant	31.4	$2.4	32	3.2 s
54	—	Gemini 2.5 Flash Preview (Sep '25) (Reasoning)ClosedGoogle · 3 more variants	31.1	—	—	—
55	—	o1ClosedOpenAI · 1 more variant	30.8	$26	89	29 s
56	—	Gemini 2.5 Pro Preview (Mar' 25)ClosedGoogle · 1 more variant	30.3	—	—	—
57	—	ERNIE 5.0 Thinking PreviewClosedBaidu	29.1	—	—	—
58	—	Grok Code Fast 1ClosedxAI	28.7	$0.53	108	6.8 s
59	—	Nova 2.0 Omni (medium)ClosedAmazon · 2 more variants	28.0	$0.85	—	—
60	—	Magistral Medium 1.2ClosedMistral	27.1	$2.8	41	1.7 s
61	—	Gemini 2.5 Flash (Reasoning)ClosedGoogle · 1 more variant	27.0	$0.85	221	17 s
62	—	GPT-5 nano (high)ClosedOpenAI · 2 more variants	26.8	$0.14	148	96 s
63	—	GPT-4.1ClosedOpenAI	26.3	$3.5	108	1.3 s
64	—	Qwen3.5 Omni FlashClosedAlibaba	25.9	$0.28	215	2.0 s
64	—	Solar Pro 3ClosedUpstage	25.9	—	—	—
66	—	o3-miniClosedOpenAI · 1 more variant	25.9	$1.9	142	8.0 s
67	—	o1-proClosedOpenAI	25.8	$263	—	—
68	—	JT-MINIClosedChina Mobile	25.4	—	—	—
69	—	Grok 3ClosedxAI	25.2	$6.0	60	1.8 s
70	—	Sonar Reasoning ProClosedPerplexity	24.6	—	—	—
71	—	Mi:dm K 2.5 ProClosedKorea Telecom	23.1	—	—	—
72	—	GPT-4.1 miniClosedOpenAI	22.9	$0.70	66	0.9 s
73	—	Gemini 2.5 Flash-Lite Preview (Sep '25) (Reasoning)ClosedGoogle · 1 more variant	21.7	$0.18	—	—
74	—	Grok 3 Reasoning BetaClosedxAI	21.6	—	—	—
75	—	Mistral Medium 3.1ClosedMistral	21.3	$0.80	70	1.8 s
76	—	o1-miniClosedOpenAI	20.4	—	—	—
77	—	GPT-4.5 (Preview)ClosedOpenAI	20.0	—	—	—
78	—	Gemini 2.0 Flash Thinking Experimental (Jan '25)ClosedGoogle · 1 more variant	19.6	—	—	—
79	—	Motif-2-12.7B-ReasoningClosedMotif Technologies	19.1	—	—	—
80	—	Nova PremierClosedAmazon	19.0	$5.0	26	3.2 s
81	—	Solar Pro 2 (Preview) (Reasoning)ClosedUpstage · 3 more variants	18.8	—	—	—
82	—	Magistral Medium 1ClosedMistral	18.8	—	—	—
83	—	Mistral Medium 3ClosedMistral	18.8	$0.80	59	1.4 s
84	—	Claude 3.5 HaikuClosedAnthropic	18.7	$1.6	—	—
84	—	Devstral MediumClosedMistral	18.7	$0.80	83	1.4 s
86	—	GPT-4o (Aug '24)ClosedOpenAI · 4 more variants	18.6	$4.4	81	1.4 s
87	—	Gemini 2.0 Flash (Feb '25)ClosedGoogle · 1 more variant	18.5	$0.26	—	—
88	—	Gemini 2.0 Pro Experimental (Feb '25)ClosedGoogle	18.1	—	—	—
89	—	Claude 3 OpusClosedAnthropic	18.0	$30	—	—
90	—	Sonar ReasoningClosedPerplexity	17.9	—	—	—
91	—	Gemini 2.5 Flash-Lite (Reasoning)ClosedGoogle · 1 more variant	17.6	$0.18	233	14 s
92	—	Qwen2.5 MaxClosedAlibaba	16.3	$2.8	46	3.2 s
93	—	Gemini 1.5 Pro (Sep '24)ClosedGoogle · 1 more variant	16.0	—	—	—
94	—	Claude 3.5 Sonnet (Oct '24)ClosedAnthropic · 1 more variant	15.9	$6.0	—	—
95	—	SonarClosedPerplexity	15.5	—	—	—
96	—	Sonar ProClosedPerplexity	15.2	—	—	—
97	—	Gemini 2.0 Flash-Lite (Feb '25)ClosedGoogle · 1 more variant	14.7	—	—	—
98	—	Gemini 1.5 Flash (Sep '24)ClosedGoogle · 1 more variant	13.8	—	—	—
99	—	GPT-4 TurboClosedOpenAI	13.7	$15	28	2.9 s
100	—	Nova ProClosedAmazon	13.5	$1.4	—	—
101	—	Grok BetaClosedxAI	13.3	—	—	—
102	—	GPT-4.1 nanoClosedOpenAI	13.0	$0.18	139	0.7 s
103	—	GPT-4ClosedOpenAI	12.8	$38	—	—
104	—	Nova LiteClosedAmazon	12.7	$0.11	167	1.0 s
105	—	GPT-4o miniClosedOpenAI	12.6	$0.26	32	4.1 s
106	—	Claude 3 HaikuClosedAnthropic	12.3	$0.50	—	—
107	—	Mistral SabaClosedMistral	12.1	—	—	—
108	—	Qwen2.5 TurboClosedAlibaba	12.0	$0.088	74	2.4 s
109	—	Reka Flash (Sep '24)ClosedReka AI	12.0	$0.35	58	2.3 s
110	—	Gemini 1.5 Flash-8BClosedGoogle	11.1	—	—	—
111	—	Claude 3 SonnetClosedAnthropic	10.3	$6.0	—	—
112	—	Nova MicroClosedAmazon	10.3	$0.061	299	1.0 s
113	—	Gemini 1.0 UltraClosedGoogle	10.1	—	—	—
114	—	Mistral Large (Feb '24)ClosedMistral	9.9	$6.0	—	—
115	—	Claude 2.1ClosedAnthropic	9.3	—	—	—
116	—	Claude 2.0ClosedAnthropic	9.1	—	—	—
117	—	Mistral Small (Feb '24)ClosedMistral	9.0	$1.5	133	1.1 s
118	—	Mistral MediumClosedMistral	9.0	$4.1	68	1.7 s
119	—	GPT-3.5 TurboClosedOpenAI	9.0	$0.75	—	—
120	—	LFM 40BClosedLiquid AI	8.8	—	—	—
121	—	PALM-2ClosedGoogle	8.6	—	—	—
122	—	Gemini 1.0 ProClosedGoogle	8.5	—	—	—
123	—	Claude InstantClosedAnthropic	7.4	—	—	—

73 more models

Intelligence over time

Each maker's best model at the time on the Artificial Analysis Intelligence Index, by the month it was released.

Gained most · Anthropic +57.2Highest now · Anthropic 64.6Gap between highest and lowest 18.1 ptsTime range Nov 2025 – Nov 2026

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