Leaderboards

Model rankings

A balanced intelligence index averages each model's per-category scores. Drill into a category for individual benchmarks, or sort by speed, price, and context. See what changed → How this is calculated → Embed this leaderboard →

Updated May 25, 2026 · Benchmarks via Artificial Analysis, specs & pricing via OpenRouter · Methodology · Report an error

Top intelligence

Sonar Reasoning Pro

95.7 index

Top reasoning

Claude Opus 4.7

94.2

Top coding

DeepSeek V3.2 Speciale

89.6

Top math

Grok-4 Heavy

100

Fastest

Llama 3.3 70B Instruct

2220 tok/s

Cheapest

Ling-2.6-flash

$0.01/M

Longest context

Llama 4 Scout

10M

Best open-weights

DeepSeek V3.2 Speciale

89.9 index

Price vs. intelligence

Intelligence index vs. input price — up and to the left is better value.

Speed vs. intelligence

Intelligence index vs. output speed — up and to the right is fast and smart.

Overview Reasoning Coding Math Agents Multimodal General Long Context

#	Model	Reason idx ↓	BIG-Bench Hard	ARC-AGI-2	DROP	GPQA Diamond	Context	Speed	In $/M
1	Claude Opus 4.7Anthropic	94.2	—	—	—	94.2	1M	49	$5.00
2	GPT-5.5OpenAI	93.5	—	—	—	93.5	1.1M	67	$5.00
3	Qwen3.7 MaxAlibaba	92.3	—	—	—	92.3	1M	203	$2.50
4	Gemini 3.5 FlashGoogle	92.2	—	—	—	92.2	1M	221	$1.50
5	GPT-5.4OpenAI	92	—	—	—	92	1.1M	84	$2.50
6	GPT-5.3-CodexOpenAI	91.5	—	—	—	91.5	400K	73	$1.75
7	Grok 4.20 0309 v2xAI	91.1	—	—	—	91.1	—	105	$2.00
8	Kimi K2.6Moonshot AI	91.1	—	—	—	91.1	262K	57	$0.73
9	Gemini 3 FlashGoogle	90.4	—	—	—	90.4	1M	191	$0.50
10	Grok 4.3xAI	90.1	—	—	—	90.1	1M	88	$1.25
11	DeepSeek-V4-ProDeepSeek	90.1	—	—	—	90.1	1M	30	$0.44
12	GPT-5.2-CodexOpenAI	89.9	—	—	—	89.9	400K	106	$1.75
13	DeepSeek-V4-FlashDeepSeek	89.4	—	—	—	89.4	1M	109	$0.10
14	Qwen3.5 397B A17BAlibaba	89.3	—	—	—	89.3	262K	53	$0.39
15	Qwen3.6 MaxAlibaba	88.8	—	—	—	88.8	262K	36	$1.04
16	Grok 4.20 0309xAI	88.5	—	—	—	88.5	—	97	$2.00
17	Grok-4 HeavyxAI	88.4	—	—	—	88.4	—	—	—
18	Muse SparkMeta	88.4	—	—	—	88.4	—	—	$0.00
19	GPT-5 ProOpenAI	88.4	—	—	—	88.4	400K	—	$15.00
20	Qwen3.6 PlusAlibaba	88.2	—	—	—	88.2	1M	52	$0.33
21	GPT-5.1OpenAI	88.1	—	—	—	88.1	400K	115	$1.25
22	Kimi K2.5Moonshot AI	87.9	—	—	—	87.9	262K	35	$0.40
23	GPT-5.4 miniOpenAI	87.5	—	—	—	87.5	400K	162	$0.75
24	MiniMax M2.7MiniMax	87.4	—	—	—	87.4	205K	50	$0.28
25	GPT-5OpenAI	87.3	—	—	—	87.3	400K	100	$1.25
26	DeepSeek V3.2 SpecialeDeepSeek	87.1	—	—	—	87.1	164K	—	$0.29
27	Claude Opus 4.5Anthropic	87	—	—	—	87	200K	58	$5.00
28	MiMo-V2-ProXiaomi	87	—	—	—	87	1M	60	$1.00
29	GLM 5.1Zhipu AI	86.8	—	—	—	86.8	203K	53	$0.98
30	Hy3Tencent	86.7	—	—	—	86.7	262K	100	$0.07
31	MiMo-V2.5-ProXiaomi	86.6	—	—	—	86.6	1M	58	$1.00
32	Gemini 2.5 Pro Preview 06-05Google	86.4	—	—	—	86.4	1M	85	$1.25
33	Qwen3 Max ThinkingAlibaba	86.1	—	—	—	86.1	262K	45	$0.78
34	GPT-5.1-CodexOpenAI	86	—	—	—	86	400K	188	$1.25
35	GLM-5Zhipu AI	86	—	—	—	86	203K	67	$0.60
36	GLM 4.7Zhipu AI	85.9	—	—	—	85.9	203K	98	$0.40
37	Qwen3.5-27BAlibaba	85.8	—	—	—	85.8	262K	91	$0.20
38	Qwen3.5-122B-A10BAlibaba	85.7	—	—	—	85.7	262K	129	$0.26
39	Gemma 4 31BGoogle	85.7	—	—	—	85.7	262K	36	$0.12
40	Ring-2.6-1TInclusionAI	85.7	—	—	—	85.7	262K	120	$0.08
41	Gemini 3.1 ProGoogle	85.7	—	77.1	—	94.3	1M	142	$2.00
42	Grok 4 FastxAI	85.7	—	—	—	85.7	2M	90	$0.20
43	MiMo-V2-Omni-0327Xiaomi	85.5	—	—	—	85.5	—	110	$0.40
44	KAT-Coder-Pro V2Kuaishou	85.5	—	—	—	85.5	256K	108	$0.30
45	Grok 4.1 FastxAI	85.3	—	—	—	85.3	—	—	$0.00
46	Nanbeige4.1-3BNanbeige	84.9	—	—	—	84.9	—	—	$0.00
47	MiMo-V2.5Xiaomi	84.9	—	—	—	84.9	1M	92	$0.40
48	MiniMax M2.5MiniMax	84.8	—	—	—	84.8	205K	87	$0.15
49	Claude 3.7 SonnetAnthropic	84.8	—	—	—	84.8	200K	101	$3.00
50	GLM 5 TurboZhipu AI	84.7	—	—	—	84.7	203K	—	$1.20
51	MiMo-V2-FlashXiaomi	84.6	—	—	—	84.6	262K	145	$0.10
52	Grok-3xAI	84.6	—	—	—	84.6	128K	100	$3.00
53	Kimi K2 ThinkingMoonshot AI	84.5	—	—	—	84.5	262K	100	$0.60
54	o3 ProOpenAI	84.5	—	—	—	84.5	200K	25	$20.00
55	Qwen3.5-35B-A3BAlibaba	84.5	—	—	—	84.5	262K	121	$0.14
56	DeepSeek-V2.5DeepSeek	84.3	84.3	—	—	—	8K	100	$0.14
57	Qwen3.6 27BAlibaba	84.2	—	—	—	84.2	262K	64	$0.30
58	Qwen3.6 35B A3BAlibaba	84.1	—	—	—	84.1	262K	169	$0.15
59	DeepSeek-V3.2DeepSeek	84	—	—	—	84	131K	—	$0.25
60	Grok-3 MinixAI	84	—	—	—	84	128K	100	$0.30
61	GPT-5 CodexOpenAI	83.7	—	—	—	83.7	400K	180	$1.25
62	Claude Sonnet 4.5Anthropic	83.4	—	—	—	83.4	1M	42	$3.00
63	Step 3.5 FlashStepFun	83.1	—	—	—	83.1	262K	194	$0.09
64	MiniMax M2.1MiniMax	83	—	—	—	83	205K	92	$0.29
65	JT-35B-FlashChina Mobile	82.9	—	—	—	82.9	—	—	$0.00
66	MiMo-V2-OmniXiaomi	82.8	—	—	—	82.8	262K	108	$0.40
67	Gemini 2.5 FlashGoogle	82.8	—	—	—	82.8	1M	85	$0.30
68	Qwen3.5 Omni PlusAlibaba	82.6	—	—	—	82.6	—	54	$0.40
69	Step 3.5 Flash 2603StepFun	82.6	—	—	—	82.6	—	197	$0.00
70	Claude 3.5 SonnetAnthropic	82.5	93.1	—	87.1	67.2	200K	101	$3.00
71	GPT-5 miniOpenAI	82.3	—	—	—	82.3	400K	200	$0.25
72	Gemini 3.1 Flash LiteGoogle	82.2	—	—	—	82.2	1M	342	$0.25
73	GPT-5.4 nanoOpenAI	81.7	—	—	—	81.7	400K	157	$0.20
74	o4-miniOpenAI	81.4	—	—	—	81.4	200K	115	$1.10
75	GPT-5.1-Codex-MiniOpenAI	81.3	—	—	—	81.3	400K	175	$0.25
76	Nova 2 LiteAmazon	81.1	—	—	—	81.1	1M	229	$0.30
77	Qwen3-235B-A22B-Thinking-2507Alibaba	81.1	—	—	—	81.1	256K	—	$0.30
78	ERNIE 4.5 300B A47BBaidu	81.1	—	—	—	81.1	131K	24	$0.28
79	GLM-4.6Zhipu AI	81	—	—	—	81	203K	85	$0.43
80	DeepSeek-R1-0528DeepSeek	81	—	—	—	81	131K	45	$0.55
81	GLM 5V TurboZhipu AI	80.9	—	—	—	80.9	203K	—	$1.20
82	gpt-oss-120bOpenAI	80.9	—	—	—	80.9	131K	500	$0.04
83	Claude Opus 4.1Anthropic	80.9	—	—	—	80.9	200K	120	$15.00
84	Qwen3.5-9BAlibaba	80.6	—	—	—	80.6	262K	51	$0.04
85	Claude Opus 4.6Anthropic	80.1	—	68.8	—	91.3	1M	48	$5.00
86	NVIDIA Nemotron 3 Super 120B A12BNVIDIA	80	—	—	—	80	—	211	$0.30
87	DeepSeek V3.2 ExpDeepSeek	79.9	—	—	—	79.9	164K	100	$0.27
88	EXAONE 4.5 33BLG AI Research	79.4	—	—	—	79.4	—	—	$0.00
89	Gemini 2.5 FlashGoogle	79.3	—	—	—	79.3	—	—	$0.00
90	DeepSeek V3.1 TerminusDeepSeek	79.2	—	—	—	79.2	164K	—	$0.27
91	Gemma 4 26B A4BGoogle	79.2	—	—	—	79.2	262K	66	$0.06
92	Grok 3 mini ReasoningxAI	79.1	—	—	—	79.1	—	33	$0.30
93	GLM-4.5Zhipu AI	79.1	—	—	—	79.1	131K	85	$0.60
94	Qwen3 235B A22B 2507Alibaba	79	—	—	—	79	—	59	$0.40
95	o1-proOpenAI	79	—	—	—	79	200K	—	$150.00
96	Nova 2.0 ProAmazon	78.5	—	—	—	78.5	—	149	$1.30
97	K-EXAONELG AI Research	78.3	—	—	—	78.3	—	—	$0.00
98	o1OpenAI	78	—	—	—	78	200K	66	$15.00
99	ERNIE 5.0 ThinkingBaidu	77.7	—	—	—	77.7	—	—	$0.00
100	MiniMax-M2MiniMax	77.7	—	—	—	77.7	205K	91	$0.26
101	Qwen3-235B-A22B-Instruct-2507Alibaba	77.5	—	—	—	77.5	131K	63	$0.15
102	Ring-1TInclusionAI	77.4	—	—	—	77.4	—	—	$0.00
103	Qwen3 VL 235B A22BAlibaba	77.2	—	—	—	77.2	—	34	$0.80
104	Qwen3 Next 80B A3B ThinkingAlibaba	77.2	—	—	—	77.2	262K	—	$0.10
105	o3-miniOpenAI	77.2	—	—	—	77.2	200K	115	$1.10
106	Qwen3.5 4BAlibaba	77.1	—	—	—	77.1	—	164	$0.00
107	Mercury 2Inception	77	—	—	—	77	128K	790	$0.25
108	Mistral Small 4Mistral AI	76.9	—	—	—	76.9	262K	145	$0.15
109	Cogito v2.1Deep Cogito	76.8	—	—	—	76.8	—	56	$1.30
110	Kimi K2Moonshot AI	76.6	—	—	—	76.6	131K	26	$0.57
111	KAT-Coder-Pro V1Kuaishou	76.4	—	—	—	76.4	—	108	$0.30
112	Qwen3 MaxAlibaba	76.4	—	—	—	76.4	262K	45	$0.78
113	Doubao Seed CodeByteDance	76.4	—	—	—	76.4	—	—	$0.00
114	INTELLECT-3Prime Intellect	76.1	—	—	—	76.1	131K	—	$0.20
115	Command ACohere	76.1	—	—	—	76.1	256K	203	$2.50
116	Llama 3.1 Nemotron Ultra 253B v1NVIDIA	76	—	—	—	76	—	42	$0.60
117	Nova 2.0 OmniAmazon	76	—	—	—	76	—	—	$0.30
118	Qwen3-Next-80B-A3BAlibaba	75.9	—	—	—	75.9	262K	147	$0.50
119	Nemotron Cascade 2 30B A3BNVIDIA	75.8	—	—	—	75.8	—	—	$0.00
120	Kimi K2 0905Moonshot AI	75.8	—	—	—	75.8	262K	16	$0.60
121	NVIDIA Nemotron 3 Nano 30B A3BNVIDIA	75.7	—	—	—	75.7	—	148	$0.10
122	Claude Sonnet 4Anthropic	75.4	—	—	—	75.4	1M	101	$3.00
123	DeepSeek-V3DeepSeek	75.4	—	—	91.6	59.1	131K	100	$0.23
124	Trinity Large ThinkingArcee AI	75.2	—	—	—	75.2	262K	129	$0.22
125	Ling-2.6-1TInclusionAI	75.2	—	—	—	75.2	262K	—	$0.08
126	Kimi K2 InstructMoonshot AI	75.1	—	—	—	75.1	131K	45	$0.57
127	Kimi K2-Instruct-0905Moonshot AI	75.1	—	—	—	75.1	—	—	—
128	GLM 4.5 AirZhipu AI	75	—	—	—	75	131K	63	$0.13
129	DeepSeek-V3.1DeepSeek	74.9	—	—	—	74.9	164K	—	$0.21
130	Llama Nemotron Super 49B v1.5NVIDIA	74.8	—	—	—	74.8	—	51	$0.10
131	Mistral Medium 3.5Mistral AI	74.8	—	—	—	74.8	262K	140	$1.50
132	Gemini 1.5 ProGoogle	74.4	89.2	—	74.9	59.1	2M	85	$1.25
133	Qwen3.5 Omni FlashAlibaba	74.2	—	—	—	74.2	—	235	$0.10
134	Gemini 2.0 Flash ThinkingGoogle	74.2	—	—	—	74.2	—	—	$0.00
135	EXAONE 4.0 32BLG AI Research	73.9	—	—	—	73.9	—	—	$0.00
136	Magistral Medium 1.2Mistral AI	73.9	—	—	—	73.9	—	42	$2.00
137	Sarvam 105BSarvam	73.8	—	—	—	73.8	—	128	$0.00
138	Qwen3 Coder NextAlibaba	73.7	—	—	—	73.7	262K	92	$0.11
139	Claude 3 OpusAnthropic	73.4	86.8	—	83.1	50.4	200K	120	$15.00
140	Apriel-v1.6-15B-ThinkerServiceNow	73.3	—	—	—	73.3	—	—	$0.00
141	Qwen3 VL 32BAlibaba	73.3	—	—	—	73.3	—	93	$0.70
142	DeepSeek R1 ZeroDeepSeek	73.3	—	—	—	73.3	—	—	—
143	o1-previewOpenAI	73.3	—	—	—	73.3	128K	66	$15.00
144	Nova ProAmazon	73.1	86.9	—	85.4	46.9	300K	100	$0.80
145	Claude Haiku 4.5Anthropic	73	—	—	—	73	200K	100	$1.00
146	Claude Sonnet 4.6Anthropic	72.9	—	58.3	—	87.5	1M	75	$3.00
147	Qwen3 Next 80B A3B InstructAlibaba	72.9	—	—	—	72.9	262K	161	$0.09
148	GPT-5.2OpenAI	72.7	—	52.9	—	92.4	400K	73	$1.75
149	Hermes 4 - Llama-3.1 405BNous Research	72.7	—	—	—	72.7	—	34	$1.00
150	Grok Code Fast 1xAI	72.7	—	—	—	72.7	—	—	$0.00
151	Seed-OSS-36B-InstructByteDance	72.6	—	—	—	72.6	—	37	$0.20
152	Qwen3 Omni 30B A3BAlibaba	72.6	—	—	—	72.6	—	102	$0.30
153	Ring-flash-2.0InclusionAI	72.5	—	—	—	72.5	—	—	$0.10
154	Solar Pro 3Upstage	72.4	—	—	—	72.4	128K	—	$0.15
155	Mi:dm K 2.5 ProKorea Telecom	72.2	—	—	—	72.2	—	—	$0.00
156	Qwen3 VL 30B A3BAlibaba	72	—	—	—	72	—	122	$0.20
157	Ling-1TInclusionAI	71.9	—	—	—	71.9	—	—	$0.00
158	GLM 4.6VZhipu AI	71.9	—	—	—	71.9	131K	44	$0.30
159	DeepSeek-R1DeepSeek	71.5	—	—	—	71.5	128K	189	$0.55
160	gpt-oss-20bOpenAI	71.5	—	—	—	71.5	131K	1000	$0.03
161	GPT-4.5OpenAI	71.4	—	—	—	71.4	128K	50	$75.00
162	Apriel-v1.5-15B-ThinkerServiceNow	71.3	—	—	—	71.3	—	—	$0.00
163	K2 Think V2MBZUAI Institute of Foundation Models	71.3	—	—	—	71.3	—	—	$0.00
164	GPT-5 nanoOpenAI	71.2	—	—	—	71.2	400K	500	$0.05
165	Qwen3 VL 235B A22B InstructAlibaba	71.2	—	—	—	71.2	262K	51	$0.20
166	Gemini 2.5 Flash-LiteGoogle	70.9	—	—	—	70.9	—	—	$0.10
167	Magistral MediumMistral AI	70.8	—	—	—	70.8	—	—	—
168	Qwen3 30B A3B 2507Alibaba	70.7	—	—	—	70.7	—	151	$0.30
169	GPT-4oOpenAI	70.1	—	—	—	70.1	128K	132	$2.50
170	Hermes 4 - Llama-3.1 70BNous Research	69.9	—	—	—	69.9	—	60	$0.10
171	Llama 4 MaverickMeta	69.8	—	—	—	69.8	1M	639	$0.15
172	MiniMax M1 80kMiniMax	69.7	—	—	—	69.7	—	—	$0.60
173	Motif-2-12.7B-ReasoningMotif Technologies	69.5	—	—	—	69.5	—	—	$0.00
174	Gemini 3 Deep ThinkGoogle	69.5	—	45.1	—	93.8	1M	—	$0.00
175	Qwen3 VL 30B A3B InstructAlibaba	69.5	—	—	—	69.5	262K	123	$0.13
176	Step3 VL 10BStepFun	69	—	—	—	69	—	—	$0.00
177	Phi 4 Reasoning PlusMicrosoft	68.9	—	—	—	68.9	—	—	—
178	Solar Pro 2Upstage	68.7	—	—	—	68.7	—	—	$0.00
179	GLM 4.5VZhipu AI	68.4	—	—	—	68.4	66K	85	$0.60
180	DeepSeek-V3 0324DeepSeek	68.4	—	—	—	68.4	164K	—	$0.28
181	Gemini 1.5 FlashGoogle	68.3	85.5	—	—	51	1M	150	$0.15
182	Qwen3 235B A22BAlibaba	68.2	88.9	—	—	47.5	131K	68	$0.46
183	MiniMax M1 40kMiniMax	68.2	—	—	—	68.2	—	—	$0.00
184	Magistral Small 2506Mistral AI	68.2	—	—	—	68.2	—	—	—
185	Nova LiteAmazon	68.2	82.4	—	80.2	42	300K	100	$0.06
186	K2-V2MBZUAI Institute of Foundation Models	68.1	—	—	—	68.1	—	—	$0.00
187	Mistral Large 3Mistral AI	68	—	—	—	68	262K	54	$0.50
188	Magistral Medium 1Mistral AI	67.9	—	—	—	67.9	—	—	$0.00
189	Llama 3.1 405B InstructMeta	67.8	—	—	84.8	50.7	128K	100	$0.89
190	JT-MINIChina Mobile	67.6	—	—	—	67.6	—	—	$0.00
191	Claude 3 SonnetAnthropic	67.4	82.9	—	78.9	40.4	200K	120	$3.00
192	Qwen3 VL 32B InstructAlibaba	67.1	—	—	—	67.1	262K	76	$0.10
193	Qwen2.5 32B InstructAlibaba	67	84.5	—	—	49.5	—	—	$0.00
194	GPT-4 TurboOpenAI	67	—	—	86	48	128K	100	$10.00
195	Qwen3 32BAlibaba	66.8	—	—	—	66.8	131K	328	$0.08
196	Qwen3 4B 2507Alibaba	66.7	—	—	—	66.7	—	—	$0.00
197	Llama-3.3 Nemotron Super 49B v1NVIDIA	66.7	—	—	—	66.7	—	—	$0.00
198	Magistral Small 1.2Mistral AI	66.3	—	—	—	66.3	—	106	$0.50
199	GPT-4.1OpenAI	66.3	—	—	—	66.3	1M	100	$2.00
200	Nova MicroAmazon	66.3	79.5	—	79.3	40	128K	100	$0.03
201	Falcon-H1R-7BTII UAE	66.1	—	—	—	66.1	—	—	$0.00
202	Qwen3 30B A3B 2507 InstructAlibaba	65.9	—	—	—	65.9	—	122	$0.20
203	Qwen3Alibaba	65.8	—	—	—	65.8	128K	—	—
204	Qwen3 30B A3BAlibaba	65.8	—	—	—	65.8	131K	122	$0.09
205	Phi 4 ReasoningMicrosoft	65.8	—	—	—	65.8	—	—	—
206	Phi 4Microsoft	65.8	—	—	75.5	56.1	16K	33	$0.07
207	Ling-flash-2.0InclusionAI	65.7	—	—	—	65.7	—	91	$0.10
208	Solar Open 100BUpstage	65.7	—	—	—	65.7	—	—	$0.00
209	DeepSeek R1 Distill Llama 70BDeepSeek	65.2	—	—	—	65.2	128K	37	$0.10
210	QwQ-32BAlibaba	65.2	—	—	—	65.2	—	31	$0.70
211	QwQ-32B-PreviewAlibaba	65.2	—	—	—	65.2	33K	99	$0.15
212	Gemma 3 27BGoogle	65	87.6	—	—	42.4	131K	33	$0.08
213	GPT-4.1 MiniOpenAI	65	—	—	—	65	1M	150	$0.40
214	Gemini 2.5 Flash LiteGoogle	64.6	—	—	—	64.6	1M	6	$0.10
215	Granite 3.3 8B InstructIBM	64.3	69.1	—	59.4	—	—	—	—
216	Magistral Small 1Mistral AI	64.1	—	—	—	64.1	—	—	$0.00
217	Nemotron Nano 9B V2NVIDIA	64	—	—	—	64	131K	—	$0.04
218	LongCat Flash LiteLongCat	63.6	—	—	—	63.6	—	110	$0.00
219	Sarvam 30BSarvam	63.3	—	—	—	63.3	—	214	$0.00
220	Gemma 3 12BGoogle	63.3	85.7	—	—	40.9	131K	33	$0.04
221	Qwen2 72B InstructAlibaba	62.4	82.4	—	—	42.4	—	—	$0.00
222	Claude 3.5 HaikuAnthropic	62.4	—	—	83.1	41.6	200K	104	$0.80
223	Sonar ReasoningPerplexity	62.3	—	—	—	62.3	—	—	$0.00
224	Gemini 2.0 ProGoogle	62.2	—	—	—	62.2	—	—	$0.00
225	DeepSeek R1 Distill Qwen 32BDeepSeek	62.1	—	—	—	62.1	128K	37	$0.12
226	Gemini 2.0 FlashGoogle	62.1	—	—	—	62.1	1M	183	$0.10
227	Qwen3 Omni 30B A3B InstructAlibaba	62	—	—	—	62	—	103	$0.30
228	Qwen2.5 14B InstructAlibaba	61.9	78.2	—	—	45.5	—	—	—
229	Qwen3 Coder 480B A35B InstructAlibaba	61.8	—	—	—	61.8	—	69	$0.30
230	Claude 3 HaikuAnthropic	61.8	73.7	—	78.4	33.3	200K	104	$0.25
231	Gemini 3 ProGoogle	61.5	—	31.1	—	91.9	1M	141	$2.00
232	HyperCLOVA X SEED ThinkNaver	61.5	—	—	—	61.5	—	—	$0.00
233	DeepSeek R1 0528 Qwen3 8BDeepSeek	61.2	—	—	—	61.2	—	—	$0.00
234	Olmo 3 32B ThinkAllen Institute for AI	61	—	—	—	61	66K	—	$0.15
235	Llama 3.1 70B InstructMeta	60.7	—	—	79.6	41.7	131K	1204	$0.40
236	Qwen3 14BAlibaba	60.4	—	—	—	60.4	132K	62	$0.10
237	Tri-21B-ThinkTrillion Labs	60.1	—	—	—	60.1	—	—	$0.00
238	o1-miniOpenAI	60	—	—	—	60	128K	115	$3.00
239	GPT-4o-miniOpenAI	60	—	—	79.7	40.2	128K	92	$0.15
240	Devstral 2Mistral AI	59.4	—	—	—	59.4	262K	51	$0.40
241	Ling-2.6-flashInclusionAI	59.3	—	—	—	59.3	262K	—	$0.01
242	Olmo 3.1 32B ThinkAllen Institute for AI	59.1	—	—	—	59.1	—	—	$0.00
243	DeepSeek R1 Distill Qwen 14BDeepSeek	59.1	—	—	—	59.1	—	—	$0.00
244	Qwen3 8BAlibaba	58.9	—	—	—	58.9	131K	69	$0.05
245	Mistral Medium 3.1Mistral AI	58.8	—	—	—	58.8	131K	47	$0.40
246	Qwen2.5 MaxAlibaba	58.7	—	—	—	58.7	—	50	$1.60
247	GPT-4OpenAI	58.3	—	—	80.9	35.7	8K	104	$30.00
248	GLM 4.7 FlashZhipu AI	58.1	—	—	—	58.1	203K	113	$0.06
249	Phi-3.5-MoE-instructMicrosoft	58	79.1	—	—	36.8	—	—	—
250	Qwen3 VL 8BAlibaba	57.9	—	—	—	57.9	—	120	$0.20
251	Sonar ProPerplexity	57.8	—	—	—	57.8	200K	—	$3.00
252	Mistral Medium 3Mistral AI	57.8	—	—	—	57.8	131K	32	$0.40
253	Gemma 4 E4BGoogle	57.6	—	—	—	57.6	—	—	$0.00
254	NVIDIA Nemotron Nano 12B v2 VLNVIDIA	57.2	—	—	—	57.2	—	244	$0.20
255	Llama 4 ScoutMeta	57.2	—	—	—	57.2	10M	776	$0.08
256	Ministral 3 14BMistral AI	57.2	—	—	—	57.2	262K	67	$0.20
257	NVIDIA Nemotron Nano 9B V2NVIDIA	57	—	—	—	57	—	129	$0.00
258	Gemma 3n E4BGoogle	56.9	52.9	—	60.8	—	—	—	—
259	Nova PremierAmazon	56.9	—	—	—	56.9	—	40	$2.50
260	Ling-mini-2.0InclusionAI	56.2	—	—	—	56.2	—	—	$0.00
261	Grok-2xAI	56	—	—	—	56	128K	85	$2.00
262	Llama 3.1 Nemotron Nano 8B V1NVIDIA	54.1	—	—	—	54.1	—	—	—
263	Olmo 3.1 32B InstructAllen Institute for AI	53.9	—	—	—	53.9	—	—	$0.00
264	Devstral Small 2Mistral AI	53.2	—	—	—	53.2	—	62	$0.00
265	Reka Flash 3Reka AI	52.9	—	—	—	52.9	66K	93	$0.10
266	Granite 3.3 8B BaseIBM	52.6	69.1	—	36.1	—	—	—	—
267	Qwen3 4BAlibaba	52.2	—	—	—	52.2	—	103	$0.10
268	Phi 4 Mini ReasoningMicrosoft	52	—	—	—	52	—	—	—
269	Grok 4xAI	51.7	—	15.9	—	87.5	256K	100	$3.00
270	Qwen3 4B 2507 InstructAlibaba	51.7	—	—	—	51.7	—	—	$0.00
271	Olmo 3 7B ThinkAllen Institute for AI	51.6	—	—	—	51.6	—	—	$0.00
272	Llama 3.1 Tulu3 405BAllen Institute for AI	51.6	—	—	—	51.6	—	—	$0.00
273	Qwen3 Coder 30B A3B InstructAlibaba	51.6	—	—	—	51.6	160K	97	$0.07
274	Gemini 2.0 Flash LiteGoogle	51.5	—	—	—	51.5	1M	85	$0.08
275	Exaone 4.0 1.2BLG AI Research	51.5	—	—	—	51.5	—	—	$0.00
276	Gemma 3 4BGoogle	51.5	72.2	—	—	30.8	131K	33	$0.04
277	NVIDIA Nemotron 3 Nano 4BNVIDIA	51.3	—	—	—	51.3	—	—	$0.00
278	Grok-2 minixAI	51	—	—	—	51	—	—	—
279	IBM Granite 4.0 Tiny PreviewIBM	51	55.7	—	46.2	—	—	—	—
280	Pixtral LargeMistral AI	50.5	—	—	—	50.5	131K	0	$2.00
281	Mistral Small 3.2Mistral AI	50.5	—	—	—	50.5	—	100	$0.10
282	Llama 3.3 70B InstructMeta	50.5	—	—	—	50.5	131K	2220	$0.10
283	GPT-3.5 TurboOpenAI	50.5	—	—	70.2	30.8	16K	100	$0.50
284	GPT-4.1 NanoOpenAI	50.3	—	—	—	50.3	1M	200	$0.10
285	Phi-3.5-mini-instructMicrosoft	49.7	69	—	—	30.4	128K	23	$0.10
286	Qwen3 VL 4BAlibaba	49.4	—	—	—	49.4	—	—	$0.00
287	Devstral MediumMistral AI	49.2	—	—	—	49.2	131K	72	$0.40
288	DeepSeek R1 Distill Qwen 7BDeepSeek	49.1	—	—	—	49.1	—	—	—
289	Gemma 3n E2BGoogle	49.1	44.3	—	53.9	—	—	—	—
290	Qwen2.5 72B InstructAlibaba	49	—	—	—	49	131K	100	$0.36
291	DeepSeek R1 Distill Llama 8BDeepSeek	49	—	—	—	49	—	—	$0.00
292	Mistral Large 2Mistral AI	48.6	—	—	—	48.6	128K	42	$2.00
293	Kimi K2 BaseMoonshot AI	48.1	—	—	—	48.1	—	—	—
294	Granite 4.1 30BIBM	48.1	—	—	—	48.1	—	—	$0.00
295	Phi 4 MiniMicrosoft	47.8	70.4	—	—	25.2	—	—	—
296	LFM2-24B-A2BLiquid AI	47.4	—	—	—	47.4	128K	208	$0.03
297	o3OpenAI	47.1	—	6.5	—	87.7	200K	50	$2.00
298	SonarPerplexity	47.1	—	—	—	47.1	127K	—	$1.00
299	GrokxAI	47.1	—	—	—	47.1	—	—	$0.00
300	Ministral 3 8BMistral AI	47.1	—	—	—	47.1	262K	86	$0.15
301	Nemotron 3 Nano Omni 30B A3B ReasoningNVIDIA	46.9	—	—	—	46.9	—	301	$0.10
302	Llama 3.2 90B InstructMeta	46.7	—	—	—	46.7	128K	100	$0.35
303	Llama 3.1 Nemotron 70B InstructNVIDIA	46.5	—	—	—	46.5	—	292	$1.20
304	Mistral Small 3Mistral AI	46.2	—	—	—	46.2	33K	136	$0.05
305	Mistral Small 3.2 24B InstructMistral AI	46.1	—	—	—	46.1	—	—	—
306	Qwen2.5 VL 32B InstructAlibaba	46	—	—	—	46	—	—	—
307	Mistral Small 3.1 24B InstructMistral AI	46	—	—	—	46	—	—	—
308	Gemma 3n E4B Instructed LiteRT PreviewGoogle	45.8	52.9	—	60.8	23.7	—	—	—
309	Qwen3.5 2BAlibaba	45.6	—	—	—	45.6	—	328	$0.00
310	Mistral Small 3.1Mistral AI	45.4	—	—	—	45.4	—	134	$0.10
311	Mistral Small 3 24B InstructMistral AI	45.3	—	—	—	45.3	32K	134	$0.10
312	Llama 3.1 8B InstructMeta	45	—	—	59.5	30.4	131K	2047	$0.02
313	Gemini 2.5 ProGoogle	44.5	—	4.9	—	84	1M	85	$1.25
314	Claude Opus 4Anthropic	44.1	—	8.6	—	79.6	200K	120	$15.00
315	Devstral SmallMistral AI	43.4	—	—	—	43.4	—	190	$0.10
316	Gemma 4 E2BGoogle	43.3	—	—	—	43.3	—	—	$0.00
317	Granite 4.1 8BIBM	43.3	—	—	—	43.3	131K	133	$0.05
318	Gemma 3 27B InstructGoogle	42.8	—	—	—	42.8	—	—	$0.10
319	Qwen3 VL 8B InstructAlibaba	42.7	—	—	—	42.7	256K	145	$0.08
320	Molmo2-8BAllen Institute for AI	42.5	—	—	—	42.5	—	—	$0.00
321	Mistral SabaMistral AI	42.4	—	—	—	42.4	—	—	$0.00
322	Qwen2.5 Coder 32B InstructAlibaba	41.7	—	—	—	41.7	128K	110	$0.66
323	Sarvam MSarvam	41.6	—	—	—	41.6	—	136	$0.00
324	Granite 4.0 H SmallIBM	41.6	—	—	—	41.6	—	524	$0.10
325	Kimi Linear 48B A3B InstructMoonshot AI	41.2	—	—	—	41.2	—	—	$0.00
326	Qwen2.5 TurboAlibaba	41	—	—	—	41	—	67	$0.10
327	Gemma 3n E2B Instructed LiteRT (Preview)Google	41	44.3	—	53.9	24.8	—	—	—
328	Llama 3.1 Nemotron Nano 4B v1.1NVIDIA	40.8	—	—	—	40.8	—	—	$0.00
329	Gemini DiffusionGoogle	40.4	—	—	—	40.4	—	—	—
330	Hermes 3 - Llama-3.1 70BNous Research	40.1	—	—	—	40.1	—	32	$0.30
331	Olmo 3 7B InstructAllen Institute for AI	40	—	—	—	40	—	—	$0.10
332	Jamba Large 1.7AI21 Labs	39	—	—	—	39	256K	48	$2.00
333	Jamba 1.6 LargeAI21 Labs	38.7	—	—	—	38.7	—	52	$2.00
334	Gemini 1.5 Flash 8BGoogle	38.4	—	—	—	38.4	1M	150	$0.07
335	DeepHermes 3 - Mistral 24BNous Research	38.2	—	—	—	38.2	—	—	$0.00
336	Mistral SmallMistral AI	38.1	—	—	—	38.1	—	134	$0.20
337	Llama 3 70B InstructMeta	37.9	—	—	—	37.9	8K	45	$0.51
338	Mistral Small 3.1 24B BaseMistral AI	37.5	—	—	—	37.5	128K	137	$0.10
339	Qwen3 VL 4B InstructAlibaba	37.1	—	—	—	37.1	—	—	$0.00
340	Jamba 1.5 LargeAI21 Labs	36.9	—	—	—	36.9	256K	100	$2.00
341	Qwen2.5 7B InstructAlibaba	36.4	—	—	—	36.4	131K	138	$0.04
342	Grok-1.5xAI	35.9	—	—	—	35.9	—	—	—
343	Ministral 3 3BMistral AI	35.8	—	—	—	35.8	131K	154	$0.10
344	Qwen3 1.7BAlibaba	35.6	—	—	—	35.6	—	138	$0.10
345	Mistral LargeMistral AI	35.1	—	—	—	35.1	128K	—	$2.00
346	Gemma 3 12B InstructGoogle	34.9	—	—	—	34.9	—	—	$0.10
347	Mistral MediumMistral AI	34.9	—	—	—	34.9	—	45	$2.80
348	Mistral Small 3 24B BaseMistral AI	34.4	—	—	—	34.4	—	—	—
349	Claude 2Anthropic	34.4	—	—	—	34.4	100K	—	$0.00
350	LFM2 8B A1BLiquid AI	34.4	—	—	—	34.4	—	—	$0.00
351	Qwen2.5-Coder 7B InstructAlibaba	33.9	—	—	—	33.9	—	—	$0.00
352	LFM2.5-1.2B-ThinkingLiquid AI	33.9	—	—	—	33.9	—	—	$0.00
353	DeepSeek R1 Distill Qwen 1.5BDeepSeek	33.8	—	—	—	33.8	—	—	$0.00
354	Granite 3.3 8BIBM	33.8	—	—	—	33.8	—	376	$0.00
355	Granite 4.0 MicroIBM	33.6	—	—	—	33.6	131K	—	$0.02
356	Jamba Reasoning 3BAI21 Labs	33.3	—	—	—	33.3	—	—	$0.00
357	Mixtral 8x22B InstructMistral AI	33.2	—	—	—	33.2	66K	—	$2.00
358	Phi 4 Mini InstructMicrosoft	33.1	—	—	—	33.1	131K	—	$0.08
359	DBRX InstructDatabricks	33.1	—	—	—	33.1	—	—	$0.00
360	Claude InstantAnthropic	33	—	—	—	33	—	—	$0.00
361	Llama 3.2 11B InstructMeta	32.8	—	—	—	32.8	128K	168	$0.05
362	Llama 3.2 3B InstructMeta	32.8	—	—	—	32.8	131K	172	$0.05
363	OLMo 2 32BAllen Institute for AI	32.8	—	—	—	32.8	—	—	$0.00
364	LFM 40BLiquid AI	32.7	—	—	—	32.7	—	—	$0.00
365	Llama 2 Chat 70BMeta	32.7	—	—	—	32.7	—	—	$0.00
366	LFM2.5-1.2B-InstructLiquid AI	32.6	—	—	—	32.6	—	—	$0.00
367	Jamba 1.5 MiniAI21 Labs	32.3	—	—	—	32.3	256K	100	$0.20
368	Command R+Cohere	32.3	—	—	—	32.3	128K	100	$0.15
369	Jamba 1.7 MiniAI21 Labs	32.2	—	—	—	32.2	—	—	$0.00
370	Llama 2 Chat 13BMeta	32.1	—	—	—	32.1	—	—	$0.00
371	Claude 2.1Anthropic	31.9	—	—	—	31.9	—	—	$0.00
372	DeepSeek Coder V2 Lite InstructDeepSeek	31.9	—	—	—	31.9	—	—	$0.00
373	Phi-3 Mini Instruct 3.8BMicrosoft	31.9	—	—	—	31.9	—	—	$0.00
374	Phi-4-multimodal-instructMicrosoft	31.5	—	—	—	31.5	128K	25	$0.05
375	Granite 4.1 3BIBM	31.4	—	—	—	31.4	—	—	$0.00
376	Qwen2.5-Omni-7BAlibaba	30.8	—	—	—	30.8	—	—	—
377	LFM2 2.6BLiquid AI	30.6	—	—	—	30.6	—	—	$0.00
378	Tiny Aya GlobalCohere	30.5	—	—	—	30.5	—	126	$0.00
379	MiniCPM-V 4.6 1.3BOpenBMB	30.5	—	—	—	30.5	—	—	$0.00
380	Jamba 1.6 MiniAI21 Labs	30	—	—	—	30	—	183	$0.20
381	Gemma 3n E4B InstructGoogle	29.6	—	—	—	29.6	—	56	$0.00
382	Llama 3 8B InstructMeta	29.6	—	—	—	29.6	8K	81	$0.04
383	Mixtral 8x7B InstructMistral AI	29.2	—	—	—	29.2	—	—	$0.50
384	Gemma 3 1BGoogle	29.2	39.1	—	—	19.2	—	—	—
385	Gemma 3 4B InstructGoogle	29.1	—	—	—	29.1	—	—	$0.00
386	Qwen1.5 Chat 110BAlibaba	28.9	—	—	—	28.9	—	—	$0.00
387	LFM2.5-VL-1.6BLiquid AI	28.9	—	—	—	28.9	—	—	$0.00
388	OLMo 2 7BAllen Institute for AI	28.8	—	—	—	28.8	—	—	$0.00
389	Granite 4.0 1BIBM	28.1	—	—	—	28.1	—	—	$0.00
390	Gemini 1.0 ProGoogle	27.9	—	—	—	27.9	33K	120	$0.50
391	Apertus 70B InstructSwiss AI Initiative	27.2	—	—	—	27.2	—	—	$0.80
392	DeepHermes 3 - Llama-3.1 8BNous Research	27	—	—	—	27	—	—	$0.00
393	MiniCPM5-1BOpenBMB	26.9	—	—	—	26.9	—	—	$0.00
394	Granite 4.0 H 1BIBM	26.3	—	—	—	26.3	—	—	$0.00
395	Granite 4.0 350MIBM	26.1	—	—	—	26.1	—	—	$0.00
396	Granite 4.0 H 350MIBM	25.7	—	—	—	25.7	—	—	$0.00
397	Apertus 8B InstructSwiss AI Initiative	25.6	—	—	—	25.6	—	—	$0.10
398	Qwen2 7B InstructAlibaba	25.3	—	—	—	25.3	—	—	—
399	Gemma 3n E2B InstructedGoogle	24.8	—	—	—	24.8	—	—	—
400	Molmo 7B-DAllen Institute for AI	24	—	—	—	24	—	—	$0.00
401	Qwen3 0.6BAlibaba	23.9	—	—	—	23.9	—	225	$0.10
402	Gemma 3n E4B InstructedGoogle	23.7	—	—	—	23.7	32K	42	$20.00
403	Gemma 3 1B InstructGoogle	23.7	—	—	—	23.7	—	—	$0.00
404	Qwen3.5 0.8BAlibaba	23.6	—	—	—	23.6	—	120	$0.00
405	OpenChat 3.5OpenChat	23	—	—	—	23	—	—	$0.00
406	Gemma 3n E2B InstructGoogle	22.9	—	—	—	22.9	—	—	$0.00
407	LFM2 1.2BLiquid AI	22.8	—	—	—	22.8	—	—	$0.00
408	Llama 2 Chat 7BMeta	22.7	—	—	—	22.7	—	113	$0.10
409	Gemma 3 270MGoogle	22.4	—	—	—	22.4	—	—	$0.00
410	Llama 3.2 1B InstructMeta	19.6	—	—	—	19.6	131K	91	$0.03
411	Mistral 7B InstructMistral AI	17.7	—	—	—	17.7	—	90	$0.20

411 models ranked on Reasoning. The intelligence index is a balanced mean of per-category scores; category columns average the benchmarks within each. Scores are curated approximations — see each model for sources. Click any column to sort.