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Claude by Anthropic

Mistral by Mistral AI

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1029

Gemini 2.0 Flash Lite

1026

Amazon Nova 2 Lite

1021

DeepSeek V3.1 Nex N1

1020

OpenAI o3

1018

Gemini 2.0 Flash

1009

Qwen3 VL 235B A22B Thinking

1007

Qwen3 Coder Plus

1001

Qwen 2.5 VL 32B Instruct

1000

Qwen3 235B A22B Thinking 2507

999

OpenAI o3-mini-high

999

OpenAI o3-mini

995

OpenAI o4-mini-high

995

Seed 1.6 250615

989

GPT-5 Nano

988

OpenAI o3-mini-low

Last updated about 1 month ago

Rank	Overall	Name	VIBE Score	Confidence Interval	Votes	Downvote %	Abort %	Speed	Latency	Context	Cost (Input)	Cost (Output)
121	135	Gemini 2.0 Flash Lite	1029	±5	14.7K	9.5%	<0.1%	42 tps	0.5s	1M	$0.08	$0.30
122	135	Amazon Nova 2 Lite	1026	±10	3.6K	6.0%	1.0%	137 tps	0.6s	300K	$0.35	$2.95
123	144	DeepSeek V3.1 Nex N1	1021	±19	565	5.0%	3.4%	24 tps	7.2s	131K	$0.14	$0.50
124	144	OpenAI o3	1020	±7	5.9K	4.0%	0.9%	85 tps	6.8s	128K	$7.33	$29.33
125	144	Gemini 2.0 Flash	1018	±7	8.2K	3.8%	<0.1%	76 tps	0.5s	1M	$0.14	$0.56
126	148	Qwen3 VL 235B A22B Thinking	1009	±6	4.6K	8.3%	4.3%	47 tps	3.0s	127K	$0.47	$3.31
127	148	Qwen3 Coder Plus	1007	±22	610	4.7%	5.1%	56 tps	2.3s	128K	$1.80	$9.80
128	148	Qwen 2.5 VL 32B Instruct	1001	±21	865	4.9%	6.3%	43 tps	3.2s	128K	$0.35	$0.62
129	148	Qwen3 235B A22B Thinking 2507	1000	±10	2.8K	4.4%	2.5%	53 tps	1.6s	131K	$0.59	$5.70
130	148	OpenAI o3-mini-high	999	±5	8.3K	4.1%	2.4%	231 tps	10.5s	200K	$1.10	$4.40
131	148	OpenAI o3-mini	999	±4	15K	5.5%	0.8%	143 tps	3.3s	200K	$1.10	$4.40
132	148	OpenAI o4-mini-high	995	±7	13.6K	6.2%	1.9%	117 tps	15.9s	200K	$1.10	$4.40
133	148	Seed 1.6 250615	995	±21	1.6K	6.0%	3.1%	46 tps	2.2s	256K	$0.25	$2.00
134	159	GPT-5 Nano	989	±6	4.6K	8.0%	3.2%	113 tps	20.9s	400K	$0.05	$0.40
135	159	OpenAI o3-mini-low	988	±6	12.2K	6.4%	0.7%	139 tps	1.5s	200K	$1.10	$4.40
136	159	Grok Code Fast 1	987	±9	2.5K	6.0%	5.9%	294 tps	0.5s	256K	$0.20	$1.50
137	159	GLM 4.6V	986	±8	3K	5.5%	6.4%	21 tps	1.8s	128K	$0.38	$0.90
138	159	Kimi K2 0711	981	±6	7K	4.5%	1.6%	29 tps	1.3s	131K	$0.72	$2.60
139	159	Seed 2.0 Mini (Medium)	981	±35	570	5.8%	11.9%	33 tps	1.7s	256K	$0.15	$0.60
140	167	DeepSeek V3.1 Thinking	976	±9	5.2K	9.5%	7.1%	18 tps	1.8s	131K	$0.23	$0.75
141	167	Nemotron 3 Nano	974	±46	580	6.5%	1.3%	216 tps	0.8s	256K	$0.05	$4.94
142	167	Mistral Small 3.2 24B	970	±13	4.6K	4.9%	2.8%	141 tps	0.7s	33K	$0.02	$0.08
143	167	Llama 4 Scout	965	±5	17.5K	5.3%	0.6%	88 tps	5.1s	131K	$0.18	$0.46
144	167	Devstral Medium	962	±11	3.5K	5.2%	1.5%	77 tps	0.6s	131K	$0.40	$2.00
145	167	Qwen 2.5 72B	960	±15	1.4K	4.5%	1.2%	96 tps	1.2s	131K	$0.14	$0.26
146	179	Qwen3 30B A3B Thinking 2507	953	±10	3.5K	4.7%	0.5%	124 tps	1.2s	131K	$0.16	$1.70
147	179	Switchpoint Router	949	±10	2.7K	3.6%	1.7%	71 tps	4.9s	131K	$0.85	$3.40
148	179	Qwen3 8B	948	±9	4.2K	8.2%	2.4%	61 tps	1.4s	41K	$0.02	$0.07
149	179	Ministral 14B 3.0	948	±16	805	8.5%	2.0%	119 tps	0.5s	128K	$0.20	$0.20
150	179	Grok 3 Mini Fast	943	±7	9K	7.0%	1.6%	44 tps	0.5s	131K	$0.60	$4.00
151	179	ERNIE 4.5 21B A3B	943	±28	540	6.9%	2.3%	78 tps	1.5s	120K	$0.05	$0.19
152	179	ERNIE 4.5 VL 424B A47B	942	±18	725	6.5%	4.9%	36 tps	3.5s	123K	$0.42	$1.25
153	179	NVIDIA Llama 3.3 Nemotron Super 49B v1.5	941	±19	1.4K	6.9%	2.0%	50 tps	0.6s	131K	$0.09	$0.33
154	189	Llama 3.3 70B	933	±10	3K	6.6%	0.3%	500 tps	0.5s	8K	$0.48	$0.66
155	189	Grok 3 Mini	927	±6	9.9K	6.4%	1.2%	43 tps	0.5s	131K	$0.30	$0.50
156	189	Jamba 1.6 Large	924	±9	3.3K	3.8%	2.0%	59 tps	1.2s	256K	$1.33	$5.33
157	189	Llama 3.3 Swallow 70B Instruct	919	±8	3.5K	5.5%	1.4%	153 tps	1.3s	131K	$0.13	$0.39
158	189	Jamba 1.7 Large	917	±16	975	8.0%	1.3%	58 tps	1.0s	256K	$1.33	$5.33
159	189	Devstral Small	916	±17	1.4K	5.0%	2.4%	180 tps	0.6s	131K	$0.10	$0.30
160	189	Rnj-1 Instruct	915	±21	970	6.7%	0.6%	103 tps	0.3s	33K	$0.15	$0.15

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