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Claude by Anthropic

Mistral by Mistral AI

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1054

GPT-5.1 Codex Mini (High)

1057

GPT-5.1 Codex Mini (Medium)

1058

LongCat Flash Chat

1058

Seed 2.0 Lite (Medium)

1061

Gemini 2.5 Flash Lite Thinking

1061

OpenAI o1-pro

1061

DeepSeek V3.1 Terminus Thinking

1062

OpenAI o1

1063

Grok 4.20 Beta Non-reasoning

1066

gpt-oss-20b

1070

Kimi K2 0905 Turbo

1070

GPT-5 (Low)

1073

Kimi K2 Fast

1074

Kimi K2 0905

1075

GLM 4.5

Last updated about 1 month ago

Rank	Overall	Name	VIBE Score	Confidence Interval	Votes	Downvote %	Abort %	Speed	Latency	Context	Cost (Input)	Cost (Output)
161	119	GPT-5.1 Codex Mini (High)	1054	±15	2.2K	3.9%	5.9%	70 tps	4.6s	400K	$0.25	$2.00
162	119	GPT-5.1 Codex Mini (Medium)	1057	±15	1.9K	4.9%	4.6%	69 tps	4.1s	400K	$0.25	$2.00
163	119	LongCat Flash Chat	1058	±12	2.7K	5.9%	0.8%	85 tps	0.9s	131K	$0.14	$0.68
164	119	Seed 2.0 Lite (Medium)	1058	±20	525	3.7%	6.6%	33 tps	1.6s	256K	$0.25	$2.00
165	119	Gemini 2.5 Flash Lite Thinking	1061	±4	9.8K	6.2%	1.0%	118 tps	4.4s	1M	$0.03	$0.13
166	119	OpenAI o1-pro	1061	±20	680	7.5%	5.2%	33 tps	72.8s	200K	$150.00	$600.00
167	119	DeepSeek V3.1 Terminus Thinking	1061	±9	2.9K	9.4%	5.9%	27 tps	1.8s	131K	$0.56	$1.68
168	119	OpenAI o1	1062	±6	9.9K	3.3%	4.2%	92 tps	5.5s	200K	$15.00	$60.00
169	112	Grok 4.20 Beta Non-reasoning	1063	±36	500	4.8%	1.1%	151 tps	0.6s	2M	$2.00	$6.00
170	112	gpt-oss-20b	1066	±6	7.7K	7.1%	0.5%	216 tps	0.5s	131K	$0.06	$0.26
171	112	Kimi K2 0905 Turbo	1070	±6	7.5K	9.1%	0.7%	373 tps	0.5s	262K	$1.70	$6.50
172	112	GPT-5 (Low)	1070	±14	690	3.5%	1.8%	75 tps	8.2s	400K	$1.25	$10.00
173	112	Kimi K2 Fast	1073	±5	35K	6.4%	0.8%	365 tps	0.5s	131K	$1.00	$3.00
174	112	Kimi K2 0905	1074	±7	8.7K	4.3%	4.0%	30 tps	1.4s	262K	$0.63	$2.39
175	112	GLM 4.5	1075	±5	6K	7.0%	3.7%	46 tps	1.4s	131K	$0.43	$1.63
176	105	Qwen3 Max Thinking	1080	±18	1.5K	2.0%	13.5%	32 tps	2.3s	256K	$1.20	$6.00
177	105	Mistral Medium	1080	±4	9.6K	5.6%	1.8%	48 tps	0.6s	33K	$1.48	$4.55
178	105	Seed 1.8 251228	1081	±10	3.2K	3.1%	3.7%	41 tps	2.1s	256K	$0.25	$2.00
179	105	DeepSeek V3 (Turbo)	1082	±20	1.5K	5.1%	1.5%	32 tps	1.5s	64K	$0.40	$1.30
180	105	Qwen3 Omni 30B A3B Instruct	1085	±13	775	4.3%	3.9%	65 tps	1.2s	66K	$0.35	$0.97
181	105	GPT-4.1 nano	1085	±5	17K	5.0%	0.6%	175 tps	0.5s	1M	$0.10	$0.40
182	105	GPT-4.1 mini	1087	±5	19.7K	4.2%	1.1%	67 tps	0.9s	1M	$0.34	$1.60
183	98	DeepSeek V3.2 Exp Thinking	1089	±7	5.9K	3.5%	7.2%	26 tps	3.0s	131K	$0.28	$0.42
184	98	DeepSeek V3.1	1089	±12	2.3K	4.7%	0.8%	197 tps	0.4s	164K	$0.55	$1.60
185	98	OpenAI o3-pro	1090	±8	5.4K	4.3%	5.2%	22 tps	70.8s	200K	$20.00	$80.00
186	98	Qwen3 235B A22B	1093	±6	4.5K	8.0%	5.3%	71 tps	0.9s	41K	$0.23	$0.63
187	98	DeepSeek V3 0324 Turbo	1093	±5	15.5K	5.7%	6.3%	12 tps	2.4s	164K	$0.73	$1.79
188	98	Grok 3	1098	±4	19.1K	5.5%	1.5%	53 tps	0.6s	1M	$3.67	$18.33
189	98	Gemini 2.5 Flash	1098	±4	35.9K	3.2%	1.3%	2 tps	3.7s	1M	$0.30	$2.50
190	90	Qwen3 Coder 480B A35B Instruct	1099	±8	3.1K	4.5%	3.3%	61 tps	2.0s	262K	$0.71	$1.34
191	90	DeepSeek V3 0324	1100	±4	15.1K	4.3%	5.8%	12 tps	2.7s	164K	$0.38	$0.93
192	90	Step 3.5 Flash	1102	±24	810	3.6%	2.2%	109 tps	0.6s	256K	$0.05	$0.15
193	90	GPT-4o	1102	±5	8.5K	3.7%	1.0%	49 tps	2.4s	128K	$3.71	$12.57
194	90	Grok 3 Fast	1102	±14	2.5K	4.7%	1.7%	52 tps	2.4s	131K	$5.00	$25.00
195	90	Gemini 2.5 Flash Lite	1103	±5	21.3K	6.2%	1.3%	210 tps	0.7s	1M	$0.10	$0.40
196	90	Qwen Max	1107	±4	18.3K	4.2%	1.5%	49 tps	1.5s	33K	$1.60	$6.40
197	90	DeepSeek V3.2 Exp Chat	1107	±4	5.5K	6.1%	2.6%	29 tps	1.5s	131K	$0.27	$0.39
198	85	Qwen3 Omni 30B A3B Thinking	1110	±10	2.3K	6.0%	3.7%	67 tps	1.2s	66K	$0.97	$1.79
199	85	DeepSeek V3.1 Chat	1110	±7	4.9K	6.6%	2.8%	21 tps	1.6s	131K	$0.38	$1.00
200	85	GPT-5.2 Codex (Low)	1113	±19	1.2K	3.2%	4.5%	41 tps	5.0s	400K	$1.75	$14.00

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