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Performance Score Distribution (Top 20)

Click a model name to view its detail page.

	Score
Claude Opus 4.6 (Reasoning)	100%
Qwen3.6 Max Preview	100%
Gemini 3.1 Pro (Preview)	100%
Z.AI GLM 5.1	100%
Z.AI GLM 5 Turbo	100%
Claude Sonnet 4.6 (Reasoning)	100%
Grok 4.3 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
Claude Opus 4.7 (Reasoning)	100%
GPT-5.5 (Reasoning)	100%
GPT-5 Mini	100%
GPT-5.5 (Reasoning, Low)	100%
GPT-5.1	100%
Claude Opus 4.6	100%
MoonshotAI: Kimi K2.6	100%
GPT-5	100%
Qwen 3.5 397B A17B	100%
Gemma 4 31B (Reasoning)	100%
Qwen 3.5 122B	100%
Qwen 3.5 Plus (2026-04-20)	100%

	Score	Cost	Time
Stealth: Aurora Alpha	100%	—	3.9s
Arcee AI: Trinity Mini	100%	$0.0001	880ms
Ministral 3B	100%	$0.0001	2.1s
Inception Mercury	100%	$0.0003	845ms
Gemini 2.5 Flash Lite	100%	$0.0002	688ms
Nemotron 3 Super	100%	$0.0000	3.6s
Ministral 8B	100%	$0.0002	988ms
Ministral 3 3B	100%	$0.0002	1.0s
Gemma 3 4B	100%	$0.0001	2.2s
Arcee AI: Trinity Large (Preview)	100%	$0.0000	5.5s
GPT-4.1 Nano	100%	$0.0001	2.3s
LFM2 24B	100%	$0.0001	2.7s
Inception Mercury 2	100%	$0.0004	820ms
DeepSeek V4 Flash	100%	$0.0001	3.7s
Mistral Small Creative	100%	$0.0002	1.4s
Ministral 3 8B	100%	$0.0003	1.3s
Llama 3.1 8B	100%	$0.0003	709ms
Stealth: Healer Alpha	100%	$0.0000	3.9s
Mistral NeMO	100%	$0.0003	1.8s
Mistral Small 3.2 24B	100%	$0.0002	2.5s

	Score	Cost	Speed	Stability
Arcee AI: Trinity Mini	100%	$0.0001	880ms	100%
Gemini 2.5 Flash Lite	100%	$0.0002	688ms	100%
Ministral 8B	100%	$0.0002	988ms	100%
Inception Mercury	100%	$0.0003	845ms	100%
Llama 3.1 8B	100%	$0.0003	709ms	100%
Ministral 3 3B	100%	$0.0002	1.0s	100%
Inception Mercury 2	100%	$0.0004	820ms	100%
Ministral 3 8B	100%	$0.0003	1.3s	100%
Mistral Small Creative	100%	$0.0002	1.4s	100%
Ministral 3B	100%	$0.0001	2.1s	100%
Mistral NeMO	100%	$0.0003	1.8s	100%
Gemma 3 4B	100%	$0.0001	2.2s	100%
Gemini 2.5 Flash	100%	$0.0006	1.3s	100%
GPT-5.4 Nano	100%	$0.0005	1.5s	100%
GPT-4.1 Nano	100%	$0.0001	2.3s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0005	1.5s	100%
Gemini 3.1 Flash Lite	100%	$0.0006	1.3s	100%
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0005	1.6s	100%
Mistral Small 4	100%	$0.0003	2.0s	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0006	1.4s	100%

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Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)

Rank	Model	Avg. Cost	Avg. Time	Stability	# 1	# 2	# 3	# 4	# 5	# 6	# 7	# 8	# 9	# 10	Total
125	Claude Opus 4.6 (Reasoning)	$0.015	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
143	Qwen3.6 Max Preview	$0.012	42.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
128	Gemini 3.1 Pro (Preview)	$0.014	12.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
134	Z.AI GLM 5.1	$0.0059	35.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	Z.AI GLM 5 Turbo	$0.0033	9.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Claude Sonnet 4.6 (Reasoning)	$0.0087	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Grok 4.3 (Reasoning)	$0.0032	9.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	GPT-5.4 (Reasoning)	$0.0051	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
136	Claude Opus 4.7 (Reasoning)	$0.020	5.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
114	GPT-5.5 (Reasoning)	$0.012	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	GPT-5 Mini	$0.0013	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
117	GPT-5.5 (Reasoning, Low)	$0.012	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	GPT-5.1	$0.0030	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
123	Claude Opus 4.6	$0.014	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
118	MoonshotAI: Kimi K2.6	$0.0043	21.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	GPT-5	$0.0058	10.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
141	Qwen 3.5 397B A17B	$0.0071	48.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	Gemma 4 31B (Reasoning)	$0.0004	20.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	Qwen 3.5 122B	$0.0054	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
121	Qwen 3.5 Plus (2026-04-20)	$0.0040	25.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	Gemma 4 26B (Reasoning)	$0.0004	14.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	Grok 4.20 (Beta, Reasoning)	$0.0036	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	GPT-5.4 (Reasoning, Low)	$0.0042	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Grok 4.20 (Reasoning)	$0.0028	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
132	Z.AI GLM 5	$0.0047	35.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	Claude Sonnet 4.6	$0.0081	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	MoonshotAI: Kimi K2.5	$0.0023	14.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
119	Qwen 3.5 27B	$0.0051	21.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
124	ByteDance Seed 1.6	$0.0030	31.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Qwen 3.6 Flash	$0.0023	7.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	GPT-5.4 Mini (Reasoning)	$0.0010	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Gemini 3 Flash (Preview, Reasoning)	$0.0031	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	o4 Mini High	$0.0048	11.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	GPT-5.2	$0.0036	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
129	DeepSeek V4 Pro (Reasoning)	$0.0020	37.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
135	Claude Opus 4.7	$0.021	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
122	Qwen 3.6 27B	$0.0055	23.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
120	Claude Opus 4.5	$0.013	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Grok 4.1 Fast	$0.0004	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Aion 2.0	$0.0019	11.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
127	Z.AI GLM 4.6	$0.0026	35.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	MiniMax M2.7	$0.0011	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
116	GPT-5.5	$0.012	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Qwen 3.6 35B	$0.0015	10.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	DeepSeek V4 Flash (Reasoning)	$0.0001	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
133	Gemini 3 Pro (Preview)	$0.016	13.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Claude Sonnet 4	$0.0082	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	MiniMax M2.5	$0.0006	9.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
138	Z.AI GLM 4.7	$0.0025	50.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	GPT-4.1	$0.0028	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Gemini 2.5 Pro	$0.0085	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	o4 Mini	$0.0023	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
115	Grok 4	$0.0089	11.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	Claude Sonnet 4.5	$0.0079	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	Qwen 3.5 35B	$0.0046	15.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
145	Claude Opus 4	$0.041	11.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Xiaomi MIMO v2.5 Pro	$0.0012	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Stealth: Hunter Alpha	$0.0000	9.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
139	ByteDance Seed 2.0 Mini	$0.0010	57.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	Gemma 4 31B	$0.0003	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	Gemini 2.5 Flash (Reasoning)	$0.0017	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	GPT-OSS 120B	$0.0003	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Gemini 3.1 Flash Lite (Reasoning)	$0.0006	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	Qwen 3.5 Flash	$0.0010	16.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Z.AI GLM 4.5	$0.0008	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Grok 4 Fast	$0.0004	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
130	Qwen 3.5 9B	$0.0005	41.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	Qwen 3.5 Plus (2026-02-15)	$0.0011	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Stealth: Healer Alpha	$0.0000	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Gemini 3.1 Flash Lite (Preview)	$0.0006	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Gemma 4 26B	$0.0002	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Gemini 3.1 Flash Lite	$0.0006	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	GPT-5.4 Mini (Reasoning, Low)	$0.0012	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	Gemini 2.5 Flash Lite (Reasoning)	$0.0004	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Mistral Large 3	$0.0010	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
146	GPT-4o, May 13th (temp=0)	$0.0098	1.4m	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Gemini 3 Flash (Preview)	$0.0013	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Xiaomi MIMO v2.5	$0.0008	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	DeepSeek-V2 Chat	$0.0003	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	Z.AI GLM 4.7 Flash	$0.0005	17.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
126	ByteDance Seed 2.0 Lite	$0.0032	32.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Nemotron 3 Super	$0.0000	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	GPT-5.4	$0.0031	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
113	Claude 3.5 Sonnet	$0.0074	11.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Grok 4.20 (Beta)	$0.0016	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Inception Mercury 2	$0.0004	820ms	100%	100	100	100	100	100	100	100	100	100	100	100%
140	GPT-4o, May 13th (temp=1)	$0.0099	41.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Stealth: Aurora Alpha	—	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	DeepSeek V3 (2024-12-26)	$0.0007	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	Claude 3.7 Sonnet	$0.0076	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-4.1 Mini	$0.0006	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Z.AI GLM 4.5 Air	$0.0005	9.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Hermes 3 405B	$0.0000	8.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	DeepSeek V4 Pro	$0.0021	8.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	GPT-4o, Aug. 6th (temp=1)	$0.0055	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	GPT-5 Nano	$0.0004	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	GPT-4o, Aug. 6th (temp=0)	$0.0056	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	GPT-5.4 Mini	$0.0011	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Mistral Large 2	$0.0044	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Mistral Small 4 (Reasoning)	$0.0005	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	DeepSeek V3.1	$0.0006	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	DeepSeek V3.2	$0.0005	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Qwen 3 32B	$0.0003	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	DeepSeek V4 Flash	$0.0001	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	DeepSeek V3 (2025-03-24)	$0.0005	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Grok 4.20	$0.0023	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	GPT-5.4 Nano (Reasoning)	$0.0005	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Gemini 2.5 Flash Lite	$0.0002	688ms	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Gemini 2.5 Flash	$0.0006	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
137	Mistral Large	$0.018	15.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Qwen3 235B A22B Instruct 2507	$0.0002	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	Writer: Palmyra X5	$0.0020	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Inception Mercury	$0.0003	845ms	100%	100	100	100	100	100	100	100	100	100	100	100%
18	GPT-5.4 Nano (Reasoning, Low)	$0.0005	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
142	GPT-4o Mini (temp=1)	$0.0003	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Grok 4.3	$0.0021	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Mistral Small 3.2 24B	$0.0002	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Gemma 3 12B	$0.0001	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Llama 3.1 70B	$0.0016	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
131	GPT-4o Mini (temp=0)	$0.0003	43.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Gemma 3 27B	$0.0002	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Mistral Medium 3.1	$0.0010	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Nemotron 3 Nano	$0.0001	4.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	Mistral Small 4	$0.0003	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Qwen 2.5 72B	$0.0007	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	Llama 3.1 Nemotron 70B	$0.0006	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	GPT-5.4 Nano	$0.0005	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Arcee AI: Trinity Large (Preview)	$0.0000	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	ByteDance Seed 1.6 Flash	$0.0003	4.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Mistral Small Creative	$0.0002	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Hermes 3 70B	$0.0007	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Ministral 3 14B	$0.0004	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	GPT-4.1 Nano	$0.0001	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Ministral 3 8B	$0.0003	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	Claude 3 Haiku	$0.0006	11.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	WizardLM 2 8x22b	$0.0014	22.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Arcee AI: Trinity Mini	$0.0001	880ms	100%	100	100	100	100	100	100	100	100	100	100	100%
90	Cohere Command R+ (Aug. 2024)	$0.0053	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Gemma 3 4B	$0.0001	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Ministral 3 3B	$0.0002	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Mistral NeMO	$0.0003	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Ministral 8B	$0.0002	988ms	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Llama 3.1 8B	$0.0003	709ms	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Ministral 3B	$0.0001	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	LFM2 24B	$0.0001	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
144	Claude Haiku 4.5	$0.0025	3.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
147	Rocinante 12B	$0.0005	11.7s	2%	100	100	100	100	100	100	0	0	0	0	60%
99.66%