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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%	—	1.4s
Ministral 3 3B	100%	$0.0002	1.3s
Gemini 2.5 Flash Lite	100%	$0.0003	1.4s
Arcee AI: Trinity Mini	100%	$0.0001	2.8s
Llama 3.1 8B	90%	$0.0004	1.4s
Mistral Small Creative	100%	$0.0003	2.3s
Inception Mercury	100%	$0.0004	1.9s
Ministral 3 8B	100%	$0.0003	2.7s
Gemma 3 4B	60%	$0.0001	3.7s
Mistral Small 3.2 24B	100%	$0.0002	4.4s
Stealth: Healer Alpha	100%	$0.0000	13.5s
Arcee AI: Trinity Large (Preview)	100%	$0.0000	6.9s
Ministral 3 14B	100%	$0.0004	4.1s
Nemotron 3 Super	100%	$0.0000	8.4s
DeepSeek V4 Flash	100%	$0.0002	14.4s
Inception Mercury 2	100%	$0.0007	1.1s
Mistral Small 4	100%	$0.0004	3.4s
GPT-5.4 Nano (Reasoning)	100%	$0.0006	2.1s
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0007	2.0s
GPT-4.1 Nano	100%	$0.0002	4.8s

	Score	Cost	Speed	Stability
Stealth: Aurora Alpha	100%	—	1.4s	100%
Ministral 3 3B	100%	$0.0002	1.3s	100%
Gemini 2.5 Flash Lite	100%	$0.0003	1.4s	100%
Inception Mercury 2	100%	$0.0007	1.1s	100%
Inception Mercury	100%	$0.0004	1.9s	100%
Mistral Small Creative	100%	$0.0003	2.3s	100%
GPT-5.4 Nano	100%	$0.0007	1.9s	100%
Arcee AI: Trinity Mini	100%	$0.0001	2.8s	100%
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0007	2.0s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0006	2.1s	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0008	1.8s	100%
Gemini 3.1 Flash Lite	100%	$0.0008	1.8s	100%
Ministral 3 8B	100%	$0.0003	2.7s	100%
Gemini 2.5 Flash	100%	$0.0010	2.0s	100%
GPT-5.4 Mini	100%	$0.0014	1.8s	100%
Mistral Small 4	100%	$0.0004	3.4s	100%
Gemini 3.1 Flash Lite (Reasoning)	100%	$0.0008	3.1s	100%
GPT-4.1 Mini	100%	$0.0007	3.4s	100%
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0018	1.7s	100%
Ministral 3 14B	100%	$0.0004	4.1s	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
114	Claude Opus 4.6 (Reasoning)	$0.018	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
135	Qwen3.6 Max Preview	$0.015	52.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
118	Gemini 3.1 Pro (Preview)	$0.018	15.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
120	Z.AI GLM 5.1	$0.0076	34.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Z.AI GLM 5 Turbo	$0.0042	12.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Claude Sonnet 4.6 (Reasoning)	$0.011	8.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	Grok 4.3 (Reasoning)	$0.0030	16.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	GPT-5.4 (Reasoning)	$0.0064	6.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
119	Claude Opus 4.7 (Reasoning)	$0.025	6.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	GPT-5.5 (Reasoning)	$0.013	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	GPT-5 Mini	$0.0016	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	GPT-5.5 (Reasoning, Low)	$0.014	5.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	GPT-5.1	$0.0048	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	Claude Opus 4.6	$0.017	10.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
121	MoonshotAI: Kimi K2.6	$0.0058	37.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	GPT-5	$0.0077	15.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
131	Qwen 3.5 397B A17B	$0.0074	52.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
116	Gemma 4 31B (Reasoning)	$0.0005	39.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	Qwen 3.5 122B	$0.0068	17.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
115	Qwen 3.5 Plus (2026-04-20)	$0.0049	29.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Gemma 4 26B (Reasoning)	$0.0005	22.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Grok 4.20 (Beta, Reasoning)	$0.0037	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	GPT-5.4 (Reasoning, Low)	$0.0055	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	Grok 4.20 (Reasoning)	$0.0026	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
127	Z.AI GLM 5	$0.0056	46.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	Claude Sonnet 4.6	$0.0097	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	MoonshotAI: Kimi K2.5	$0.0035	26.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	Qwen 3.5 27B	$0.0046	22.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	ByteDance Seed 1.6	$0.0028	29.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	Qwen 3.6 Flash	$0.0028	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	GPT-5.4 Mini (Reasoning)	$0.0019	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	Gemini 3 Flash (Preview, Reasoning)	$0.0047	9.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	o4 Mini High	$0.0052	13.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	GPT-5.2	$0.0044	5.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
126	DeepSeek V4 Pro (Reasoning)	$0.0040	47.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
123	Claude Opus 4.7	$0.026	7.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Qwen 3.6 27B	$0.0063	26.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Claude Opus 4.5	$0.016	8.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Grok 4.1 Fast	$0.0004	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Aion 2.0	$0.0021	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
129	Z.AI GLM 4.6	$0.0034	51.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	MiniMax M2.7	$0.0016	23.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	GPT-5.5	$0.014	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	Qwen 3.6 35B	$0.0028	12.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	DeepSeek V4 Flash (Reasoning)	$0.0002	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
117	Gemini 3 Pro (Preview)	$0.019	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	Claude Sonnet 4	$0.010	8.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	MiniMax M2.5	$0.0010	18.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
138	Z.AI GLM 4.7	$0.0034	1.3m	100%	100	100	100	100	100	100	100	100	100	100	100%
52	GPT-4.1	$0.0036	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	Gemini 2.5 Pro	$0.012	10.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	o4 Mini	$0.0027	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	Grok 4	$0.011	16.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	Claude Sonnet 4.5	$0.0100	7.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Qwen 3.5 35B	$0.0041	12.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
140	Claude Opus 4	$0.051	14.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Xiaomi MIMO v2.5 Pro	$0.0016	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Stealth: Hunter Alpha	$0.0000	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
132	ByteDance Seed 2.0 Mini	$0.0012	1.0m	100%	100	100	100	100	100	100	100	100	100	100	100%
72	Gemma 4 31B	$0.0003	15.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Gemini 2.5 Flash (Reasoning)	$0.0018	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	GPT-OSS 120B	$0.0004	13.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Gemini 3.1 Flash Lite (Reasoning)	$0.0008	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Qwen 3.5 Flash	$0.0010	18.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	Z.AI GLM 4.5	$0.0012	10.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Grok 4 Fast	$0.0005	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
124	Qwen 3.5 9B	$0.0006	49.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	Qwen 3.5 Plus (2026-02-15)	$0.0015	25.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	Stealth: Healer Alpha	$0.0000	13.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Gemini 3.1 Flash Lite (Preview)	$0.0008	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Gemma 4 26B	$0.0003	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Gemini 3.1 Flash Lite	$0.0008	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	GPT-5.4 Mini (Reasoning, Low)	$0.0018	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Gemini 2.5 Flash Lite (Reasoning)	$0.0006	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Mistral Large 3	$0.0013	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	GPT-4o, May 13th (temp=0)	$0.012	17.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Gemini 3 Flash (Preview)	$0.0017	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Claude Haiku 4.5	$0.0033	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	Xiaomi MIMO v2.5	$0.0010	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	DeepSeek-V2 Chat	$0.0003	14.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	Z.AI GLM 4.7 Flash	$0.0006	25.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
128	ByteDance Seed 2.0 Lite	$0.0045	48.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Nemotron 3 Super	$0.0000	8.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	GPT-5.4	$0.0046	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Claude 3.5 Sonnet	$0.0090	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Grok 4.20 (Beta)	$0.0021	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Inception Mercury 2	$0.0007	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
113	GPT-4o, May 13th (temp=1)	$0.012	17.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Stealth: Aurora Alpha	—	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	DeepSeek V3 (2024-12-26)	$0.0008	9.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	GPT-4.1 Mini	$0.0007	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Z.AI GLM 4.5 Air	$0.0008	16.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	DeepSeek V4 Pro	$0.0008	15.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	GPT-4o, Aug. 6th (temp=1)	$0.0076	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	GPT-5 Nano	$0.0008	21.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	GPT-4o, Aug. 6th (temp=0)	$0.0072	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	GPT-5.4 Mini	$0.0014	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Mistral Large 2	$0.0053	8.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Mistral Small 4 (Reasoning)	$0.0007	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	DeepSeek V3.1	$0.0007	13.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	DeepSeek V3.2	$0.0005	19.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Qwen 3 32B	$0.0004	12.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	DeepSeek V4 Flash	$0.0002	14.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Grok 4.20	$0.0024	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	GPT-5.4 Nano (Reasoning)	$0.0006	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 2.5 Flash Lite	$0.0003	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Gemini 2.5 Flash	$0.0010	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
137	Mistral Large	$0.022	45.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Qwen3 235B A22B Instruct 2507	$0.0004	9.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Writer: Palmyra X5	$0.0032	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Inception Mercury	$0.0004	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	GPT-5.4 Nano (Reasoning, Low)	$0.0007	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
122	GPT-4o Mini (temp=1)	$0.0004	46.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Grok 4.3	$0.0022	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Mistral Small 3.2 24B	$0.0002	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Gemma 3 12B	$0.0001	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Llama 3.1 70B	$0.0017	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
125	GPT-4o Mini (temp=0)	$0.0004	50.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Gemma 3 27B	$0.0002	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	Mistral Medium 3.1	$0.0013	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Nemotron 3 Nano	$0.0002	7.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Mistral Small 4	$0.0004	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Qwen 2.5 72B	$0.0008	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Llama 3.1 Nemotron 70B	$0.0007	8.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	GPT-5.4 Nano	$0.0007	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Arcee AI: Trinity Large (Preview)	$0.0000	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	ByteDance Seed 1.6 Flash	$0.0003	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Small Creative	$0.0003	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Ministral 3 14B	$0.0004	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	GPT-4.1 Nano	$0.0002	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Ministral 3 8B	$0.0003	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	WizardLM 2 8x22b	$0.0017	30.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Arcee AI: Trinity Mini	$0.0001	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Ministral 3 3B	$0.0002	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	LFM2 24B	$0.0001	7.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
134	Hermes 3 405B	$0.0000	16.4s	40%	100	100	100	100	100	100	100	100	100	0	90%
136	Claude 3 Haiku	$0.0008	22.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
133	Cohere Command R+ (Aug. 2024)	$0.0063	5.2s	40%	100	100	100	100	100	100	100	100	100	0	90%
130	Llama 3.1 8B	$0.0004	1.4s	40%	100	100	100	100	100	100	100	100	100	0	90%
139	DeepSeek V3 (2025-03-24)	$0.0005	8.5s	20%	100	100	100	100	100	100	100	100	0	0	80%
141	Hermes 3 70B	$0.0007	9.7s	8%	100	100	100	100	100	100	100	0	0	0	70%
142	Gemma 3 4B	$0.0001	3.7s	2%	100	100	100	100	100	100	0	0	0	0	60%
143	Rocinante 12B	$0.0006	16.2s	0%	100	100	100	0	0	0	0	0	0	0	30%
144	Mistral NeMO	$0.0003	2.8s	0%	100	0	0	0	0	0	0	0	0	0	10%
147	Claude 3.7 Sonnet	$0.010	8.3s	0%	0	0	0	0	0	0	0	0	0	0	0%
146	Ministral 8B	$0.0002	2.0s	0%	0	0	0	0	0	0	0	0	0	0	0%
145	Ministral 3B	$0.0001	1.2s	0%	0	0	0	0	0	0	0	0	0	0	0%
95.99%