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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%
Gemini 3.1 Pro (Preview)	100%
Z.AI GLM 5 Turbo	100%
Claude Sonnet 4.6 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
GPT-5 Mini	100%
GPT-5.1	100%
Claude Opus 4.6	100%
GPT-5	100%
Qwen 3.5 397B A17B	100%
Qwen 3.5 122B	100%
Grok 4.20 (Beta, Reasoning)	100%
GPT-5.4 (Reasoning, Low)	100%
Z.AI GLM 5	100%
Claude Sonnet 4.6	100%
MoonshotAI: Kimi K2.5	100%
Qwen 3.5 27B	100%
ByteDance Seed 1.6	100%
GPT-5.4 Mini (Reasoning)	100%
Gemini 3 Flash (Preview, Reasoning)	100%

	Score	Cost	Time
Stealth: Aurora Alpha	100%	—	5.5s
Ministral 3 3B	100%	$0.0002	1.8s
Gemini 2.5 Flash Lite	100%	$0.0003	2.0s
Llama 3.1 8B	80%	$0.0004	1.6s
Inception Mercury	100%	$0.0005	1.8s
Ministral 3 8B	100%	$0.0003	2.9s
Inception Mercury 2	100%	$0.0006	1.2s
Mistral Small Creative	100%	$0.0003	3.5s
Stealth: Healer Alpha	80%	$0.0000	6.3s
Nemotron 3 Super	100%	$0.0000	7.6s
GPT-4.1 Nano	100%	$0.0002	5.6s
GPT-5.4 Nano (Reasoning)	100%	$0.0008	2.5s
GPT-5.4 Nano	100%	$0.0008	2.4s
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0008	2.5s
Ministral 3 14B	100%	$0.0004	4.7s
Mistral Small 3.2 24B	100%	$0.0003	5.8s
Grok 4 Fast	100%	$0.0005	4.6s
Gemini 3.1 Flash Lite (Preview)	100%	$0.0010	2.3s
ByteDance Seed 1.6 Flash	100%	$0.0004	5.9s
LFM2 24B	100%	$0.0001	9.6s

	Score	Cost	Speed	Stability
Ministral 3 3B	100%	$0.0002	1.8s	100%
Inception Mercury 2	100%	$0.0006	1.2s	100%
Gemini 2.5 Flash Lite	100%	$0.0003	2.0s	100%
Inception Mercury	100%	$0.0005	1.8s	100%
Ministral 3 8B	100%	$0.0003	2.9s	100%
GPT-5.4 Nano	100%	$0.0008	2.4s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0008	2.5s	100%
Mistral Small Creative	100%	$0.0003	3.5s	100%
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0008	2.5s	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0010	2.3s	100%
Ministral 3 14B	100%	$0.0004	4.7s	100%
Grok 4 Fast	100%	$0.0005	4.6s	100%
Gemini 2.5 Flash	100%	$0.0013	2.9s	100%
GPT-4.1 Nano	100%	$0.0002	5.6s	100%
GPT-5.4 Mini	100%	$0.0019	2.2s	100%
Mistral Small 3.2 24B	100%	$0.0003	5.8s	100%
Mistral Small 4	100%	$0.0005	5.3s	100%
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0020	2.1s	100%
ByteDance Seed 1.6 Flash	100%	$0.0004	5.9s	100%
Stealth: Aurora Alpha	100%	—	5.5s	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
87	Claude Opus 4.6 (Reasoning)	$0.021	12.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	Gemini 3.1 Pro (Preview)	$0.022	19.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Z.AI GLM 5 Turbo	$0.0054	13.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Claude Sonnet 4.6 (Reasoning)	$0.014	11.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	GPT-5.4 (Reasoning)	$0.0083	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	GPT-5 Mini	$0.0019	10.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	GPT-5.1	$0.0058	11.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	Claude Opus 4.6	$0.021	11.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	GPT-5	$0.0094	16.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Qwen 3.5 397B A17B	$0.0085	1.0m	100%	100	100	100	100	100	100	100	100	100	100	100%
74	Qwen 3.5 122B	$0.0079	17.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	Grok 4.20 (Beta, Reasoning)	$0.0049	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	GPT-5.4 (Reasoning, Low)	$0.0079	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	Z.AI GLM 5	$0.0070	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Claude Sonnet 4.6	$0.011	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	MoonshotAI: Kimi K2.5	$0.0044	32.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	Qwen 3.5 27B	$0.0053	23.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	ByteDance Seed 1.6	$0.0032	36.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	GPT-5.4 Mini (Reasoning)	$0.0022	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Gemini 3 Flash (Preview, Reasoning)	$0.0051	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	o4 Mini High	$0.0051	11.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	GPT-5.2	$0.0060	8.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	Claude Opus 4.5	$0.019	10.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Grok 4.1 Fast	$0.0005	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Aion 2.0	$0.0024	18.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	Z.AI GLM 4.6	$0.0039	53.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	MiniMax M2.7	$0.0022	23.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	Gemini 3 Pro (Preview)	$0.024	15.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Claude Sonnet 4	$0.013	11.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	MiniMax M2.5	$0.0010	10.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	Z.AI GLM 4.7	$0.0036	2.3m	100%	100	100	100	100	100	100	100	100	100	100	100%
45	GPT-4.1	$0.0050	6.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Gemini 2.5 Pro	$0.016	13.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	o4 Mini	$0.0042	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Grok 4	$0.013	21.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	Claude Sonnet 4.5	$0.012	10.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	Qwen 3.5 35B	$0.0059	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	Claude Opus 4	$0.061	24.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	ByteDance Seed 2.0 Mini	$0.0015	1.4m	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Gemini 2.5 Flash (Reasoning)	$0.0031	17.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Qwen 3.5 Flash	$0.0012	17.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Z.AI GLM 4.5	$0.0014	10.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Grok 4 Fast	$0.0005	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Qwen 3.5 9B	$0.0008	52.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Qwen 3.5 Plus (2026-02-15)	$0.0018	20.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Gemini 3.1 Flash Lite (Preview)	$0.0010	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	GPT-5.4 Mini (Reasoning, Low)	$0.0020	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Gemini 2.5 Flash Lite (Reasoning)	$0.0008	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Mistral Large 3	$0.0016	10.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	GPT-4o, May 13th (temp=0)	$0.014	18.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Gemini 3 Flash (Preview)	$0.0021	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	DeepSeek-V2 Chat	$0.0003	20.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Z.AI GLM 4.7 Flash	$0.0007	32.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	ByteDance Seed 2.0 Lite	$0.0055	1.0m	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Nemotron 3 Super	$0.0000	7.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	GPT-5.4	$0.0057	7.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	Claude 3.5 Sonnet	$0.010	41.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Inception Mercury 2	$0.0006	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	GPT-4o, May 13th (temp=1)	$0.015	33.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Stealth: Aurora Alpha	—	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Claude 3.5 Haiku	$0.0027	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	DeepSeek V3 (2024-12-26)	$0.0010	13.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	GPT-4.1 Mini	$0.0009	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	GPT-4o, Aug. 6th (temp=1)	$0.0090	6.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	GPT-5 Nano	$0.0009	25.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	GPT-4o, Aug. 6th (temp=0)	$0.0084	6.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	GPT-5.4 Mini	$0.0019	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Mistral Large 2	$0.0059	10.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Mistral Small 4 (Reasoning)	$0.0007	7.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	DeepSeek V3.2	$0.0006	19.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Qwen 3 32B	$0.0005	15.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	DeepSeek V3 (2025-03-24)	$0.0007	18.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	GPT-5.4 Nano (Reasoning)	$0.0008	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 2.5 Flash Lite	$0.0003	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Gemini 2.5 Flash	$0.0013	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	Mistral Large	$0.025	45.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	Qwen3 235B A22B Instruct 2507	$0.0004	14.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	Writer: Palmyra X5	$0.0039	15.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Inception Mercury	$0.0005	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	GPT-5.4 Nano (Reasoning, Low)	$0.0008	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	GPT-4o Mini (temp=1)	$0.0005	1.0m	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Mistral Small 3.2 24B	$0.0003	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Gemma 3 12B	$0.0002	11.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Llama 3.1 70B	$0.0018	4.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	GPT-4o Mini (temp=0)	$0.0005	27.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Gemma 3 27B	$0.0003	16.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Mistral Medium 3.1	$0.0015	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Nemotron 3 Nano	$0.0002	10.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Mistral Small 4	$0.0005	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Qwen 2.5 72B	$0.0008	14.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Llama 3.1 Nemotron 70B	$0.0007	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	GPT-5.4 Nano	$0.0008	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	ByteDance Seed 1.6 Flash	$0.0004	5.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Mistral Small Creative	$0.0003	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Ministral 3 14B	$0.0004	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	GPT-4.1 Nano	$0.0002	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Ministral 3 8B	$0.0003	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Claude 3 Haiku	$0.0009	31.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Ministral 3 3B	$0.0002	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	LFM2 24B	$0.0001	9.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Stealth: Hunter Alpha	$0.0000	27.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
99	Grok 4.20 (Beta)	$0.0024	2.0s	40%	100	100	100	100	100	100	100	100	100	0	90%
102	Stealth: Healer Alpha	$0.0000	6.3s	20%	100	100	100	100	100	100	100	100	0	0	80%
106	DeepSeek V3.1	$0.0006	26.7s	20%	100	100	100	100	100	100	100	100	0	0	80%
105	Cohere Command R+ (Aug. 2024)	$0.0078	8.6s	20%	100	100	100	100	100	100	100	100	0	0	80%
101	Llama 3.1 8B	$0.0004	1.6s	20%	100	100	100	100	100	100	100	100	0	0	80%
107	Hermes 3 405B	$0.0000	21.6s	8%	100	100	100	100	100	100	100	0	0	0	70%
110	WizardLM 2 8x22b	$0.0020	1.4m	8%	100	100	100	100	100	100	100	0	0	0	70%
108	Arcee AI: Trinity Mini	$0.0002	3.4s	0%	100	100	100	100	0	0	0	0	0	0	40%
109	Hermes 3 70B	$0.0007	12.3s	0%	100	100	100	0	0	0	0	0	0	0	30%
112	Claude Haiku 4.5	$0.0039	6.4s	0%	100	100	0	0	0	0	0	0	0	0	20%
111	Arcee AI: Trinity Large (Preview)	$0.0000	8.2s	0%	100	100	0	0	0	0	0	0	0	0	20%
117	Rocinante 12B	$0.0008	36.0s	0%	100	100	0	0	0	0	0	0	0	0	20%
113	Mistral NeMO	$0.0003	3.5s	0%	100	0	0	0	0	0	0	0	0	0	10%
118	Claude 3.7 Sonnet	$0.013	11.6s	0%	0	0	0	0	0	0	0	0	0	0	0%
116	Gemma 3 4B	$0.0001	5.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
115	Ministral 8B	$0.0002	3.2s	0%	0	0	0	0	0	0	0	0	0	0	0%
114	Ministral 3B	$0.0001	1.6s	0%	0	0	0	0	0	0	0	0	0	0	0%
91.36%