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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%	—	3.0s
Ministral 3B	100%	$0.0001	474ms
Inception Mercury	100%	$0.0001	547ms
Gemma 3 4B	100%	$0.0001	756ms
LFM2 24B	100%	$0.0001	1.9s
Ministral 3 3B	100%	$0.0002	530ms
Arcee AI: Trinity Large (Preview)	100%	$0.0000	2.2s
Gemini 2.5 Flash Lite	100%	$0.0002	536ms
Ministral 8B	90%	$0.0002	800ms
Arcee AI: Trinity Mini	100%	$0.0001	1.5s
Gemma 3 12B	100%	$0.0001	1.6s
GPT-4.1 Nano	100%	$0.0001	1.6s
Mistral Small Creative	100%	$0.0002	758ms
Mistral Small 3.2 24B	100%	$0.0002	1.2s
Ministral 3 8B	100%	$0.0003	648ms
Stealth: Healer Alpha	100%	$0.0000	3.1s
Nemotron 3 Super	100%	$0.0000	4.7s
Mistral Small 4	100%	$0.0003	872ms
Llama 3.1 8B	100%	$0.0003	524ms
Gemma 3 27B	100%	$0.0002	2.5s

	Score	Cost	Speed	Stability
Ministral 3B	100%	$0.0001	474ms	100%
Inception Mercury	100%	$0.0001	547ms	100%
Gemma 3 4B	100%	$0.0001	756ms	100%
Ministral 3 3B	100%	$0.0002	530ms	100%
Gemini 2.5 Flash Lite	100%	$0.0002	536ms	100%
Mistral Small Creative	100%	$0.0002	758ms	100%
Ministral 3 8B	100%	$0.0003	648ms	100%
Llama 3.1 8B	100%	$0.0003	524ms	100%
Mistral Small 4	100%	$0.0003	872ms	100%
Mistral Small 3.2 24B	100%	$0.0002	1.2s	100%
GPT-4.1 Nano	100%	$0.0001	1.6s	100%
Arcee AI: Trinity Mini	100%	$0.0001	1.5s	100%
Inception Mercury 2	100%	$0.0004	561ms	100%
Gemma 3 12B	100%	$0.0001	1.6s	100%
Gemini 2.5 Flash	100%	$0.0004	796ms	100%
LFM2 24B	100%	$0.0001	1.9s	100%
Arcee AI: Trinity Large (Preview)	100%	$0.0000	2.2s	100%
Ministral 3 14B	100%	$0.0003	1.2s	100%
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0004	1.1s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0004	1.1s	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
97	Claude Opus 4.6 (Reasoning)	$0.011	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Gemini 3.1 Pro (Preview)	$0.014	12.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Z.AI GLM 5 Turbo	$0.0030	8.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Claude Sonnet 4.6 (Reasoning)	$0.0069	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	GPT-5.4 (Reasoning)	$0.0034	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	GPT-5 Mini	$0.0011	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	GPT-5.1	$0.0020	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	Claude Opus 4.6	$0.011	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	GPT-5	$0.0047	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
113	Qwen 3.5 397B A17B	$0.0082	55.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Qwen 3.5 122B	$0.012	28.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Grok 4.20 (Beta, Reasoning)	$0.0027	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	GPT-5.4 (Reasoning, Low)	$0.0029	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Z.AI GLM 5	$0.0042	24.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	Claude Sonnet 4.6	$0.0064	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	MoonshotAI: Kimi K2.5	$0.0028	16.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Qwen 3.5 27B	$0.0071	34.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	ByteDance Seed 1.6	$0.0025	26.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	GPT-5.4 Mini (Reasoning)	$0.0010	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	Gemini 3 Flash (Preview, Reasoning)	$0.0030	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	o4 Mini High	$0.0035	9.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	GPT-5.2	$0.0019	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Claude Opus 4.5	$0.010	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Grok 4.1 Fast	$0.0003	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Aion 2.0	$0.0020	11.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	Z.AI GLM 4.6	$0.0027	48.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	MiniMax M2.7	$0.0010	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Gemini 3 Pro (Preview)	$0.014	11.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	Claude Sonnet 4	$0.0062	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	MiniMax M2.5	$0.0007	6.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	Z.AI GLM 4.7	$0.0025	58.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	GPT-4.1	$0.0019	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	Gemini 2.5 Pro	$0.012	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	o4 Mini	$0.0025	9.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	Grok 4	$0.0068	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Claude Sonnet 4.5	$0.0061	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	Qwen 3.5 35B	$0.0069	21.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
115	Claude Opus 4	$0.031	8.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Stealth: Hunter Alpha	$0.0000	15.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	ByteDance Seed 2.0 Mini	$0.0009	45.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Gemini 2.5 Flash (Reasoning)	$0.0014	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Qwen 3.5 Flash	$0.0014	27.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Z.AI GLM 4.5	$0.0004	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Grok 4 Fast	$0.0003	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Qwen 3.5 9B	$0.0006	44.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Qwen 3.5 Plus (2026-02-15)	$0.0008	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Stealth: Healer Alpha	$0.0000	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Gemini 3.1 Flash Lite (Preview)	$0.0005	848ms	100%	100	100	100	100	100	100	100	100	100	100	100%
29	GPT-5.4 Mini (Reasoning, Low)	$0.0008	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	Gemini 2.5 Flash Lite (Reasoning)	$0.0005	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Mistral Large 3	$0.0009	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	GPT-4o, May 13th (temp=0)	$0.0085	38.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Gemini 3 Flash (Preview)	$0.0009	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Claude Haiku 4.5	$0.0020	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	DeepSeek-V2 Chat	$0.0003	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Z.AI GLM 4.7 Flash	$0.0005	18.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	ByteDance Seed 2.0 Lite	$0.0025	24.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Nemotron 3 Super	$0.0000	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	GPT-5.4	$0.0021	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
114	Claude 3.5 Sonnet	$0.0060	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Grok 4.20 (Beta)	$0.0015	583ms	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Inception Mercury 2	$0.0004	561ms	100%	100	100	100	100	100	100	100	100	100	100	100%
96	GPT-4o, May 13th (temp=1)	$0.0084	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Stealth: Aurora Alpha	—	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	Claude 3.5 Haiku	$0.0016	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	DeepSeek V3 (2024-12-26)	$0.0006	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Claude 3.7 Sonnet	$0.0060	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	GPT-4.1 Mini	$0.0003	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Hermes 3 405B	$0.0000	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	GPT-4o, Aug. 6th (temp=1)	$0.0043	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	GPT-5 Nano	$0.0003	10.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	GPT-4o, Aug. 6th (temp=0)	$0.0043	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	GPT-5.4 Mini	$0.0008	771ms	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Mistral Large 2	$0.0039	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Mistral Small 4 (Reasoning)	$0.0005	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	DeepSeek V3.1	$0.0005	4.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	DeepSeek V3.2	$0.0004	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Qwen 3 32B	$0.0003	10.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	DeepSeek V3 (2025-03-24)	$0.0004	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	GPT-5.4 Nano (Reasoning)	$0.0004	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Gemini 2.5 Flash Lite	$0.0002	536ms	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Gemini 2.5 Flash	$0.0004	796ms	100%	100	100	100	100	100	100	100	100	100	100	100%
117	Mistral Large	$0.016	1.8m	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Qwen3 235B A22B Instruct 2507	$0.0002	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	Writer: Palmyra X5	$0.0014	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Inception Mercury	$0.0001	547ms	100%	100	100	100	100	100	100	100	100	100	100	100%
19	GPT-5.4 Nano (Reasoning, Low)	$0.0004	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	GPT-4o Mini (temp=1)	$0.0003	53.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Mistral Small 3.2 24B	$0.0002	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Gemma 3 12B	$0.0001	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	Llama 3.1 70B	$0.0015	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	GPT-4o Mini (temp=0)	$0.0003	1.4m	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Gemma 3 27B	$0.0002	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Mistral Medium 3.1	$0.0008	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	Nemotron 3 Nano	$0.0001	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Mistral Small 4	$0.0003	872ms	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Qwen 2.5 72B	$0.0007	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Llama 3.1 Nemotron 70B	$0.0006	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	GPT-5.4 Nano	$0.0004	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Arcee AI: Trinity Large (Preview)	$0.0000	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	ByteDance Seed 1.6 Flash	$0.0003	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Small Creative	$0.0002	758ms	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Hermes 3 70B	$0.0007	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Ministral 3 14B	$0.0003	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	GPT-4.1 Nano	$0.0001	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Ministral 3 8B	$0.0003	648ms	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Claude 3 Haiku	$0.0005	13.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	WizardLM 2 8x22b	$0.0014	51.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Arcee AI: Trinity Mini	$0.0001	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Cohere Command R+ (Aug. 2024)	$0.0046	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemma 3 4B	$0.0001	756ms	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Ministral 3 3B	$0.0002	530ms	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Mistral NeMO	$0.0002	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Llama 3.1 8B	$0.0003	524ms	100%	100	100	100	100	100	100	100	100	100	100	100%
16	LFM2 24B	$0.0001	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Ministral 3B	$0.0001	474ms	100%	100	100	100	100	100	100	100	100	100	100	100%
116	Ministral 8B	$0.0002	800ms	40%	100	100	100	100	100	100	100	100	100	0	90%
118	Rocinante 12B	$0.0005	11.6s	21%	100	100	100	100	100	98	98	92	0	0	79%
99.74%