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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%
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%
o4 Mini High	100%

	Score	Cost	Time
Ministral 3B	100%	$0.0001	741ms
Stealth: Aurora Alpha	100%	—	3.0s
Gemma 3 4B	100%	$0.0001	1.5s
Ministral 3 3B	100%	$0.0002	737ms
Gemini 2.5 Flash Lite	100%	$0.0002	658ms
Inception Mercury	100%	$0.0003	769ms
Ministral 8B	100%	$0.0002	792ms
Mistral Small Creative	100%	$0.0002	964ms
LFM2 24B	100%	$0.0001	4.9s
GPT-4.1 Nano	100%	$0.0001	2.2s
Arcee AI: Trinity Mini	100%	$0.0001	2.2s
Arcee AI: Trinity Large (Preview)	100%	$0.0000	3.6s
Ministral 3 8B	100%	$0.0003	932ms
Mistral Small 3.2 24B	100%	$0.0002	2.7s
Gemma 3 12B	100%	$0.0001	2.8s
Qwen3 235B A22B Instruct 2507	100%	$0.0002	3.0s
Nemotron 3 Super	100%	$0.0000	5.0s
Llama 3.1 8B	100%	$0.0003	1.1s
Ministral 3 14B	100%	$0.0003	1.2s
Mistral Small 4	100%	$0.0003	1.3s

	Score	Cost	Speed	Stability
Gemini 2.5 Flash Lite	100%	$0.0002	658ms	100%
Ministral 3 3B	100%	$0.0002	737ms	100%
Inception Mercury	100%	$0.0003	769ms	100%
Mistral Small Creative	100%	$0.0002	964ms	100%
Ministral 3 8B	100%	$0.0003	932ms	100%
Inception Mercury 2	100%	$0.0005	713ms	100%
Ministral 3 14B	100%	$0.0003	1.2s	100%
Gemma 3 4B	100%	$0.0001	1.5s	100%
Mistral Small 4	100%	$0.0003	1.3s	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0005	1.1s	100%
Gemini 2.5 Flash	100%	$0.0005	978ms	100%
GPT-4.1 Nano	100%	$0.0001	2.2s	100%
GPT-5.4 Nano	100%	$0.0005	1.4s	100%
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0005	1.5s	100%
Arcee AI: Trinity Mini	100%	$0.0001	2.2s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0004	1.8s	100%
Gemma 3 12B	100%	$0.0001	2.8s	100%
Ministral 3B	100%	$0.0001	741ms	99%
Mistral Small 3.2 24B	100%	$0.0002	2.7s	100%
GPT-5.4 Mini	100%	$0.0010	1.0s	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
101	Claude Opus 4.6 (Reasoning)	$0.013	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Gemini 3.1 Pro (Preview)	$0.014	12.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	Z.AI GLM 5 Turbo	$0.0030	9.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Claude Sonnet 4.6 (Reasoning)	$0.0079	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	GPT-5.4 (Reasoning)	$0.0049	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	GPT-5 Mini	$0.0014	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	Claude Opus 4.6	$0.012	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	GPT-5	$0.0054	9.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	Qwen 3.5 397B A17B	$0.0066	40.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	Qwen 3.5 122B	$0.0074	15.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Grok 4.20 (Beta, Reasoning)	$0.0035	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	GPT-5.4 (Reasoning, Low)	$0.0038	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
113	Z.AI GLM 5	$0.0049	44.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Claude Sonnet 4.6	$0.0071	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	MoonshotAI: Kimi K2.5	$0.0026	14.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Qwen 3.5 27B	$0.0066	27.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	ByteDance Seed 1.6	$0.0020	20.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-5.4 Mini (Reasoning)	$0.0012	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Gemini 3 Flash (Preview, Reasoning)	$0.0039	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	o4 Mini High	$0.0047	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	Claude Opus 4.5	$0.012	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	Grok 4.1 Fast	$0.0004	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Aion 2.0	$0.0020	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Z.AI GLM 4.6	$0.0023	36.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	Gemini 3 Pro (Preview)	$0.018	13.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Claude Sonnet 4	$0.0072	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Z.AI GLM 4.7	$0.0022	49.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	GPT-4.1	$0.0021	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	o4 Mini	$0.0036	7.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Grok 4	$0.0086	10.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Claude Sonnet 4.5	$0.0070	4.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Qwen 3.5 35B	$0.0060	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
116	Claude Opus 4	$0.035	8.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Stealth: Hunter Alpha	$0.0000	19.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Qwen 3.5 Flash	$0.0015	25.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Z.AI GLM 4.5	$0.0006	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Grok 4 Fast	$0.0003	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	Qwen 3.5 9B	$0.0006	41.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Qwen 3.5 Plus (2026-02-15)	$0.0009	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Stealth: Healer Alpha	$0.0000	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Gemini 3.1 Flash Lite (Preview)	$0.0005	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	GPT-5.4 Mini (Reasoning, Low)	$0.0010	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Mistral Large 3	$0.0010	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	GPT-4o, May 13th (temp=0)	$0.0089	14.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Gemini 3 Flash (Preview)	$0.0011	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	DeepSeek-V2 Chat	$0.0003	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	Z.AI GLM 4.7 Flash	$0.0005	18.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Nemotron 3 Super	$0.0000	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	GPT-5.4	$0.0028	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	Claude 3.5 Sonnet	$0.0068	13.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Grok 4.20 (Beta)	$0.0013	865ms	100%	100	100	100	100	100	100	100	100	100	100	100%
117	GPT-4o, May 13th (temp=1)	$0.0091	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
67	Claude 3.5 Haiku	$0.0019	7.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	DeepSeek V3 (2024-12-26)	$0.0006	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	GPT-4.1 Mini	$0.0005	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Hermes 3 405B	$0.0000	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	GPT-4o, Aug. 6th (temp=1)	$0.0049	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	GPT-5 Nano	$0.0005	11.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	GPT-4o, Aug. 6th (temp=0)	$0.0049	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	GPT-5.4 Mini	$0.0010	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Mistral Large 2	$0.0041	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Mistral Small 4 (Reasoning)	$0.0004	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	DeepSeek V3.1	$0.0007	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	DeepSeek V3.2	$0.0005	10.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	Qwen 3 32B	$0.0003	6.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	DeepSeek V3 (2025-03-24)	$0.0004	7.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Gemini 2.5 Flash Lite	$0.0002	658ms	100%	100	100	100	100	100	100	100	100	100	100	100%
115	Mistral Large	$0.017	33.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Qwen3 235B A22B Instruct 2507	$0.0002	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	Writer: Palmyra X5	$0.0017	8.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Inception Mercury	$0.0003	769ms	100%	100	100	100	100	100	100	100	100	100	100	100%
114	GPT-4o Mini (temp=1)	$0.0003	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
19	Mistral Small 3.2 24B	$0.0002	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Gemma 3 12B	$0.0001	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Llama 3.1 70B	$0.0015	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	GPT-4o Mini (temp=0)	$0.0003	29.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Gemma 3 27B	$0.0002	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Mistral Medium 3.1	$0.0009	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Nemotron 3 Nano	$0.0002	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Qwen 2.5 72B	$0.0007	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Llama 3.1 Nemotron 70B	$0.0006	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	ByteDance Seed 1.6 Flash	$0.0002	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Mistral Small Creative	$0.0002	964ms	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Hermes 3 70B	$0.0007	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Ministral 3 14B	$0.0003	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	GPT-4.1 Nano	$0.0001	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Ministral 3 8B	$0.0003	932ms	100%	100	100	100	100	100	100	100	100	100	100	100%
104	Claude 3 Haiku	$0.0006	31.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Cohere Command R+ (Aug. 2024)	$0.0049	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Ministral 3 3B	$0.0002	737ms	100%	100	100	100	100	100	100	100	100	100	100	100%
46	LFM2 24B	$0.0001	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	GPT-5.1	$0.0027	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	MiniMax M2.7	$0.0006	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Gemini 2.5 Pro	$0.0083	6.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	ByteDance Seed 2.0 Mini	$0.0008	38.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Gemini 2.5 Flash Lite (Reasoning)	$0.0004	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Claude Haiku 4.5	$0.0024	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	ByteDance Seed 2.0 Lite	$0.0026	26.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Inception Mercury 2	$0.0005	713ms	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Claude 3.7 Sonnet	$0.0071	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	GPT-5.4 Nano (Reasoning, Low)	$0.0005	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Mistral Small 4	$0.0003	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Arcee AI: Trinity Large (Preview)	$0.0000	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Arcee AI: Trinity Mini	$0.0001	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Stealth: Aurora Alpha	—	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	GPT-5.4 Nano (Reasoning)	$0.0004	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Gemini 2.5 Flash	$0.0005	978ms	100%	100	100	100	100	100	100	100	100	100	100	100%
13	GPT-5.4 Nano	$0.0005	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Gemma 3 4B	$0.0001	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	MiniMax M2.5	$0.0007	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Gemini 2.5 Flash (Reasoning)	$0.0014	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Mistral NeMO	$0.0003	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	WizardLM 2 8x22b	$0.0015	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Llama 3.1 8B	$0.0003	1.1s	99%	100	100	100	100	100	100	100	100	100	98	100%
18	Ministral 3B	$0.0001	741ms	99%	100	100	100	100	100	100	100	100	100	98	100%
36	Ministral 8B	$0.0002	792ms	99%	100	100	100	100	100	100	100	100	98	98	100%
74	GPT-5.2	$0.0031	2.9s	99%	100	100	100	100	100	100	100	100	98	98	100%
118	Rocinante 12B	$0.0005	9.5s	41%	100	100	100	100	100	100	98	98	77	2	88%
99.88%