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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%
GPT-5 Mini	100%
GPT-5.5 (Reasoning, Low)	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%
Gemma 4 26B (Reasoning)	100%
Grok 4.20 (Beta, Reasoning)	100%
GPT-5.4 (Reasoning, Low)	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
DeepSeek V4 Flash	100%	$0.0001	3.1s
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
Gemma 4 26B	100%	$0.0002	2.6s

	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 3.1 Flash Lite (Reasoning)	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%
Gemma 4 26B	100%	$0.0002	2.6s	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
123	Claude Opus 4.6 (Reasoning)	$0.013	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
142	Qwen3.6 Max Preview	$0.012	38.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
134	Gemini 3.1 Pro (Preview)	$0.014	12.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
141	Z.AI GLM 5.1	$0.0068	44.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	Z.AI GLM 5 Turbo	$0.0030	9.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Claude Sonnet 4.6 (Reasoning)	$0.0079	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Grok 4.3 (Reasoning)	$0.0027	7.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	GPT-5.4 (Reasoning)	$0.0049	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	GPT-5 Mini	$0.0014	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	GPT-5.5 (Reasoning, Low)	$0.0077	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
120	Claude Opus 4.6	$0.012	5.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
115	MoonshotAI: Kimi K2.6	$0.0044	20.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	GPT-5	$0.0054	9.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
139	Qwen 3.5 397B A17B	$0.0066	40.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
129	Gemma 4 31B (Reasoning)	$0.0005	37.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
121	Qwen 3.5 122B	$0.0074	15.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
127	Qwen 3.5 Plus (2026-04-20)	$0.0044	23.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
128	Gemma 4 26B (Reasoning)	$0.0007	34.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	Grok 4.20 (Beta, Reasoning)	$0.0035	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	GPT-5.4 (Reasoning, Low)	$0.0038	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Grok 4.20 (Reasoning)	$0.0027	6.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
140	Z.AI GLM 5	$0.0049	44.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	Claude Sonnet 4.6	$0.0071	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	MoonshotAI: Kimi K2.5	$0.0026	14.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
133	Qwen 3.5 27B	$0.0066	27.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	ByteDance Seed 1.6	$0.0020	20.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	Qwen 3.6 Flash	$0.0025	7.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	GPT-5.4 Mini (Reasoning)	$0.0012	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Gemini 3 Flash (Preview, Reasoning)	$0.0039	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	o4 Mini High	$0.0047	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	DeepSeek V4 Pro (Reasoning)	$0.0010	21.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
130	Claude Opus 4.7	$0.018	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
119	Qwen 3.6 27B	$0.0051	19.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
117	Claude Opus 4.5	$0.012	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Grok 4.1 Fast	$0.0004	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Aion 2.0	$0.0020	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
135	Z.AI GLM 4.6	$0.0023	36.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	GPT-5.5	$0.010	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	Qwen 3.6 35B	$0.0017	11.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	DeepSeek V4 Flash (Reasoning)	$0.0001	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
137	Gemini 3 Pro (Preview)	$0.018	13.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	Claude Sonnet 4	$0.0072	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
138	Z.AI GLM 4.7	$0.0022	49.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	GPT-4.1	$0.0021	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	o4 Mini	$0.0036	7.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
113	Grok 4	$0.0086	10.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	Claude Sonnet 4.5	$0.0070	4.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
122	Qwen 3.5 35B	$0.0060	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
145	Claude Opus 4	$0.035	8.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	Xiaomi MIMO v2.5 Pro	$0.0012	5.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Stealth: Hunter Alpha	$0.0000	19.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	Gemma 4 31B	$0.0003	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	GPT-OSS 120B	$0.0003	9.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Gemini 3.1 Flash Lite (Reasoning)	$0.0005	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
114	Qwen 3.5 Flash	$0.0015	25.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Z.AI GLM 4.5	$0.0006	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Grok 4 Fast	$0.0003	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
136	Qwen 3.5 9B	$0.0006	41.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Qwen 3.5 Plus (2026-02-15)	$0.0009	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	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%
20	Gemma 4 26B	$0.0002	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Gemini 3.1 Flash Lite	$0.0005	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	GPT-5.4 Mini (Reasoning, Low)	$0.0010	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Mistral Large 3	$0.0010	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
125	GPT-4o, May 13th (temp=0)	$0.0089	14.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Gemini 3 Flash (Preview)	$0.0011	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	Xiaomi MIMO v2.5	$0.0006	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	DeepSeek-V2 Chat	$0.0003	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	Z.AI GLM 4.7 Flash	$0.0005	18.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Nemotron 3 Super	$0.0000	5.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	GPT-5.4	$0.0028	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	Claude 3.5 Sonnet	$0.0068	13.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	Grok 4.20 (Beta)	$0.0013	865ms	100%	100	100	100	100	100	100	100	100	100	100	100%
146	GPT-4o, May 13th (temp=1)	$0.0091	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
52	DeepSeek V3 (2024-12-26)	$0.0006	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	GPT-4.1 Mini	$0.0005	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Z.AI GLM 4.5 Air	$0.0005	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Hermes 3 405B	$0.0000	12.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	DeepSeek V4 Pro	$0.0016	16.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	GPT-4o, Aug. 6th (temp=1)	$0.0049	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	GPT-5 Nano	$0.0005	11.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	GPT-4o, Aug. 6th (temp=0)	$0.0049	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	GPT-5.4 Mini	$0.0010	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Mistral Large 2	$0.0041	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Mistral Small 4 (Reasoning)	$0.0004	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	DeepSeek V3.1	$0.0007	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	DeepSeek V3.2	$0.0005	10.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	Qwen 3 32B	$0.0003	6.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	DeepSeek V4 Flash	$0.0001	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	DeepSeek V3 (2025-03-24)	$0.0004	7.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Grok 4.20	$0.0022	2.3s	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%
144	Mistral Large	$0.017	33.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Qwen3 235B A22B Instruct 2507	$0.0002	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	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%
143	GPT-4o Mini (temp=1)	$0.0003	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
57	Grok 4.3	$0.0022	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Mistral Small 3.2 24B	$0.0002	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Gemma 3 12B	$0.0001	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Llama 3.1 70B	$0.0015	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
118	GPT-4o Mini (temp=0)	$0.0003	29.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Gemma 3 27B	$0.0002	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Mistral Medium 3.1	$0.0009	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Nemotron 3 Nano	$0.0002	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	Qwen 2.5 72B	$0.0007	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Llama 3.1 Nemotron 70B	$0.0006	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	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%
59	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%
13	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%
126	Claude 3 Haiku	$0.0006	31.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	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%
51	LFM2 24B	$0.0001	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	GPT-5.1	$0.0027	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	MiniMax M2.7	$0.0006	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Gemini 2.5 Pro	$0.0083	6.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
132	ByteDance Seed 2.0 Mini	$0.0008	38.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Gemini 2.5 Flash Lite (Reasoning)	$0.0004	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	Claude Haiku 4.5	$0.0024	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
124	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%
98	Claude 3.7 Sonnet	$0.0071	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	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%
31	Arcee AI: Trinity Large (Preview)	$0.0000	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Arcee AI: Trinity Mini	$0.0001	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
131	Claude Opus 4.7 (Reasoning)	$0.018	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Stealth: Aurora Alpha	—	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	GPT-5.4 Nano (Reasoning)	$0.0004	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Gemini 2.5 Flash	$0.0005	978ms	100%	100	100	100	100	100	100	100	100	100	100	100%
14	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%
73	MiniMax M2.5	$0.0007	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Gemini 2.5 Flash (Reasoning)	$0.0014	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	Mistral NeMO	$0.0003	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	WizardLM 2 8x22b	$0.0015	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Llama 3.1 8B	$0.0003	1.1s	99%	100	100	100	100	100	100	100	100	100	98	100%
116	GPT-5.5 (Reasoning)	$0.011	4.3s	99%	100	100	100	100	100	100	100	100	100	98	100%
19	Ministral 3B	$0.0001	741ms	99%	100	100	100	100	100	100	100	100	100	98	100%
40	Ministral 8B	$0.0002	792ms	99%	100	100	100	100	100	100	100	100	98	98	100%
86	GPT-5.2	$0.0031	2.9s	99%	100	100	100	100	100	100	100	100	98	98	100%
147	Rocinante 12B	$0.0005	9.5s	41%	100	100	100	100	100	100	98	98	77	2	88%
99.90%