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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%
GPT-5.4 (Reasoning)	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%
GPT-5.4 Mini (Reasoning)	100%
o4 Mini High	100%
Claude Opus 4.5	100%
Gemini 3 Pro (Preview)	100%
GPT-4.1	100%
Grok 4	100%
Qwen 3.5 35B	100%

	Score	Cost	Time
Stealth: Aurora Alpha	99%	—	5.6s
Ministral 3 3B	100%	$0.0002	1.4s
GPT-4.1 Nano	100%	$0.0002	3.0s
Mistral Small Creative	100%	$0.0003	1.9s
Inception Mercury	100%	$0.0004	1.4s
Gemma 3 4B	100%	$0.0001	3.2s
Llama 3.1 8B	98%	$0.0004	1.4s
LFM2 24B	100%	$0.0001	4.8s
Mistral Small 3.2 24B	100%	$0.0002	3.4s
Stealth: Healer Alpha	100%	$0.0000	5.6s
Ministral 3 14B	100%	$0.0004	2.6s
Gemini 2.5 Flash Lite	84%	$0.0003	1.5s
Grok 4.1 Fast	100%	$0.0004	3.6s
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0006	1.8s
Nemotron 3 Super	100%	$0.0000	9.1s
GPT-5.4 Nano	100%	$0.0006	1.9s
Gemini 3.1 Flash Lite (Preview)	100%	$0.0007	1.6s
GPT-4.1 Mini	100%	$0.0006	3.8s
Grok 4 Fast	100%	$0.0005	3.8s
Inception Mercury 2	99%	$0.0008	1.1s

	Score	Cost	Speed	Stability
Mistral Small Creative	100%	$0.0003	1.9s	100%
Ministral 3 3B	100%	$0.0002	1.4s	99%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0007	1.6s	100%
Inception Mercury	100%	$0.0004	1.4s	99%
GPT-4.1 Nano	100%	$0.0002	3.0s	100%
Mistral Small 3.2 24B	100%	$0.0002	3.4s	100%
Grok 4.1 Fast	100%	$0.0004	3.6s	100%
Gemma 3 4B	100%	$0.0001	3.2s	99%
Grok 4 Fast	100%	$0.0005	3.8s	100%
GPT-5.4 Nano (Reasoning, Low)	100%	$0.0006	1.8s	99%
GPT-4.1 Mini	100%	$0.0006	3.8s	100%
Ministral 3 14B	100%	$0.0004	2.6s	99%
GPT-5.4 Nano	100%	$0.0006	1.9s	99%
Stealth: Healer Alpha	100%	$0.0000	5.6s	100%
GPT-5.4 Mini	100%	$0.0017	2.2s	100%
Grok 4.20 (Beta)	100%	$0.0020	1.5s	100%
GPT-5.4 Nano (Reasoning)	100%	$0.0007	2.8s	99%
LFM2 24B	100%	$0.0001	4.8s	99%
Gemini 3 Flash (Preview)	100%	$0.0015	2.6s	100%
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0019	2.1s	100%

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10 sentence summary

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
90	Claude Opus 4.6 (Reasoning)	$0.018	9.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	Gemini 3.1 Pro (Preview)	$0.026	22.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	Z.AI GLM 5 Turbo	$0.0048	12.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	GPT-5.4 (Reasoning)	$0.0089	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	GPT-5	$0.0084	16.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	Qwen 3.5 397B A17B	$0.011	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
81	Qwen 3.5 122B	$0.010	23.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Grok 4.20 (Beta, Reasoning)	$0.0053	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	GPT-5.4 (Reasoning, Low)	$0.0060	6.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Z.AI GLM 5	$0.0062	31.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	Claude Sonnet 4.6	$0.0098	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	MoonshotAI: Kimi K2.5	$0.0046	36.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	Qwen 3.5 27B	$0.0077	30.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	GPT-5.4 Mini (Reasoning)	$0.0023	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	o4 Mini High	$0.0079	18.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Claude Opus 4.5	$0.016	8.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Gemini 3 Pro (Preview)	$0.019	11.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-4.1	$0.0030	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	Grok 4	$0.011	13.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Qwen 3.5 35B	$0.0085	28.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Qwen 3.5 Flash	$0.0017	28.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Grok 4 Fast	$0.0005	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
97	Qwen 3.5 9B	$0.0008	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
43	Qwen 3.5 Plus (2026-02-15)	$0.0012	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Stealth: Healer Alpha	$0.0000	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	GPT-5.4 Mini (Reasoning, Low)	$0.0019	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Nemotron 3 Super	$0.0000	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	GPT-5.4	$0.0054	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Grok 4.20 (Beta)	$0.0020	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	GPT-4.1 Mini	$0.0006	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	GPT-5 Nano	$0.0008	23.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	GPT-5.4 Mini	$0.0017	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Qwen3 235B A22B Instruct 2507	$0.0003	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	GPT-4o Mini (temp=1)	$0.0004	50.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Small 3.2 24B	$0.0002	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	GPT-4o Mini (temp=0)	$0.0004	52.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Claude Sonnet 4.6 (Reasoning)	$0.016	14.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	GPT-5 Mini	$0.0020	10.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Claude Opus 4.6	$0.017	11.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	ByteDance Seed 1.6	$0.0030	31.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Gemini 3 Flash (Preview, Reasoning)	$0.0055	9.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Grok 4.1 Fast	$0.0004	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Aion 2.0	$0.0026	19.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Z.AI GLM 4.7	$0.0036	1.8m	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Gemini 2.5 Pro	$0.011	9.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
109	Claude Opus 4	$0.047	15.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 3.1 Flash Lite (Preview)	$0.0007	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Claude Haiku 4.5	$0.0033	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Z.AI GLM 4.7 Flash	$0.0007	34.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	ByteDance Seed 2.0 Lite	$0.0047	51.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	Z.AI GLM 4.6	$0.0029	41.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Claude Sonnet 4	$0.0096	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Llama 3.1 Nemotron 70B	$0.0007	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Stealth: Hunter Alpha	$0.0000	29.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Gemini 2.5 Flash Lite (Reasoning)	$0.0006	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	DeepSeek V3.2	$0.0005	22.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Z.AI GLM 4.5	$0.0008	5.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	Claude 3.5 Sonnet	$0.0087	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	GPT-4o, Aug. 6th (temp=1)	$0.0062	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	GPT-4.1 Nano	$0.0002	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	GPT-4o, May 13th (temp=0)	$0.011	42.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Claude 3.5 Haiku	$0.0025	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	DeepSeek V3.1	$0.0006	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Mistral Small Creative	$0.0003	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	Gemini 3 Flash (Preview)	$0.0015	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
50	GPT-4o, Aug. 6th (temp=0)	$0.0063	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	ByteDance Seed 1.6 Flash	$0.0004	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Gemma 3 12B	$0.0002	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Gemma 3 27B	$0.0002	8.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Mistral Small 4 (Reasoning)	$0.0007	6.7s	99%	100	100	100	100	100	100	100	100	100	98	100%
48	DeepSeek V3 (2025-03-24)	$0.0006	15.1s	99%	100	100	100	100	100	100	100	100	100	98	100%
99	ByteDance Seed 2.0 Mini	$0.0012	1.1m	99%	100	100	100	100	100	100	100	100	100	98	100%
71	GPT-5.1	$0.0082	14.6s	99%	100	100	100	100	100	100	100	100	100	98	100%
57	o4 Mini	$0.0053	10.4s	99%	100	100	100	100	100	100	100	100	100	98	100%
39	Writer: Palmyra X5	$0.0026	5.1s	99%	100	100	100	100	100	100	100	100	100	98	100%
53	GPT-5.2	$0.0055	6.6s	99%	100	100	100	100	100	100	100	100	100	98	100%
78	GPT-4o, May 13th (temp=1)	$0.011	13.7s	99%	100	100	100	100	100	100	100	100	100	98	100%
18	LFM2 24B	$0.0001	4.8s	99%	100	100	100	100	100	100	100	100	100	98	100%
42	Nemotron 3 Nano	$0.0002	12.5s	99%	100	100	100	100	100	100	100	100	100	98	100%
8	Gemma 3 4B	$0.0001	3.2s	99%	100	100	100	100	100	100	100	100	100	98	100%
41	Gemini 2.5 Flash (Reasoning)	$0.0029	4.9s	99%	100	100	100	100	100	100	100	100	100	98	100%
4	Inception Mercury	$0.0004	1.4s	99%	100	100	100	100	100	100	100	100	100	98	100%
26	Mistral Large 3	$0.0012	5.1s	99%	100	100	100	100	100	100	100	100	100	98	100%
2	Ministral 3 3B	$0.0002	1.4s	99%	100	100	100	100	100	100	100	100	100	98	100%
17	GPT-5.4 Nano (Reasoning)	$0.0007	2.8s	99%	100	100	100	100	100	100	100	100	98	98	100%
10	GPT-5.4 Nano (Reasoning, Low)	$0.0006	1.8s	99%	100	100	100	100	100	100	100	100	98	98	100%
12	Ministral 3 14B	$0.0004	2.6s	99%	100	100	100	100	100	100	100	100	98	98	100%
13	GPT-5.4 Nano	$0.0006	1.9s	99%	100	100	100	100	100	100	100	98	98	98	100%
30	Mistral Medium 3.1	$0.0012	4.6s	98%	100	100	100	100	100	100	100	98	98	98	99%
54	DeepSeek-V2 Chat	$0.0003	17.1s	98%	100	100	100	100	100	100	98	98	98	98	99%
69	Claude Sonnet 4.5	$0.0090	6.8s	95%	100	100	100	100	100	100	100	100	100	92	99%
40	Llama 3.1 70B	$0.0016	2.9s	95%	100	100	100	100	100	100	100	100	100	92	99%
76	MiniMax M2.7	$0.0027	25.8s	95%	100	100	100	100	100	100	100	100	98	92	99%
27	Inception Mercury 2	$0.0008	1.1s	95%	100	100	100	100	100	100	100	100	98	92	99%
62	MiniMax M2.5	$0.0011	17.4s	95%	100	100	100	100	100	100	100	98	98	92	99%
45	Stealth: Aurora Alpha	—	5.6s	95%	100	100	100	100	100	100	98	98	98	92	99%
34	Llama 3.1 8B	$0.0004	1.4s	94%	100	100	100	100	100	100	100	100	92	92	98%
52	Qwen 2.5 72B	$0.0007	6.4s	93%	100	98	98	98	98	98	98	92	92	92	97%
59	Mistral Small 4	$0.0004	3.5s	85%	100	100	100	100	98	98	98	98	92	77	96%
87	Qwen 3 32B	$0.0004	12.1s	72%	100	100	100	100	100	100	100	100	98	54	95%
79	Cohere Command R+ (Aug. 2024)	$0.0058	3.7s	82%	100	98	98	98	98	98	92	92	77	77	93%
83	Mistral Large 2	$0.0047	4.9s	80%	100	100	98	98	98	92	92	92	77	77	93%
107	Mistral Large	$0.019	25.6s	76%	100	98	98	92	92	92	92	77	77	77	90%
102	DeepSeek V3 (2024-12-26)	$0.0008	9.7s	41%	100	100	100	100	100	100	100	100	92	2	89%
113	WizardLM 2 8x22b	$0.0017	57.7s	45%	100	100	100	98	98	98	98	98	77	9	88%
100	Ministral 3 8B	$0.0003	2.2s	52%	100	98	98	98	98	98	98	92	54	27	86%
96	Arcee AI: Trinity Large (Preview)	$0.0000	6.8s	63%	100	98	92	92	77	77	77	77	77	77	85%
103	Gemini 2.5 Flash Lite	$0.0003	1.5s	38%	100	100	100	100	100	98	92	92	54	0	84%
106	Hermes 3 405B	$0.0000	14.4s	42%	98	98	92	92	92	92	77	77	77	2	80%
104	Hermes 3 70B	$0.0007	8.8s	47%	100	100	100	100	92	92	77	54	54	27	80%
110	Claude 3 Haiku	$0.0007	29.1s	41%	100	100	100	100	77	77	77	54	54	27	77%
111	Claude 3.7 Sonnet	$0.0090	6.8s	43%	98	92	92	92	77	77	54	54	54	27	72%
112	Ministral 3B	$0.0001	1.8s	18%	100	100	98	98	92	77	77	27	0	0	67%
117	Rocinante 12B	$0.0006	22.8s	6%	100	100	92	92	77	27	2	0	0	0	49%
114	Ministral 8B	$0.0002	1.9s	13%	92	77	77	77	54	27	27	9	0	0	44%
116	Gemini 2.5 Flash	$0.0011	2.4s	7%	98	92	77	54	27	27	9	2	2	0	39%
115	Mistral NeMO	$0.0003	2.4s	19%	77	77	54	54	54	27	9	9	9	9	38%
118	Arcee AI: Trinity Mini	$0.0002	5.3s	0%	100	98	0	0	0	0	0	0	0	0	20%
95.31%