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Performance Score Distribution (Top 20)

Click a model name to view its detail page.

	Score
Gemini 3.1 Pro (Preview)	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%
GPT-5.4 (Reasoning, Low)	100%
Z.AI GLM 5	100%
MoonshotAI: Kimi K2.5	100%
ByteDance Seed 1.6	100%
GPT-5.2	100%
Z.AI GLM 4.7	100%
Qwen 3.5 35B	100%
Qwen 3.5 Flash	100%
Qwen 3.5 9B	100%
Qwen 3.5 Plus (2026-02-15)	100%
Mistral Large 3	100%
Gemini 3 Flash (Preview)	100%
Z.AI GLM 4.7 Flash	100%

	Score	Cost	Time
Inception Mercury	88%	$0.0007	3.3s
Mistral Small Creative	100%	$0.0006	6.9s
Ministral 3 14B	100%	$0.0005	9.4s
Gemini 3.1 Flash Lite (Preview)	93%	$0.0015	3.9s
Inception Mercury 2	90%	$0.0018	2.6s
Stealth: Aurora Alpha	94%	—	4.8s
Mistral Small 4	80%	$0.0009	10.1s
Grok 4.1 Fast	90%	$0.0008	10.3s
Gemma 3 4B	75%	$0.0002	13.1s
Mistral Small 3.2 24B	100%	$0.0004	30.4s
GPT-5.4 Nano (Reasoning)	80%	$0.0022	7.8s
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0038	4.0s
Gemini 3 Flash (Preview)	100%	$0.0036	7.1s
Mistral Large 3	100%	$0.0020	13.8s
DeepSeek V3.2	73%	$0.0006	39.6s
Grok 4.20 (Beta)	97%	$0.0045	2.5s
GPT-5.4 Mini	91%	$0.0039	4.0s
GPT-5.4 Nano	69%	$0.0014	9.4s
Mistral Medium 3.1	100%	$0.0027	20.2s
Llama 3.1 Nemotron 70B	100%	$0.0009	32.0s

	Score	Cost	Speed	Stability
Mistral Small Creative	100%	$0.0006	6.9s	100%
Ministral 3 14B	100%	$0.0005	9.4s	100%
Gemini 3 Flash (Preview)	100%	$0.0036	7.1s	100%
Mistral Large 3	100%	$0.0020	13.8s	100%
GPT-5.4 Mini (Reasoning, Low)	100%	$0.0038	4.0s	99%
Mistral Medium 3.1	100%	$0.0027	20.2s	100%
GPT-5 Mini	100%	$0.0039	17.2s	100%
GPT-5.4 Mini (Reasoning)	100%	$0.0074	8.8s	100%
Llama 3.1 Nemotron 70B	100%	$0.0009	32.0s	100%
Mistral Small 3.2 24B	100%	$0.0004	30.4s	99%
Qwen 3.5 Plus (2026-02-15)	100%	$0.0026	34.3s	100%
Z.AI GLM 5 Turbo	100%	$0.0081	21.5s	100%
GPT-5.4	100%	$0.014	15.2s	100%
GPT-5.4 (Reasoning, Low)	100%	$0.015	14.3s	100%
Grok 4.20 (Beta, Reasoning)	100%	$0.018	11.0s	100%
Grok 4.20 (Beta)	97%	$0.0045	2.5s	86%
Z.AI GLM 4.7 Flash	100%	$0.0018	1.1m	100%
GPT-5	100%	$0.017	26.0s	100%
MoonshotAI: Kimi K2.5	100%	$0.0078	57.9s	100%
Gemini 3 Flash (Preview, Reasoning)	100%	$0.018	29.5s	100%

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50 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
59	Gemini 3.1 Pro (Preview)	$0.077	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
7	GPT-5 Mini	$0.0039	17.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
26	GPT-5.1	$0.021	30.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Claude Opus 4.6	$0.043	27.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	GPT-5	$0.017	26.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Qwen 3.5 397B A17B	$0.043	4.9m	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Qwen 3.5 122B	$0.047	1.7m	100%	100	100	100	100	100	100	100	100	100	100	100%
14	GPT-5.4 (Reasoning, Low)	$0.015	14.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Z.AI GLM 5	$0.014	1.7m	100%	100	100	100	100	100	100	100	100	100	100	100%
19	MoonshotAI: Kimi K2.5	$0.0078	57.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	ByteDance Seed 1.6	$0.0064	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
25	GPT-5.2	$0.023	23.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Z.AI GLM 4.7	$0.0073	2.8m	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Qwen 3.5 35B	$0.023	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Qwen 3.5 Flash	$0.0050	1.2m	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Qwen 3.5 9B	$0.0019	2.6m	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Qwen 3.5 Plus (2026-02-15)	$0.0026	34.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Mistral Large 3	$0.0020	13.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 3 Flash (Preview)	$0.0036	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Z.AI GLM 4.7 Flash	$0.0018	1.1m	100%	100	100	100	100	100	100	100	100	100	100	100%
13	GPT-5.4	$0.014	15.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Medium 3.1	$0.0027	20.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Llama 3.1 Nemotron 70B	$0.0009	32.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Mistral Small Creative	$0.0006	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Ministral 3 14B	$0.0005	9.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	GPT-5.4 (Reasoning)	$0.028	27.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Grok 4.20 (Beta, Reasoning)	$0.018	11.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Gemini 3 Flash (Preview, Reasoning)	$0.018	29.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	ByteDance Seed 2.0 Mini	$0.0024	2.3m	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Claude Opus 4.6 (Reasoning)	$0.066	31.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Z.AI GLM 5 Turbo	$0.0081	21.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	GPT-5.4 Mini (Reasoning)	$0.0074	8.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	Gemini 3 Pro (Preview)	$0.046	28.3s	99%	100	100	100	100	100	100	100	100	100	98	100%
10	Mistral Small 3.2 24B	$0.0004	30.4s	99%	100	100	100	100	100	100	100	100	100	98	100%
40	Claude Sonnet 4.6 (Reasoning)	$0.047	34.5s	99%	100	100	100	100	100	100	100	100	100	98	100%
34	ByteDance Seed 2.0 Lite	$0.011	1.9m	99%	100	100	100	100	100	100	100	100	100	98	100%
22	o4 Mini High	$0.016	34.0s	99%	100	100	100	100	100	100	100	100	98	98	100%
5	GPT-5.4 Mini (Reasoning, Low)	$0.0038	4.0s	99%	100	100	100	100	100	100	100	100	98	98	100%
39	Gemini 2.5 Pro	$0.033	25.8s	87%	100	100	100	100	100	100	98	98	98	77	97%
16	Grok 4.20 (Beta)	$0.0045	2.5s	86%	100	100	100	100	100	98	98	98	98	77	97%
27	Stealth: Aurora Alpha	—	4.8s	82%	100	100	100	100	100	98	98	92	77	77	94%
24	Gemini 3.1 Flash Lite (Preview)	$0.0015	3.9s	79%	100	100	100	100	100	100	100	77	77	77	93%
43	MiniMax M2.7	$0.0064	1.3m	71%	100	100	100	100	100	100	100	92	77	54	92%
31	Gemma 3 27B	$0.0005	32.4s	71%	100	100	100	100	100	100	100	92	77	54	92%
44	o4 Mini	$0.012	29.8s	57%	100	100	100	100	100	100	100	100	92	27	92%
38	GPT-5.4 Mini	$0.0039	4.0s	56%	100	100	100	98	98	98	98	98	92	27	91%
32	Inception Mercury 2	$0.0018	2.6s	63%	100	100	100	100	100	100	98	98	54	54	90%
52	DeepSeek-V2 Chat	$0.0005	47.0s	40%	100	100	100	100	100	100	100	100	100	0	90%
45	Grok 4.1 Fast	$0.0008	10.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
47	Nemotron 3 Super	$0.0000	33.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
48	DeepSeek V3 (2025-03-24)	$0.0010	35.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
54	GPT-5 Nano	$0.0022	52.8s	40%	100	100	100	100	100	100	100	100	100	0	90%
60	Claude 3.5 Sonnet	$0.018	39.1s	40%	100	100	100	100	100	100	100	100	100	0	90%
55	Z.AI GLM 4.6	$0.0040	55.8s	40%	100	100	100	100	100	100	100	100	98	0	90%
42	Inception Mercury	$0.0007	3.3s	46%	100	100	100	100	100	100	100	92	77	9	88%
51	Qwen 3 32B	$0.0009	31.9s	40%	100	100	100	100	100	98	98	92	77	0	87%
50	Mistral Small 4 (Reasoning)	$0.0022	20.3s	40%	100	100	100	100	100	100	98	77	77	0	85%
53	Gemini 2.5 Flash Lite (Reasoning)	$0.0020	32.0s	40%	100	100	100	100	98	92	92	77	77	0	84%
62	Nemotron 3 Nano	$0.0009	1.0m	35%	100	100	100	100	100	100	98	77	27	9	81%
57	GPT-5.4 Nano (Reasoning)	$0.0022	7.8s	31%	100	100	100	100	100	100	100	77	27	0	80%
56	Mistral Small 4	$0.0009	10.1s	31%	100	100	100	100	100	100	98	77	27	0	80%
63	Claude Opus 4.5	$0.026	14.6s	36%	100	100	100	98	98	98	92	54	54	0	79%
61	Gemma 3 4B	$0.0002	13.1s	24%	100	100	100	100	100	100	92	54	9	0	75%
58	GPT-5.4 Nano (Reasoning, Low)	$0.0013	4.9s	32%	100	100	100	98	98	77	77	54	27	9	74%
67	Claude Sonnet 4.6	$0.021	18.5s	21%	100	100	98	98	98	92	92	54	0	0	73%
64	DeepSeek V3.2	$0.0006	39.6s	16%	100	100	100	100	100	100	100	27	0	0	73%
68	DeepSeek V3 (2024-12-26)	$0.0015	32.8s	9%	100	100	100	100	100	100	98	0	0	0	70%
65	GPT-5.4 Nano	$0.0014	9.4s	9%	100	100	100	100	100	98	92	0	0	0	69%
69	Claude Sonnet 4.5	$0.017	14.6s	20%	98	98	98	98	77	77	54	27	9	0	64%
116	Qwen 3.5 27B	$0.040	2.7m	8%	100	100	100	100	100	100	27	0	0	0	63%
81	Grok 4	$0.017	24.4s	2%	100	100	100	100	100	100	0	0	0	0	60%
82	Claude 3.7 Sonnet	$0.019	18.6s	2%	100	100	100	100	100	100	0	0	0	0	60%
70	Stealth: Healer Alpha	$0.0000	14.7s	5%	100	100	100	100	100	77	2	0	0	0	58%
66	Gemini 2.5 Flash Lite	$0.0005	3.4s	12%	100	98	98	92	77	54	54	2	0	0	58%
71	Gemini 2.5 Flash (Reasoning)	$0.0076	13.9s	15%	100	98	92	77	54	54	54	9	9	0	55%
78	Hermes 3 405B	$0.0000	34.2s	0%	100	100	100	100	100	0	0	0	0	0	50%
77	Qwen3 235B A22B Instruct 2507	$0.0006	28.9s	0%	100	100	100	100	100	0	0	0	0	0	50%
74	Grok 4 Fast	$0.0008	7.8s	0%	100	100	100	100	100	0	0	0	0	0	50%
72	Stealth: Hunter Alpha	$0.0000	24.5s	15%	100	92	77	77	77	54	9	9	0	0	50%
87	Aion 2.0	$0.0058	1.1m	2%	100	100	100	100	54	2	0	0	0	0	46%
76	GPT-4.1 Nano	$0.0007	20.3s	3%	100	100	100	77	77	0	0	0	0	0	45%
75	Gemini 2.5 Flash	$0.0018	3.5s	1%	100	100	98	98	27	9	0	0	0	0	43%
79	Llama 3.1 8B	$0.0005	3.3s	0%	100	100	100	100	0	0	0	0	0	0	40%
80	Ministral 8B	$0.0002	6.9s	0%	100	100	100	100	0	0	0	0	0	0	40%
84	GPT-4.1	$0.0090	13.4s	0%	100	100	98	98	0	0	0	0	0	0	40%
83	GPT-4.1 Mini	$0.0017	9.9s	3%	100	100	54	27	27	0	0	0	0	0	31%
95	Claude Sonnet 4	$0.021	23.1s	1%	100	92	77	27	9	0	0	0	0	0	31%
85	Llama 3.1 70B	$0.0020	6.2s	0%	100	100	100	0	0	0	0	0	0	0	30%
86	DeepSeek V3.1	$0.0016	9.7s	0%	98	92	77	2	0	0	0	0	0	0	27%
88	Gemma 3 12B	$0.0003	22.5s	0%	98	98	54	0	0	0	0	0	0	0	25%
89	ByteDance Seed 1.6 Flash	$0.0011	18.5s	1%	100	98	9	9	9	0	0	0	0	0	23%
94	MiniMax M2.5	$0.0025	35.2s	0%	100	100	0	0	0	0	0	0	0	0	20%
92	Writer: Palmyra X5	$0.0068	17.3s	0%	100	98	0	0	0	0	0	0	0	0	20%
102	Rocinante 12B	$0.0009	43.8s	0%	92	9	0	0	0	0	0	0	0	0	10%
93	Ministral 3 8B	$0.0005	8.0s	0%	100	0	0	0	0	0	0	0	0	0	10%
91	Ministral 3B	$0.0001	5.8s	0%	100	0	0	0	0	0	0	0	0	0	10%
90	Ministral 3 3B	$0.0002	3.1s	0%	92	2	2	0	0	0	0	0	0	0	10%
98	Z.AI GLM 4.5	$0.0027	21.6s	0%	77	2	0	0	0	0	0	0	0	0	8%
118	Claude Opus 4	$0.099	39.0s	0%	54	9	2	0	0	0	0	0	0	0	6%
109	Claude 3 Haiku	$0.0012	33.9s	0%	27	0	0	0	0	0	0	0	0	0	3%
103	Claude 3.5 Haiku	$0.0035	8.6s	0%	2	0	0	0	0	0	0	0	0	0	0%
115	GPT-4o Mini (temp=1)	$0.0005	1.1m	0%	0	0	0	0	0	0	0	0	0	0	0%
100	Arcee AI: Trinity Mini	$0.0003	7.7s	0%	0	0	0	0	0	0	0	0	0	0	0%
112	GPT-4o Mini (temp=0)	$0.0005	48.7s	0%	0	0	0	0	0	0	0	0	0	0	0%
104	Claude Haiku 4.5	$0.0042	6.7s	0%	0	0	0	0	0	0	0	0	0	0	0%
107	LFM2 24B	$0.0002	24.6s	0%	0	0	0	0	0	0	0	0	0	0	0%
110	Cohere Command R+ (Aug. 2024)	$0.0079	8.7s	0%	0	0	0	0	0	0	0	0	0	0	0%
111	WizardLM 2 8x22b	$0.0020	32.1s	0%	0	0	0	0	0	0	0	0	0	0	0%
113	GPT-4o, May 13th (temp=1)	$0.013	17.7s	0%	0	0	0	0	0	0	0	0	0	0	0%
97	Mistral NeMO	$0.0003	4.9s	0%	0	0	0	0	0	0	0	0	0	0	0%
114	GPT-4o, May 13th (temp=0)	$0.014	19.3s	0%	0	0	0	0	0	0	0	0	0	0	0%
117	Mistral Large	$0.025	47.6s	0%	0	0	0	0	0	0	0	0	0	0	0%
101	Qwen 2.5 72B	$0.0008	10.0s	0%	0	0	0	0	0	0	0	0	0	0	0%
108	GPT-4o, Aug. 6th (temp=1)	$0.0071	4.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
106	GPT-4o, Aug. 6th (temp=0)	$0.0064	3.8s	0%	0	0	0	0	0	0	0	0	0	0	0%
105	Mistral Large 2	$0.0049	5.4s	0%	0	0	0	0	0	0	0	0	0	0	0%
96	Arcee AI: Trinity Large (Preview)	$0.0000	5.6s	0%	0	0	0	0	0	0	0	0	0	0	0%
99	Hermes 3 70B	$0.0007	5.7s	0%	0	0	0	0	0	0	0	0	0	0	0%
63.56%