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Data extraction

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Performance Score Distribution (Top 20)

Click a model name to view its detail page.

	Score
Claude Opus 5.5 (Reasoning)	100%
Qwen 3.8 Max (Reasoning, XHigh)	100%
Gemini 3.8 Flash (Reasoning, Medium)	100%
Z.AI GLM 5.3 (Reasoning, Max)	100%
GPT-5.6 Sol (Reasoning, Medium)	100%
Claude Opus 4.6 (Reasoning)	100%
Gemini 3.6 Flash (Reasoning)	100%
Gemini 3.7 Flash (Reasoning, Medium)	100%
Hy4 Preview (Reasoning, High)	100%
Muse Spark 1.2 (Reasoning, Medium)	100%
Qwen 3.7 Max	100%
DeepSeek V4.1 Flash (Reasoning, High)	100%
Z.AI GLM 5.3 Flash (Reasoning, Max)	100%
Qwen 3.8 Flash (Reasoning)	100%
Grok 4.5 (Reasoning, High)	100%
Gemini 3.1 Pro (Preview)	100%
Muse Spark 1.3 (Reasoning, Medium)	100%
GPT-6 Luna (Reasoning, High)	100%
GPT-5.4 (Reasoning)	100%
Muse Spark 1.1 (Reasoning, Medium)	100%

	Score	Cost	Time
Gemma 3 4B	100%	$0.0000	261ms
Mistral NeMO	100%	$0.0000	647ms
Ministral 3B	100%	$0.0000	267ms
Ministral 8B	100%	$0.0000	282ms
Ministral 3 3B	100%	$0.0000	656ms
Ministral 3 8B	100%	$0.0000	377ms
Mistral Small 3.2 24B	100%	$0.0000	361ms
Ministral 3 14B	100%	$0.0000	438ms
Gemini 2.5 Flash Lite	100%	$0.0000	345ms
Gemma 3 12B	100%	$0.0000	327ms
Gemini 3.5 Flash Lite (Reasoning, Minimal)	100%	$0.0000	355ms
Mistral Small 4	100%	$0.0000	441ms
Gemma 3 27B	100%	$0.0000	467ms
Gemini 3.5 Flash Lite (Reasoning)	100%	$0.0000	413ms
Gemma 4 31B	100%	$0.0000	1.2s
Mistral Medium 3.1	100%	$0.0000	1.0s
Cydonia 24B V4.1	100%	$0.0000	277ms
Gemini 2.5 Flash	100%	$0.0000	466ms
Mistral Large 3	100%	$0.0000	480ms
DeepSeek V3 (2024-12-26)	100%	$0.0000	975ms

	Score	Cost	Speed	Stability
Gemma 3 4B	100%	$0.0000	261ms	100%
Ministral 3B	100%	$0.0000	267ms	100%
Ministral 8B	100%	$0.0000	282ms	100%
Gemma 3 12B	100%	$0.0000	327ms	100%
Gemini 2.5 Flash Lite	100%	$0.0000	345ms	100%
Mistral Small 3.2 24B	100%	$0.0000	361ms	100%
Ministral 3 8B	100%	$0.0000	377ms	100%
Gemini 3.5 Flash Lite (Reasoning, Minimal)	100%	$0.0000	355ms	100%
Cydonia 24B V4.1	100%	$0.0000	277ms	100%
Gemini 3.5 Flash Lite (Reasoning)	100%	$0.0000	413ms	100%
Ministral 3 14B	100%	$0.0000	438ms	100%
Mistral Small 4	100%	$0.0000	441ms	100%
Gemma 3 27B	100%	$0.0000	467ms	100%
Gemini 2.5 Flash	100%	$0.0000	466ms	100%
Mistral Large 3	100%	$0.0000	480ms	100%
GPT-5.4 Nano	100%	$0.0000	548ms	100%
Inception Mercury 2	100%	$0.0001	350ms	100%
Ministral 3 3B	100%	$0.0000	656ms	100%
Mistral NeMO	100%	$0.0000	647ms	100%
Mistral Large 2	100%	$0.0001	283ms	100%

Median	Evaluator	Top 3	Flop 3
100.0%	Matches Regex	100Arcee AI: Trinity Mini 100DeepSeek V3 (2025-03-24) 100Gemma 4 26B (Reasoning)	—
100.0%	Matches text	100Claude Sonnet 5 (Reasoning, Low) 100ByteDance Seed 2.0 Lite 100DeepSeek V4 Flash (Reasoning)	10Llama 3.1 70B 20Grok 4.20 (Reasoning) 30WizardLM 2 8x22b

Data extraction

Guess the pet

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
144	Claude Opus 5.5 (Reasoning)	$0.0010	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
103	Qwen 3.8 Max (Reasoning, XHigh)	$0.0005	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Gemini 3.8 Flash (Reasoning, Medium)	$0.0008	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
113	Z.AI GLM 5.3 (Reasoning, Max)	$0.0004	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	GPT-5.6 Sol (Reasoning, Medium)	$0.0004	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
135	Claude Opus 4.6 (Reasoning)	$0.0012	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
150	Gemini 3.6 Flash (Reasoning)	$0.0018	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
159	Gemini 3.7 Flash (Reasoning, Medium)	$0.0006	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
171	Hy4 Preview (Reasoning, High)	$0.0009	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
153	Muse Spark 1.2 (Reasoning, Medium)	$0.0015	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
177	Qwen 3.7 Max	$0.0027	6.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	DeepSeek V4.1 Flash (Reasoning, High)	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	Z.AI GLM 5.3 Flash (Reasoning, Max)	$0.0000	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
163	Qwen 3.8 Flash (Reasoning)	$0.0000	10.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
155	Grok 4.5 (Reasoning, High)	$0.0015	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
173	Gemini 3.1 Pro (Preview)	$0.0025	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
174	Muse Spark 1.3 (Reasoning, Medium)	$0.0015	9.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	GPT-6 Luna (Reasoning, High)	$0.0000	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
104	GPT-5.4 (Reasoning)	$0.0006	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
139	Muse Spark 1.1 (Reasoning, Medium)	$0.0013	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
164	Z.AI GLM 5.1	$0.0010	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
184	Qwen 3.6 Max Preview	$0.0037	15.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
131	GPT-5.5 (Reasoning, Medium)	$0.0012	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Claude Sonnet 4.6 (Reasoning)	$0.0007	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
141	Z.AI GLM 5.2 (Reasoning, High)	$0.0008	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
157	Gemini 3.5 Flash (Reasoning)	$0.0020	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
120	Z.AI GLM 5 Turbo	$0.0007	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
138	Kimi K3 (Reasoning, High)	$0.0010	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
188	Qwen 3.8 27B (Reasoning, XHigh)	$0.0053	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
168	Grok 4.6 (Reasoning, High)	$0.0020	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	GPT-6 Sol (Reasoning, Medium)	$0.0002	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
127	Grok 4.7 (Reasoning, High)	$0.0011	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
130	Kimi K2.6	$0.0005	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	Claude Opus 4.7 (Reasoning)	$0.0006	916ms	100%	100	100	100	100	100	100	100	100	100	100	100%
121	GPT-5.5 (Reasoning, Low)	$0.0010	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	GPT-5.6 Terra (Reasoning, Medium)	$0.0002	870ms	100%	100	100	100	100	100	100	100	100	100	100	100%
50	GPT-6 Luna (Reasoning, Medium)	$0.0000	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Claude Opus 4.8 (Reasoning)	$0.0005	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
94	Claude Opus 4.6	$0.0004	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
142	Kimi K3 (Reasoning, Low)	$0.0010	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
149	Claude Opus 5 (Reasoning, Low)	$0.0011	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
145	Aion 3.5 (Reasoning, High)	$0.0008	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	Claude Opus 4.8 (Reasoning, Low)	$0.0005	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Xiaomi MIMO v2.6 Pro	$0.0000	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
137	GPT-5	$0.0012	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
118	Muse Spark 1.1 (Reasoning, Minimal)	$0.0009	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
96	GPT-5 Mini	$0.0002	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
148	Claude Opus 5 (Reasoning)	$0.0011	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
181	Qwen 3.5 397B A17B	$0.0017	14.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
180	Grok 4.3 (Reasoning)	$0.0010	17.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
126	Grok 4.5 (Reasoning, Low)	$0.0011	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	GPT-5.4 (Reasoning, Low)	$0.0004	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
160	Kimi K2.5	$0.0008	6.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
117	Thinking Machines Inkling (Reasoning)	$0.0003	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	GPT-5.6 Sol	$0.0004	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	GPT-5.1	$0.0003	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Claude Sonnet 4.6	$0.0002	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	GPT-5.6 Luna (Reasoning, Medium)	$0.0001	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	MiniMax M3	$0.0001	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	Claude Sonnet 5 (Reasoning)	$0.0002	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
156	Qwen 3.5 122B	$0.0015	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
75	DeepSeek V4 Pro 0813 (Reasoning, High)	$0.0003	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Claude Sonnet 5 (Reasoning, Low)	$0.0002	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	GPT-6 Sol	$0.0002	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
175	Qwen 3.5 27B	$0.0018	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Claude Opus 5	$0.0005	2.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	Gemini 3 Flash (Preview, Reasoning)	$0.0005	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Claude Opus 4.7	$0.0006	983ms	100%	100	100	100	100	100	100	100	100	100	100	100%
65	GPT-5.4 Mini (Reasoning)	$0.0002	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
166	Qwen 3.5 Plus (2026-04-20)	$0.0009	8.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
151	Gemma 4 31B (Reasoning)	$0.0001	8.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	Claude Opus 4.5	$0.0004	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
169	Z.AI GLM 5	$0.0012	8.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	ByteDance Seed 1.6	$0.0002	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
88	GPT-5.2	$0.0005	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	GPT-5.5	$0.0004	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
125	Qwen 3.6 Flash	$0.0008	3.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
123	DeepSeek V4 Pro (Reasoning)	$0.0002	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
136	Gemma 4 26B (Reasoning)	$0.0001	7.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	Muse Glimmer 30B (Reasoning, Medium)	$0.0002	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
134	Aion 3.0	$0.0009	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
112	o4 Mini High	$0.0005	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	Z.AI GLM 5.3 Flash (Reasoning, Low)	$0.0000	2.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
99	Qwen 3.7 Flash (Reasoning)	$0.0001	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
178	Gemini 2.5 Pro	$0.0035	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
172	Qwen 3.6 27B	$0.0015	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	GPT-5.6 Terra	$0.0002	635ms	100%	100	100	100	100	100	100	100	100	100	100	100%
46	DeepSeek V4 Flash (Reasoning)	$0.0000	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
143	DeepSeek V4 Flash 0731 (Reasoning, High)	$0.0000	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
176	Z.AI GLM 4.7	$0.0005	14.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
133	Qwen 3.6 35B	$0.0006	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
182	Z.AI GLM 4.6	$0.0009	19.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Claude Sonnet 4	$0.0002	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	Claude Sonnet 4.5	$0.0002	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Thinking Machines Inkling Small (Reasoning, High)	$0.0001	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Claude Sonnet 5	$0.0002	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
115	Xiaomi MIMO v2.6 Flash	$0.0000	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
162	Claude Opus 4	$0.0011	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
158	Qwen 3.5 35B	$0.0013	4.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	GPT-4.1	$0.0001	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
119	MiniMax M2.5	$0.0003	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	Gemini 3.6 Flash (Reasoning, Minimal)	$0.0001	595ms	100%	100	100	100	100	100	100	100	100	100	100	100%
154	Aion 2.0	$0.0005	7.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	o4 Mini	$0.0004	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
124	MiniMax M2.7	$0.0002	5.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Qwen 3.5 Plus (2026-02-15)	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
132	Xiaomi MIMO v2.5 Pro	$0.0005	4.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Gemini 3.1 Flash Lite (Reasoning)	$0.0000	661ms	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Gemini 3.5 Flash (Reasoning, Minimal)	$0.0001	797ms	100%	100	100	100	100	100	100	100	100	100	100	100%
114	ByteDance Seed 2.0 Mini	$0.0000	4.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
98	Qwen 3.5 Flash	$0.0002	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Gemini 3 Flash (Preview)	$0.0000	771ms	100%	100	100	100	100	100	100	100	100	100	100	100%
23	Gemini 3.1 Flash Lite (Preview)	$0.0000	703ms	100%	100	100	100	100	100	100	100	100	100	100	100%
39	Gemma 4 31B	$0.0000	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	Gemini 3.1 Flash Lite	$0.0000	717ms	100%	100	100	100	100	100	100	100	100	100	100	100%
30	GPT-5.6 Luna	$0.0001	637ms	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Z.AI GLM 4.5	$0.0000	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
62	Gemma 4 26B	$0.0000	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
110	GPT-OSS 120B	$0.0000	4.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Gemini 3.5 Flash Lite (Reasoning, Minimal)	$0.0000	355ms	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Gemini 3.5 Flash Lite (Reasoning)	$0.0000	413ms	100%	100	100	100	100	100	100	100	100	100	100	100%
40	GPT-5.4	$0.0002	526ms	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Mistral Large 3	$0.0000	480ms	100%	100	100	100	100	100	100	100	100	100	100	100%
81	ByteDance Seed 2.0 Lite	$0.0001	2.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
102	Gemini 2.5 Flash (Reasoning)	$0.0005	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	DeepSeek-V2 Chat	$0.0000	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
161	Qwen 3.5 9B	$0.0001	9.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
129	Xiaomi MIMO v2.5	$0.0007	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	GPT-6 Luna	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
152	Aion 3.0 Mini	$0.0004	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	GPT-5.4 Mini (Reasoning, Low)	$0.0001	945ms	100%	100	100	100	100	100	100	100	100	100	100	100%
58	Claude Haiku 4.5	$0.0001	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Gemini 2.5 Flash Lite (Reasoning)	$0.0000	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
32	DeepSeek V3 (2024-12-26)	$0.0000	975ms	100%	100	100	100	100	100	100	100	100	100	100	100%
42	DeepSeek V3.1	$0.0000	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
101	DeepSeek V3.2	$0.0000	3.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
140	Z.AI GLM 4.7 Flash	$0.0001	7.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	GPT-4o, Aug. 6th (temp=0)	$0.0001	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
146	DeepSeek V4 Pro	$0.0001	7.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
95	DeepSeek V4 Flash	$0.0000	3.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	Inception Mercury 2	$0.0001	350ms	100%	100	100	100	100	100	100	100	100	100	100	100%
116	Nemotron 3 Super	$0.0000	4.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	Mistral Large 2	$0.0001	283ms	100%	100	100	100	100	100	100	100	100	100	100	100%
47	GPT-4.1 Mini	$0.0000	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
49	GPT-4o, Aug. 6th (temp=1)	$0.0001	946ms	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Grok 4.20	$0.0001	499ms	100%	100	100	100	100	100	100	100	100	100	100	100%
108	Hermes 3 405B	$0.0000	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
147	Z.AI GLM 4.5 Air	$0.0003	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Gemini 2.5 Flash	$0.0000	466ms	100%	100	100	100	100	100	100	100	100	100	100	100%
26	GPT-5.4 Mini	$0.0001	582ms	100%	100	100	100	100	100	100	100	100	100	100	100%
97	GPT-5 Nano	$0.0001	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
56	GPT-5.4 Nano (Reasoning)	$0.0000	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
167	Laguna S 2.1	$0.0001	11.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Gemini 2.5 Flash Lite	$0.0000	345ms	100%	100	100	100	100	100	100	100	100	100	100	100%
72	Mistral Small 4 (Reasoning)	$0.0001	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
122	Qwen 3 32B	$0.0001	5.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
165	Writer: Palmyra X5	$0.0002	10.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Qwen 3 235B A22B Instruct 2507	$0.0000	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	Grok 4.3	$0.0001	969ms	100%	100	100	100	100	100	100	100	100	100	100	100%
128	GPT-4o Mini (temp=1)	$0.0000	6.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-5.4 Nano (Reasoning, Low)	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Small 3.2 24B	$0.0000	361ms	100%	100	100	100	100	100	100	100	100	100	100	100%
179	GPT-4o Mini (temp=0)	$0.0000	20.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	Mistral Medium 3.1	$0.0000	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Gemma 3 12B	$0.0000	327ms	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Gemma 3 27B	$0.0000	467ms	100%	100	100	100	100	100	100	100	100	100	100	100%
63	Laguna XS 2.1	$0.0000	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Mistral Small 4	$0.0000	441ms	100%	100	100	100	100	100	100	100	100	100	100	100%
109	Nemotron 3 Nano	$0.0000	4.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Qwen 2.5 72B	$0.0000	595ms	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Cydonia 24B V4.1	$0.0000	277ms	100%	100	100	100	100	100	100	100	100	100	100	100%
16	GPT-5.4 Nano	$0.0000	548ms	100%	100	100	100	100	100	100	100	100	100	100	100%
57	ByteDance Seed 1.6 Flash	$0.0001	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Ministral 3 14B	$0.0000	438ms	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Ministral 3 8B	$0.0000	377ms	100%	100	100	100	100	100	100	100	100	100	100	100%
27	GPT-4.1 Nano	$0.0000	846ms	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Hermes 3 70B	$0.0000	701ms	100%	100	100	100	100	100	100	100	100	100	100	100%
41	Arcee AI: Trinity Mini	$0.0000	1.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Gemma 3 4B	$0.0000	261ms	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Ministral 3 3B	$0.0000	656ms	100%	100	100	100	100	100	100	100	100	100	100	100%
19	Mistral NeMO	$0.0000	647ms	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Ministral 8B	$0.0000	282ms	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Ministral 3B	$0.0000	267ms	100%	100	100	100	100	100	100	100	100	100	100	100%
170	DeepSeek V3 (2025-03-24)	$0.0000	1.7s	70%	100	100	100	100	100	100	100	100	100	50	95%
183	Aion 3.5 Mini (Reasoning, High)	$0.0005	11.3s	60%	100	100	100	100	100	100	100	100	50	50	90%
185	Thinking Machines Inkling	$0.0001	756ms	38%	100	100	100	100	100	50	50	50	50	50	75%
189	WizardLM 2 8x22b	$0.0001	7.1s	27%	100	100	100	50	50	50	50	50	50	50	65%
186	Cohere Command R+ (Aug. 2024)	$0.0001	332ms	27%	100	100	100	50	50	50	50	50	50	50	65%
190	Grok 4.20 (Reasoning)	$0.0014	5.8s	30%	100	100	50	50	50	50	50	50	50	50	60%
187	Llama 3.1 70B	$0.0001	411ms	35%	100	50	50	50	50	50	50	50	50	50	55%
98.97%