Fruits excluding citrus

Data extraction

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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%
Claude Sonnet 4.6 (Reasoning)	100%
GPT-5.4 (Reasoning)	100%
GPT-5 Mini	100%
GPT-5.1	100%
Claude Opus 4.6	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%
GPT-5.2	100%

	Score	Cost	Time
Ministral 3B	90%	$0.0000	344ms
Gemma 3 4B	100%	$0.0000	419ms
Ministral 3 3B	100%	$0.0000	387ms
Ministral 8B	90%	$0.0000	404ms
Gemini 2.5 Flash Lite	100%	$0.0000	368ms
Mistral Small Creative	100%	$0.0000	419ms
Mistral NeMO	100%	$0.0000	1.7s
Ministral 3 8B	100%	$0.0000	436ms
Ministral 3 14B	100%	$0.0000	608ms
Llama 3.1 8B	90%	$0.0000	575ms
Mistral Small 3.2 24B	100%	$0.0000	712ms
LFM2 24B	100%	$0.0000	2.0s
Inception Mercury	90%	$0.0000	542ms
Stealth: Aurora Alpha	100%	—	3.4s
Mistral Small 4	100%	$0.0000	532ms
Gemma 3 12B	100%	$0.0000	987ms
Gemma 3 27B	100%	$0.0000	1.1s
Arcee AI: Trinity Large (Preview)	70%	$0.0000	1.1s
Gemini 3.1 Flash Lite (Preview)	100%	$0.0000	742ms
GPT-5.4 Nano	100%	$0.0000	1.1s

	Score	Cost	Speed	Stability
Gemma 3 4B	100%	$0.0000	419ms	100%
Ministral 3 3B	100%	$0.0000	387ms	100%
Gemini 2.5 Flash Lite	100%	$0.0000	368ms	100%
Mistral Small Creative	100%	$0.0000	419ms	100%
Ministral 3 8B	100%	$0.0000	436ms	100%
Mistral Small 4	100%	$0.0000	532ms	100%
Ministral 3 14B	100%	$0.0000	608ms	100%
Mistral Small 3.2 24B	100%	$0.0000	712ms	100%
Gemini 3.1 Flash Lite (Preview)	100%	$0.0000	742ms	100%
Mistral Medium 3.1	100%	$0.0001	559ms	100%
Gemma 3 12B	100%	$0.0000	987ms	100%
Mistral Large 3	100%	$0.0001	643ms	100%
Gemma 3 27B	100%	$0.0000	1.1s	100%
Gemini 3 Flash (Preview)	100%	$0.0001	832ms	100%
Llama 3.1 70B	100%	$0.0001	683ms	100%
Qwen 2.5 72B	100%	$0.0000	1.1s	100%
GPT-5.4 Nano	100%	$0.0000	1.1s	100%
Inception Mercury 2	100%	$0.0002	489ms	100%
DeepSeek V3 (2024-12-26)	100%	$0.0001	1.3s	100%
GPT-5.4 Mini	100%	$0.0002	743ms	100%

Data extraction

Fruits excluding citrus

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
94	Claude Opus 4.6 (Reasoning)	$0.0044	3.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
105	Gemini 3.1 Pro (Preview)	$0.0061	9.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
79	Claude Sonnet 4.6 (Reasoning)	$0.0020	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
77	GPT-5.4 (Reasoning)	$0.0017	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
66	GPT-5 Mini	$0.0007	6.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
68	GPT-5.1	$0.0011	4.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
59	Claude Opus 4.6	$0.0011	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
100	Qwen 3.5 397B A17B	$0.0028	21.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
91	Qwen 3.5 122B	$0.0031	7.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
92	Grok 4.20 (Beta, Reasoning)	$0.0042	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
67	GPT-5.4 (Reasoning, Low)	$0.0012	3.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
89	Z.AI GLM 5	$0.0019	13.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
55	Claude Sonnet 4.6	$0.0008	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
86	MoonshotAI: Kimi K2.5	$0.0015	11.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
85	Qwen 3.5 27B	$0.0019	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
69	ByteDance Seed 1.6	$0.0006	7.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
58	GPT-5.4 Mini (Reasoning)	$0.0008	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
60	Gemini 3 Flash (Preview, Reasoning)	$0.0011	2.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
74	o4 Mini High	$0.0013	4.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
72	GPT-5.2	$0.0013	3.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
70	Claude Opus 4.5	$0.0015	2.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
44	Grok 4.1 Fast	$0.0002	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
82	Aion 2.0	$0.0008	11.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
93	Z.AI GLM 4.6	$0.0014	20.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
80	MiniMax M2.7	$0.0009	10.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
106	Gemini 3 Pro (Preview)	$0.0067	6.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
51	Claude Sonnet 4	$0.0006	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
84	MiniMax M2.5	$0.0011	12.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
90	Z.AI GLM 4.7	$0.0012	18.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
39	GPT-4.1	$0.0003	1.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
73	o4 Mini	$0.0013	3.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
107	Grok 4	$0.0068	10.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
52	Claude Sonnet 4.5	$0.0006	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
87	Qwen 3.5 35B	$0.0026	7.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
111	Claude Opus 4	$0.0085	7.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
61	Stealth: Hunter Alpha	$0.0000	9.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
76	ByteDance Seed 2.0 Mini	$0.0002	12.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
78	Qwen 3.5 Flash	$0.0006	11.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
36	Z.AI GLM 4.5	$0.0001	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
33	Grok 4 Fast	$0.0002	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
83	Qwen 3.5 9B	$0.0002	16.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
28	Qwen 3.5 Plus (2026-02-15)	$0.0001	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
9	Gemini 3.1 Flash Lite (Preview)	$0.0000	742ms	100%	100	100	100	100	100	100	100	100	100	100	100%
50	GPT-5.4 Mini (Reasoning, Low)	$0.0004	3.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
30	Gemini 2.5 Flash Lite (Reasoning)	$0.0001	1.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
12	Mistral Large 3	$0.0001	643ms	100%	100	100	100	100	100	100	100	100	100	100	100%
63	GPT-4o, May 13th (temp=0)	$0.0007	5.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
14	Gemini 3 Flash (Preview)	$0.0001	832ms	100%	100	100	100	100	100	100	100	100	100	100	100%
31	Claude Haiku 4.5	$0.0002	1.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
29	DeepSeek-V2 Chat	$0.0000	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
64	ByteDance Seed 2.0 Lite	$0.0006	7.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
46	Nemotron 3 Super	$0.0000	4.5s	100%	100	100	100	100	100	100	100	100	100	100	100%
43	GPT-5.4	$0.0005	885ms	100%	100	100	100	100	100	100	100	100	100	100	100%
71	Claude 3.5 Sonnet	$0.0011	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
18	Inception Mercury 2	$0.0002	489ms	100%	100	100	100	100	100	100	100	100	100	100	100%
62	GPT-4o, May 13th (temp=1)	$0.0007	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
45	Stealth: Aurora Alpha	—	3.4s	100%	100	100	100	100	100	100	100	100	100	100	100%
42	Claude 3.5 Haiku	$0.0002	2.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
19	DeepSeek V3 (2024-12-26)	$0.0001	1.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
53	Claude 3.7 Sonnet	$0.0006	2.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
23	GPT-4.1 Mini	$0.0001	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
40	GPT-4o, Aug. 6th (temp=1)	$0.0004	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
81	GPT-5 Nano	$0.0004	14.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
38	GPT-4o, Aug. 6th (temp=0)	$0.0004	1.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
20	GPT-5.4 Mini	$0.0002	743ms	100%	100	100	100	100	100	100	100	100	100	100	100%
32	Mistral Large 2	$0.0003	824ms	100%	100	100	100	100	100	100	100	100	100	100	100%
35	Mistral Small 4 (Reasoning)	$0.0002	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
27	DeepSeek V3.1	$0.0000	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
48	DeepSeek V3.2	$0.0001	4.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
57	Qwen 3 32B	$0.0002	5.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
37	DeepSeek V3 (2025-03-24)	$0.0001	2.8s	100%	100	100	100	100	100	100	100	100	100	100	100%
3	Gemini 2.5 Flash Lite	$0.0000	368ms	100%	100	100	100	100	100	100	100	100	100	100	100%
75	Mistral Large	$0.0013	6.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
21	Qwen3 235B A22B Instruct 2507	$0.0000	1.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
65	Writer: Palmyra X5	$0.0003	8.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
41	GPT-5.4 Nano (Reasoning, Low)	$0.0001	3.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
108	GPT-4o Mini (temp=1)	$0.0000	50.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
8	Mistral Small 3.2 24B	$0.0000	712ms	100%	100	100	100	100	100	100	100	100	100	100	100%
11	Gemma 3 12B	$0.0000	987ms	100%	100	100	100	100	100	100	100	100	100	100	100%
15	Llama 3.1 70B	$0.0001	683ms	100%	100	100	100	100	100	100	100	100	100	100	100%
88	GPT-4o Mini (temp=0)	$0.0000	22.6s	100%	100	100	100	100	100	100	100	100	100	100	100%
13	Gemma 3 27B	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
10	Mistral Medium 3.1	$0.0001	559ms	100%	100	100	100	100	100	100	100	100	100	100	100%
56	Nemotron 3 Nano	$0.0001	6.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
6	Mistral Small 4	$0.0000	532ms	100%	100	100	100	100	100	100	100	100	100	100	100%
16	Qwen 2.5 72B	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
25	Llama 3.1 Nemotron 70B	$0.0000	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
17	GPT-5.4 Nano	$0.0000	1.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
34	ByteDance Seed 1.6 Flash	$0.0001	2.3s	100%	100	100	100	100	100	100	100	100	100	100	100%
4	Mistral Small Creative	$0.0000	419ms	100%	100	100	100	100	100	100	100	100	100	100	100%
26	Hermes 3 70B	$0.0001	1.9s	100%	100	100	100	100	100	100	100	100	100	100	100%
7	Ministral 3 14B	$0.0000	608ms	100%	100	100	100	100	100	100	100	100	100	100	100%
5	Ministral 3 8B	$0.0000	436ms	100%	100	100	100	100	100	100	100	100	100	100	100%
49	Claude 3 Haiku	$0.0001	5.1s	100%	100	100	100	100	100	100	100	100	100	100	100%
54	WizardLM 2 8x22b	$0.0001	5.2s	100%	100	100	100	100	100	100	100	100	100	100	100%
47	Arcee AI: Trinity Mini	$0.0001	4.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
1	Gemma 3 4B	$0.0000	419ms	100%	100	100	100	100	100	100	100	100	100	100	100%
2	Ministral 3 3B	$0.0000	387ms	100%	100	100	100	100	100	100	100	100	100	100	100%
22	Mistral NeMO	$0.0000	1.7s	100%	100	100	100	100	100	100	100	100	100	100	100%
24	LFM2 24B	$0.0000	2.0s	100%	100	100	100	100	100	100	100	100	100	100	100%
114	GPT-5	$0.0052	11.3s	40%	100	100	100	100	100	100	100	100	100	0	90%
115	Gemini 2.5 Pro	$0.0062	5.9s	40%	100	100	100	100	100	100	100	100	100	0	90%
103	Stealth: Healer Alpha	$0.0000	5.2s	40%	100	100	100	100	100	100	100	100	100	0	90%
104	Z.AI GLM 4.7 Flash	$0.0002	8.6s	40%	100	100	100	100	100	100	100	100	100	0	90%
99	Grok 4.20 (Beta)	$0.0002	525ms	40%	100	100	100	100	100	100	100	100	100	0	90%
102	GPT-5.4 Nano (Reasoning)	$0.0001	3.7s	40%	100	100	100	100	100	100	100	100	100	0	90%
97	Inception Mercury	$0.0000	542ms	40%	100	100	100	100	100	100	100	100	100	0	90%
96	Ministral 8B	$0.0000	404ms	40%	100	100	100	100	100	100	100	100	100	0	90%
98	Llama 3.1 8B	$0.0000	575ms	40%	100	100	100	100	100	100	100	100	100	0	90%
95	Ministral 3B	$0.0000	344ms	40%	100	100	100	100	100	100	100	100	100	0	90%
101	Rocinante 12B	$0.0000	3.4s	40%	100	100	100	100	100	100	100	100	100	0	90%
113	Z.AI GLM 5 Turbo	$0.0015	5.8s	20%	100	100	100	100	100	100	100	100	0	0	80%
109	Gemini 2.5 Flash (Reasoning)	$0.0005	1.8s	20%	100	100	100	100	100	100	100	100	0	0	80%
110	Hermes 3 405B	$0.0000	7.6s	20%	100	100	100	100	100	100	100	100	0	0	80%
112	Arcee AI: Trinity Large (Preview)	$0.0000	1.1s	8%	100	100	100	100	100	100	100	0	0	0	70%
116	Cohere Command R+ (Aug. 2024)	$0.0004	816ms	0%	100	100	100	100	0	0	0	0	0	0	40%
117	Gemini 2.5 Flash	$0.0001	553ms	0%	0	0	0	0	0	0	0	0	0	0	0%
118	GPT-4.1 Nano	$0.0000	1.5s	0%	0	0	0	0	0	0	0	0	0	0	0%
96.10%