Forbidden words eliminated

Test: Text Replacement

Avg. Score

93.0%

Scenarios

Overall Performance

Performance Score Distribution (Top 20)

Click a model name to view its detail page.

Rank ▲	Model	Score	Avg. Cost	Avg. Time	Stability
1	Gemini 2.5 Flash Lite	100.0%	$0.0003	1.5s	100%
2	Mistral Small 4	100.0%	$0.0004	2.9s	100%
3	Inception Mercury 2	100.0%	$0.0010	1.4s	100%
4	Gemini 3.1 Flash Lite (Preview)	100.0%	$0.0009	1.7s	100%
5	Mistral Small 3.2 24B	100.0%	$0.0002	5.5s	100%
6	Gemma 3 4B	100.0%	$0.0001	5.9s	100%
7	Gemini 2.5 Flash	100.0%	$0.0014	2.1s	100%
8	Grok 4 Fast	100.0%	$0.0007	5.7s	100%
9	Mistral Medium 3.1	100.0%	$0.0012	4.9s	100%
10	Gemini 3 Flash (Preview)	100.0%	$0.0018	3.5s	100%
11	GPT-4.1 Mini	100.0%	$0.0010	6.3s	100%
12	GPT-4o Mini (temp=1)	100.0%	$0.0004	9.0s	100%
13	Mistral Large 3	100.0%	$0.0010	7.2s	100%
14	GPT-4o Mini (temp=0)	100.0%	$0.0004	9.3s	100%
15	Grok 4.20 (Beta)	100.0%	$0.0032	1.7s	100%
16	Qwen 3.5 Plus (2026-02-15)	100.0%	$0.0015	7.1s	100%
17	Claude Haiku 4.5	100.0%	$0.0033	2.7s	100%
18	Gemini 2.5 Flash Lite (Reasoning)	100.0%	$0.0012	10.6s	100%
19	Qwen3 235B A22B Instruct 2507	100.0%	$0.0003	14.7s	100%
20	Gemma 3 27B	100.0%	$0.0002	15.6s	100%
21	DeepSeek V3 (2024-12-26)	100.0%	$0.0007	15.6s	100%
22	Grok 4.1 Fast	100.0%	$0.0011	14.8s	100%
23	DeepSeek-V2 Chat	100.0%	$0.0007	16.0s	100%
24	Llama 3.1 Nemotron 70B	100.0%	$0.0014	15.1s	100%
25	Mistral Large	100.0%	$0.0042	7.0s	100%
26	Mistral Large 2	100.0%	$0.0042	7.1s	100%
27	GPT-4.1	100.0%	$0.0052	4.2s	100%
28	GPT-4o, Aug. 6th (temp=0)	100.0%	$0.0064	2.5s	100%
29	GPT-4o, Aug. 6th (temp=1)	100.0%	$0.0064	2.6s	100%
30	Gemini 2.5 Flash (Reasoning)	100.0%	$0.0049	7.8s	100%
31	Hermes 3 405B	100.0%	$0.0011	23.2s	100%
32	Mistral Small 4 (Reasoning)	100.0%	$0.0021	22.4s	100%
33	Z.AI GLM 4.5	100.0%	$0.0027	21.2s	100%
34	GPT-5.2	100.0%	$0.0079	5.5s	100%
35	Llama 3.1 70B	100.0%	$0.0005	30.4s	100%
36	Z.AI GLM 5 Turbo	100.0%	$0.0062	13.5s	100%
37	Mistral Small Creative	97.6%	$0.0002	3.0s	83%
38	GPT-4o, May 13th (temp=0)	100.0%	$0.010	2.6s	100%
39	GPT-4o, May 13th (temp=1)	100.0%	$0.010	3.2s	100%
40	Claude Sonnet 4.6	100.0%	$0.010	4.4s	100%
41	Claude Sonnet 4.5	100.0%	$0.010	4.6s	100%
42	Claude Sonnet 4	100.0%	$0.010	5.5s	100%
43	Nemotron 3 Super	100.0%	$0.0000	36.7s	100%
44	Claude 3.7 Sonnet	100.0%	$0.010	5.9s	100%
45	DeepSeek V3.1	100.0%	$0.0007	35.8s	100%
46	WizardLM 2 8x22b	100.0%	$0.0007	36.8s	100%
47	Gemma 3 12B	97.6%	$0.0001	8.1s	83%
48	Stealth: Healer Alpha	97.6%	$0.0000	10.9s	83%
49	GPT-5 Mini	100.0%	$0.0047	27.4s	100%
50	Qwen 2.5 72B	97.6%	$0.0003	10.1s	83%
51	DeepSeek V3 (2025-03-24)	100.0%	$0.0005	40.7s	100%
52	ByteDance Seed 1.6 Flash	97.6%	$0.0007	11.7s	83%
53	DeepSeek V3.2	100.0%	$0.0004	44.9s	100%
54	Hermes 3 70B	100.0%	$0.0007	45.2s	100%
55	Z.AI GLM 4.6	100.0%	$0.0039	35.8s	100%
56	ByteDance Seed 1.6	100.0%	$0.0036	40.0s	100%
57	GPT-5 Nano	100.0%	$0.0019	46.4s	100%
58	GPT-5.4 (Reasoning)	100.0%	$0.014	11.3s	100%
59	Claude Opus 4.5	100.0%	$0.017	5.4s	100%
60	Claude Opus 4.6	100.0%	$0.017	5.4s	100%
61	Qwen 3.5 Flash	100.0%	$0.0028	48.6s	100%
62	Mistral NeMO	92.9%	$0.0002	3.0s	73%
63	o4 Mini	100.0%	$0.013	20.7s	100%
64	Nemotron 3 Nano	100.0%	$0.0009	56.9s	100%
65	GPT-5.4 Mini (Reasoning)	97.6%	$0.0076	9.3s	83%
66	Grok 4.20 (Beta, Reasoning)	100.0%	$0.017	11.3s	100%
67	GPT-5.1	97.6%	$0.0087	8.2s	83%
68	Gemini 3 Flash (Preview, Reasoning)	100.0%	$0.014	23.7s	100%
69	Claude Sonnet 4.6 (Reasoning)	100.0%	$0.019	12.0s	100%
70	Aion 2.0	100.0%	$0.0043	58.1s	100%
71	Claude 3.5 Sonnet	100.0%	$0.020	9.7s	100%
72	ByteDance Seed 2.0 Lite	100.0%	$0.0051	57.6s	100%
73	Writer: Palmyra X5	92.9%	$0.0034	8.3s	73%
74	MiniMax M2.5	97.6%	$0.0016	39.6s	83%
75	GPT-5.4 Nano (Reasoning)	88.1%	$0.0010	4.3s	68%
76	Claude Opus 4.6 (Reasoning)	100.0%	$0.023	9.1s	100%
77	Qwen 3.5 35B	100.0%	$0.013	40.1s	100%
78	GPT-5.4 Mini (Reasoning, Low)	88.1%	$0.0029	3.3s	68%
79	Qwen 3 32B	95.2%	$0.0010	36.9s	77%
80	Cohere Command R+ (Aug. 2024)	97.6%	$0.0066	33.5s	83%
81	Grok 4	100.0%	$0.020	26.3s	100%
82	GPT-5	100.0%	$0.020	27.9s	100%
83	Z.AI GLM 4.7 Flash	100.0%	$0.0014	1.5m	100%
84	Qwen 3.5 27B	100.0%	$0.013	54.9s	100%
85	GPT-5.4 (Reasoning, Low)	90.5%	$0.0092	5.5s	70%
86	MiniMax M2.7	95.2%	$0.0031	44.2s	77%
87	Z.AI GLM 5	100.0%	$0.0085	1.2m	100%
88	o4 Mini High	100.0%	$0.022	34.0s	100%
89	Qwen 3.5 122B	100.0%	$0.018	48.0s	100%
90	GPT-5.4	85.7%	$0.0089	6.0s	67%
91	Stealth: Hunter Alpha	92.9%	$0.0000	25.3s	48%
92	Ministral 3 14B	81.0%	$0.0002	3.9s	49%
93	Gemini 3.1 Pro (Preview)	100.0%	$0.030	28.5s	100%
94	Qwen 3.5 9B	100.0%	$0.0014	2.0m	100%
95	Gemini 3 Pro (Preview)	100.0%	$0.033	22.3s	100%
96	Inception Mercury	81.0%	$0.0004	3.7s	45%
97	GPT-5.4 Mini	81.0%	$0.0027	2.2s	49%
98	Z.AI GLM 4.7	100.0%	$0.0064	1.9m	100%
99	Gemini 2.5 Pro	100.0%	$0.036	27.8s	100%
100	MoonshotAI: Kimi K2.5	100.0%	$0.010	1.8m	100%
101	Claude 3 Haiku	81.0%	$0.0008	4.2s	30%
102	ByteDance Seed 2.0 Mini	100.0%	$0.0024	2.6m	100%
103	Claude Opus 4	100.0%	$0.050	7.9s	100%
104	Ministral 8B	76.2%	$0.0001	3.2s	23%
105	Ministral 3 8B	71.4%	$0.0002	3.0s	24%
106	Qwen 3.5 397B A17B	100.0%	$0.0093	2.6m	100%
107	Rocinante 12B	64.3%	$0.0003	7.7s	21%
108	Arcee AI: Trinity Mini	69.0%	$0.0010	34.9s	18%
109	Llama 3.1 8B	42.9%	$0.0001	6.2s	18%
110	GPT-4.1 Nano	45.2%	$0.0003	3.8s	11%
111	GPT-5.4 Nano	35.7%	$0.0007	3.1s	16%
112	GPT-5.4 Nano (Reasoning, Low)	38.1%	$0.0008	3.3s	7%
113	LFM2 24B	40.5%	$0.0001	10.6s	5%
114	Arcee AI: Trinity Large (Preview)	40.5%	$0.0000	22.8s	12%
115	Ministral 3B	16.7%	$0.0000	1.8s	11%
116	Ministral 3 3B	19.0%	$0.0001	1.9s	0%
92.96%

Individual Scenarios

Generic Prompt

▼

Avoid said/asked/replied/answered

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	Avg ▼
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100.0%
Claude Opus 4.6	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100.0%
Grok 4.20 (Beta, Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning, Low)	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 27B	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100.0%
Claude Opus 4.5	100	100	100	100	100	100	100	100.0%
Grok 4.1 Fast	100	100	100	100	100	100	100	100.0%
Aion 2.0	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.6	100	100	100	100	100	100	100	100.0%
Gemini 3 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7	100	100	100	100	100	100	100	100.0%
GPT-4.1	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Pro	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100.0%
Grok 4	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 35B	100	100	100	100	100	100	100	100.0%
Claude Opus 4	100	100	100	100	100	100	100	100.0%
Stealth: Hunter Alpha	100	100	100	100	100	100	100	100.0%
ByteDance Seed 2.0 Mini	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Flash	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.5	100	100	100	100	100	100	100	100.0%
Grok 4 Fast	100	100	100	100	100	100	100	100.0%
Qwen 3.5 9B	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Preview)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100.0%
Mistral Large 3	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=0)	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	100	100.0%
ByteDance Seed 2.0 Lite	100	100	100	100	100	100	100	100.0%
Nemotron 3 Super	100	100	100	100	100	100	100	100.0%
Claude 3.5 Sonnet	100	100	100	100	100	100	100	100.0%
Grok 4.20 (Beta)	100	100	100	100	100	100	100	100.0%
Inception Mercury 2	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=1)	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100	100	100.0%
Claude 3.7 Sonnet	100	100	100	100	100	100	100	100.0%
GPT-4.1 Mini	100	100	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=0)	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini	100	100	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	100	100	100	100.0%
Mistral Small 4 (Reasoning)	100	100	100	100	100	100	100	100.0%
DeepSeek V3.1	100	100	100	100	100	100	100	100.0%
DeepSeek V3.2	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash	100	100	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100	100	100.0%
Qwen3 235B A22B Instruct 2507	100	100	100	100	100	100	100	100.0%
Writer: Palmyra X5	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	100	100.0%
Mistral Small 3.2 24B	100	100	100	100	100	100	100	100.0%
Gemma 3 12B	100	100	100	100	100	100	100	100.0%
Llama 3.1 70B	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=0)	100	100	100	100	100	100	100	100.0%
Gemma 3 27B	100	100	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	100	100	100	100.0%
Nemotron 3 Nano	100	100	100	100	100	100	100	100.0%
Mistral Small 4	100	100	100	100	100	100	100	100.0%
Llama 3.1 Nemotron 70B	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6 Flash	100	100	100	100	100	100	100	100.0%
Hermes 3 70B	100	100	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100	100	100.0%
Gemma 3 4B	100	100	100	100	100	100	100	100.0%
Mistral NeMO	100	100	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	100	100	67	95.2%
GPT-5.4 Mini (Reasoning)	100	100	100	100	100	100	67	95.2%
MiniMax M2.5	100	100	100	100	100	100	67	95.2%
Stealth: Healer Alpha	100	100	100	100	100	100	67	95.2%
Qwen 2.5 72B	100	100	100	100	100	100	67	95.2%
Mistral Small Creative	100	100	100	100	100	100	67	95.2%
Cohere Command R+ (Aug. 2024)	100	100	100	100	100	100	67	95.2%
MiniMax M2.7	100	100	100	100	100	67	67	90.5%
GPT-5.4 Mini (Reasoning, Low)	100	100	100	100	100	67	67	90.5%
GPT-5.4	100	100	100	100	100	67	67	90.5%
Qwen 3 32B	100	100	100	100	100	67	67	90.5%
GPT-5.4 Nano (Reasoning)	100	100	100	100	100	67	67	90.5%
Arcee AI: Trinity Mini	100	100	100	100	100	67	67	90.5%
Inception Mercury	100	100	100	100	67	33	33	76.2%
GPT-4.1 Nano	100	100	100	67	67	67	0	71.4%
Claude 3 Haiku	100	100	100	100	67	0	0	66.7%
Rocinante 12B	100	100	67	67	67	33	33	66.7%
Ministral 3 14B	67	67	67	67	67	67	33	61.9%
Llama 3.1 8B	100	67	67	67	67	33	33	61.9%
Ministral 8B	100	100	100	33	33	0	0	52.4%
Ministral 3 8B	67	67	67	67	33	0	0	42.9%
GPT-5.4 Nano (Reasoning, Low)	100	100	33	33	0	0	0	38.1%
GPT-5.4 Nano	67	67	33	33	33	0	0	33.3%
Arcee AI: Trinity Large (Preview)	100	0	0	0	0	0	0	14.3%
Ministral 3B	33	33	0	0	0	0	0	9.5%
Ministral 3 3B	33	0	0	0	0	0	0	4.8%
LFM2 24B	0	0	0	0	0	0	0	0.0%

Specific Prompt

▼

Avoid said/asked/replied/answered

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	Avg ▼
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100.0%
GPT-5.1	100	100	100	100	100	100	100	100.0%
Claude Opus 4.6	100	100	100	100	100	100	100	100.0%
GPT-5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 397B A17B	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100.0%
Grok 4.20 (Beta, Reasoning)	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6	100	100	100	100	100	100	100	100.0%
MoonshotAI: Kimi K2.5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 27B	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview, Reasoning)	100	100	100	100	100	100	100	100.0%
o4 Mini High	100	100	100	100	100	100	100	100.0%
GPT-5.2	100	100	100	100	100	100	100	100.0%
Claude Opus 4.5	100	100	100	100	100	100	100	100.0%
Grok 4.1 Fast	100	100	100	100	100	100	100	100.0%
Aion 2.0	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.6	100	100	100	100	100	100	100	100.0%
MiniMax M2.7	100	100	100	100	100	100	100	100.0%
Gemini 3 Pro (Preview)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4	100	100	100	100	100	100	100	100.0%
MiniMax M2.5	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7	100	100	100	100	100	100	100	100.0%
GPT-4.1	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Pro	100	100	100	100	100	100	100	100.0%
o4 Mini	100	100	100	100	100	100	100	100.0%
Grok 4	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.5	100	100	100	100	100	100	100	100.0%
Qwen 3.5 35B	100	100	100	100	100	100	100	100.0%
Claude Opus 4	100	100	100	100	100	100	100	100.0%
ByteDance Seed 2.0 Mini	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Flash	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.5	100	100	100	100	100	100	100	100.0%
Grok 4 Fast	100	100	100	100	100	100	100	100.0%
Qwen 3.5 9B	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-02-15)	100	100	100	100	100	100	100	100.0%
Stealth: Healer Alpha	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Preview)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite (Reasoning)	100	100	100	100	100	100	100	100.0%
Mistral Large 3	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=0)	100	100	100	100	100	100	100	100.0%
Gemini 3 Flash (Preview)	100	100	100	100	100	100	100	100.0%
Claude Haiku 4.5	100	100	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	100	100.0%
ByteDance Seed 2.0 Lite	100	100	100	100	100	100	100	100.0%
Nemotron 3 Super	100	100	100	100	100	100	100	100.0%
Claude 3.5 Sonnet	100	100	100	100	100	100	100	100.0%
Grok 4.20 (Beta)	100	100	100	100	100	100	100	100.0%
Inception Mercury 2	100	100	100	100	100	100	100	100.0%
GPT-4o, May 13th (temp=1)	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2024-12-26)	100	100	100	100	100	100	100	100.0%
Claude 3.7 Sonnet	100	100	100	100	100	100	100	100.0%
GPT-4.1 Mini	100	100	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=1)	100	100	100	100	100	100	100	100.0%
GPT-5 Nano	100	100	100	100	100	100	100	100.0%
GPT-4o, Aug. 6th (temp=0)	100	100	100	100	100	100	100	100.0%
Mistral Large 2	100	100	100	100	100	100	100	100.0%
Mistral Small 4 (Reasoning)	100	100	100	100	100	100	100	100.0%
DeepSeek V3.1	100	100	100	100	100	100	100	100.0%
DeepSeek V3.2	100	100	100	100	100	100	100	100.0%
Qwen 3 32B	100	100	100	100	100	100	100	100.0%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash Lite	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash	100	100	100	100	100	100	100	100.0%
Mistral Large	100	100	100	100	100	100	100	100.0%
Qwen3 235B A22B Instruct 2507	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	100	100.0%
Mistral Small 3.2 24B	100	100	100	100	100	100	100	100.0%
Llama 3.1 70B	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=0)	100	100	100	100	100	100	100	100.0%
Gemma 3 27B	100	100	100	100	100	100	100	100.0%
Mistral Medium 3.1	100	100	100	100	100	100	100	100.0%
Nemotron 3 Nano	100	100	100	100	100	100	100	100.0%
Mistral Small 4	100	100	100	100	100	100	100	100.0%
Qwen 2.5 72B	100	100	100	100	100	100	100	100.0%
Llama 3.1 Nemotron 70B	100	100	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100	100	100.0%
Hermes 3 70B	100	100	100	100	100	100	100	100.0%
Ministral 3 14B	100	100	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100	100	100.0%
Cohere Command R+ (Aug. 2024)	100	100	100	100	100	100	100	100.0%
Gemma 3 4B	100	100	100	100	100	100	100	100.0%
Ministral 8B	100	100	100	100	100	100	100	100.0%
Gemma 3 12B	100	100	100	100	100	100	67	95.2%
ByteDance Seed 1.6 Flash	100	100	100	100	100	100	67	95.2%
Claude 3 Haiku	100	100	100	100	100	100	67	95.2%
GPT-5.4 Mini (Reasoning, Low)	100	100	100	100	67	67	67	85.7%
GPT-5.4 Nano (Reasoning)	100	100	100	100	67	67	67	85.7%
Writer: Palmyra X5	100	100	100	100	67	67	67	85.7%
Mistral NeMO	100	100	100	100	67	67	67	85.7%
Stealth: Hunter Alpha	100	100	100	100	100	100	0	85.7%
Inception Mercury	100	100	100	100	100	67	33	85.7%
GPT-5.4 (Reasoning, Low)	100	100	100	67	67	67	67	81.0%
GPT-5.4	100	100	100	67	67	67	67	81.0%
LFM2 24B	100	100	100	67	67	67	67	81.0%
Arcee AI: Trinity Large (Preview)	100	67	67	67	67	67	33	66.7%
GPT-5.4 Mini	67	67	67	67	67	67	33	61.9%
Rocinante 12B	100	100	100	67	67	0	0	61.9%
Arcee AI: Trinity Mini	100	100	100	33	0	0	0	47.6%
GPT-5.4 Nano (Reasoning, Low)	100	67	67	33	0	0	0	38.1%
GPT-5.4 Nano	67	67	67	33	33	0	0	38.1%
Ministral 3 3B	67	67	33	33	33	0	0	33.3%
Ministral 3B	33	33	33	33	33	0	0	23.8%
Llama 3.1 8B	67	67	33	0	0	0	0	23.8%
GPT-4.1 Nano	67	33	33	0	0	0	0	19.0%

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Overall Performance

Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)

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