No hallucinated or fabricated content

Test: Text Replacement

Avg. Score

96.7%

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%	$0.0004	2.5s	100%
2	Ministral 8B	100.0%	$0.0002	3.9s	100%
3	Ministral 3 8B	100.0%	$0.0002	4.2s	100%
4	Mistral Small Creative	100.0%	$0.0003	4.1s	100%
5	GPT-4.1 Nano	100.0%	$0.0004	5.0s	100%
6	Gemini 3.1 Flash Lite (Preview)	100.0%	$0.0013	2.4s	100%
7	Gemini 3.1 Flash Lite	100.0%	$0.0013	2.4s	100%
8	Mistral Small 4	100.0%	$0.0006	4.5s	100%
9	Ministral 3 14B	100.0%	$0.0003	5.7s	100%
10	GPT-5.4 Nano	100.0%	$0.0011	3.8s	100%
11	Mistral Small 3.2 24B	100.0%	$0.0003	6.9s	100%
12	Gemini 2.5 Flash	100.0%	$0.0021	3.0s	100%
13	Gemma 3 4B	100.0%	$0.0001	10.1s	100%
14	GPT-5.4 Nano (Reasoning, Low)	100.0%	$0.0014	7.4s	100%
15	Mistral Medium 3.1	100.0%	$0.0018	6.3s	100%
16	DeepSeek V4 Flash	100.0%	$0.0003	10.6s	100%
17	Gemini 3 Flash (Preview)	100.0%	$0.0027	4.3s	100%
18	Gemini 3.1 Flash Lite (Reasoning)	100.0%	$0.0013	8.2s	100%
19	Arcee AI: Trinity Mini	100.0%	$0.0003	11.2s	100%
20	Gemma 3 12B	100.0%	$0.0001	12.8s	100%
21	GPT-5.4 Mini	100.0%	$0.0040	3.2s	100%
22	GPT-4o Mini (temp=1)	100.0%	$0.0006	12.4s	100%
23	Grok 4.3	100.0%	$0.0030	6.0s	100%
24	Grok 4.20	100.0%	$0.0029	6.5s	100%
25	GPT-4.1 Mini	100.0%	$0.0015	10.3s	100%
26	Mistral Large 3	100.0%	$0.0016	10.5s	100%
27	Grok 4.20 (Beta)	100.0%	$0.0047	2.5s	100%
28	GPT-4o Mini (temp=0)	100.0%	$0.0006	13.8s	100%
29	Grok 4 Fast	100.0%	$0.0014	11.7s	100%
30	LFM2 24B	100.0%	$0.0001	15.5s	100%
31	Qwen 3.5 Plus (2026-02-15)	100.0%	$0.0022	10.2s	100%
32	Qwen 2.5 72B	100.0%	$0.0004	16.3s	100%
33	Claude Haiku 4.5	100.0%	$0.0051	5.8s	100%
34	GPT-5.4 Mini (Reasoning, Low)	100.0%	$0.0052	7.9s	100%
35	Stealth: Healer Alpha	100.0%	$0.0000	24.2s	100%
36	Gemma 3 27B	100.0%	$0.0003	24.0s	100%
37	Gemini 3.5 Flash (Reasoning, Minimal)	100.0%	$0.0081	3.5s	100%
38	Xiaomi MIMO v2.5	100.0%	$0.0040	15.0s	100%
39	DeepSeek V3 (2024-12-26)	100.0%	$0.0012	23.1s	100%
40	GPT-4.1	100.0%	$0.0076	6.4s	100%
41	Grok 4.1 Fast	100.0%	$0.0017	22.5s	100%
42	GPT-4o, Aug. 6th (temp=1)	100.0%	$0.0086	4.1s	100%
43	Mistral Large	100.0%	$0.0062	10.4s	100%
44	Mistral Large 2	100.0%	$0.0062	10.5s	100%
45	DeepSeek V4 Pro	100.0%	$0.0020	22.3s	100%
46	Gemma 4 26B	100.0%	$0.0003	27.1s	100%
47	GPT-4o, Aug. 6th (temp=0)	100.0%	$0.0091	3.9s	100%
48	Stealth: Hunter Alpha	100.0%	$0.0000	29.8s	100%
49	Arcee AI: Trinity Large (Preview)	100.0%	$0.0000	31.5s	100%
50	GPT-5.4 Nano (Reasoning)	100.0%	$0.0034	22.3s	100%
51	Hermes 3 405B	100.0%	$0.0017	31.7s	100%
52	DeepSeek V3.1	100.0%	$0.0009	35.4s	100%
53	GPT-5.4	100.0%	$0.013	8.3s	100%
54	Gemma 4 31B	100.0%	$0.0004	44.2s	100%
55	GPT-4o, May 13th (temp=1)	100.0%	$0.015	4.7s	100%
56	Qwen 3 32B	100.0%	$0.0010	43.4s	100%
57	GPT-4o, May 13th (temp=0)	100.0%	$0.015	4.6s	100%
58	Claude Sonnet 4.6	100.0%	$0.015	7.5s	100%
59	Claude Sonnet 4.5	100.0%	$0.015	7.2s	100%
60	GPT-OSS 120B	100.0%	$0.0010	46.5s	100%
61	Claude 3.7 Sonnet	100.0%	$0.015	8.5s	100%
62	Claude Sonnet 4	100.0%	$0.015	9.4s	100%
63	Xiaomi MIMO v2.5 Pro	100.0%	$0.0073	32.3s	100%
64	DeepSeek V3.2	100.0%	$0.0007	53.2s	100%
65	Gemini 2.5 Flash (Reasoning)	100.0%	$0.014	22.4s	100%
66	GPT-5.4 (Reasoning, Low)	100.0%	$0.020	14.1s	100%
67	Z.AI GLM 4.5	100.0%	$0.0063	52.4s	100%
68	GPT-5 Mini	100.0%	$0.0082	50.8s	100%
69	Claude Opus 4.5	100.0%	$0.026	8.1s	100%
70	Claude Opus 4.6	100.0%	$0.026	8.7s	100%
71	GPT-5.5	100.0%	$0.026	6.8s	100%
72	Z.AI GLM 4.6	100.0%	$0.0078	57.8s	100%
73	MiniMax M2.5	100.0%	$0.0021	1.3m	100%
74	Qwen 3.6 Flash	100.0%	$0.014	45.2s	100%
75	GPT-5.4 Mini (Reasoning)	100.0%	$0.018	37.8s	100%
76	GPT-5.2	100.0%	$0.025	22.2s	100%
77	Qwen 3.6 35B	100.0%	$0.011	1.0m	100%
78	Claude 3.5 Sonnet	100.0%	$0.030	13.8s	100%
79	Gemini 3 Flash (Preview, Reasoning)	100.0%	$0.022	36.9s	100%
80	GPT-5.5 (Reasoning, Low)	100.0%	$0.032	11.5s	100%
81	Claude Opus 4.7	100.0%	$0.036	7.3s	100%
82	ByteDance Seed 1.6	100.0%	$0.0077	1.4m	100%
83	Z.AI GLM 4.5 Air	100.0%	$0.0059	1.5m	100%
84	o4 Mini	100.0%	$0.026	39.2s	100%
85	Z.AI GLM 5 Turbo	100.0%	$0.022	50.4s	100%
86	GPT-5.1	100.0%	$0.029	34.1s	100%
87	Grok 4.20 (Reasoning)	100.0%	$0.018	1.1m	100%
88	ByteDance Seed 2.0 Lite	100.0%	$0.0085	1.6m	100%
89	Grok 4.20 (Beta, Reasoning)	100.0%	$0.040	26.6s	100%
90	Grok 4.3 (Reasoning)	100.0%	$0.019	1.5m	100%
91	Nemotron 3 Super	100.0%	$0.0000	2.5m	100%
92	Grok 4	100.0%	$0.039	47.6s	100%
93	Llama 3.1 Nemotron 70B	96.4%	$0.0021	20.8s	74%
94	Qwen 3.5 Plus (2026-04-20)	100.0%	$0.020	2.1m	100%
95	Claude Opus 4.7 (Reasoning)	100.0%	$0.064	13.9s	100%
96	Qwen 3.6 27B	100.0%	$0.027	1.9m	100%
97	GPT-5.4 (Reasoning)	100.0%	$0.052	47.2s	100%
98	Gemini 2.5 Pro	100.0%	$0.056	41.9s	100%
99	Mistral Small 4 (Reasoning)	96.4%	$0.0036	34.3s	74%
100	GPT-5.5 (Reasoning)	100.0%	$0.068	25.1s	100%
101	GPT-5	100.0%	$0.050	1.3m	100%
102	Gemma 4 26B (Reasoning)	100.0%	$0.0042	3.4m	100%
103	Gemini 3 Pro (Preview)	100.0%	$0.064	43.7s	100%
104	Claude Opus 4	100.0%	$0.077	13.4s	100%
105	MiniMax M2.7	100.0%	$0.014	3.1m	100%
106	Z.AI GLM 4.7	100.0%	$0.017	3.0m	100%
107	Inception Mercury	92.9%	$0.0005	3.8s	65%
108	Qwen 3.5 122B	100.0%	$0.041	1.9m	100%
109	o4 Mini High	100.0%	$0.056	1.4m	100%
110	Gemini 3.5 Flash (Reasoning)	100.0%	$0.077	33.0s	100%
111	Llama 3.1 70B	92.9%	$0.0007	18.9s	65%
112	Gemini 2.5 Flash Lite (Reasoning)	95.2%	$0.0033	32.9s	66%
113	DeepSeek V4 Pro (Reasoning)	100.0%	$0.013	3.5m	100%
114	Writer: Palmyra X5	92.9%	$0.0050	13.7s	65%
115	Qwen 3.5 397B A17B	100.0%	$0.011	3.7m	100%
116	ByteDance Seed 2.0 Mini	100.0%	$0.0036	4.0m	100%
117	Z.AI GLM 5	100.0%	$0.023	3.2m	100%
118	Qwen 3.5 27B	100.0%	$0.037	2.9m	100%
119	Ministral 3 3B	89.3%	$0.0002	2.9s	59%
120	DeepSeek V4 Flash (Reasoning)	96.4%	$0.0013	2.3m	74%
121	Cydonia 24B V4.1	91.1%	$0.0006	18.0s	55%
122	DeepSeek-V2 Chat	90.5%	$0.0011	21.5s	53%
123	Qwen3.7 Max	100.0%	$0.072	2.1m	100%
124	Z.AI GLM 5.1	100.0%	$0.044	3.4m	100%
125	Ministral 3B	85.7%	$0.0001	2.9s	55%
126	Qwen 3.5 9B	96.4%	$0.0020	2.9m	74%
127	ByteDance Seed 1.6 Flash	89.9%	$0.0012	21.9s	50%
128	Qwen3 235B A22B Instruct 2507	85.7%	$0.0004	19.2s	55%
129	DeepSeek V3 (2025-03-24)	88.1%	$0.0008	42.6s	54%
130	Qwen 3.5 35B	92.9%	$0.025	1.3m	65%
131	Z.AI GLM 4.7 Flash	92.9%	$0.0034	2.4m	65%
132	Gemma 4 31B (Reasoning)	100.0%	$0.0027	6.3m	100%
133	Qwen 3.5 Flash	92.9%	$0.0050	1.4m	49%
134	Aion 2.0	92.9%	$0.0069	1.5m	49%
135	Claude Opus 4.6 (Reasoning)	100.0%	$0.129	1.1m	100%
136	Qwen3.6 Max Preview	100.0%	$0.066	4.0m	100%
137	Claude Sonnet 4.6 (Reasoning)	100.0%	$0.123	1.5m	100%
138	Inception Mercury 2	81.5%	$0.0027	3.7s	41%
139	Llama 3.1 8B	77.4%	$0.0001	15.3s	47%
140	GPT-5 Nano	88.1%	$0.0052	1.9m	54%
141	Mistral NeMO	76.2%	$0.0002	3.1s	44%
142	MoonshotAI: Kimi K2.5	100.0%	$0.029	6.5m	100%
143	WizardLM 2 8x22b	85.7%	$0.0014	1.5m	41%
144	Gemini 3.1 Pro (Preview)	100.0%	$0.168	2.6m	100%
145	MoonshotAI: Kimi K2.6	100.0%	$0.072	7.6m	100%
146	Nemotron 3 Nano	82.1%	$0.0034	4.0m	42%
147	Claude 3 Haiku	62.5%	$0.0013	6.8s	16%
148	Skyfall 36B V2	56.1%	$0.0010	13.0s	19%
149	Rocinante 12B	39.0%	$0.0005	10.0s	8%
150	Hermes 3 70B	60.8%	$0.0022	2.8m	6%
151	Cohere Command R+ (Aug. 2024)	37.9%	$0.0092	18.4s	7%
96.68%

Individual Scenarios

Generic Prompt

▼

Passive voice → active voice

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	Avg ▼
Qwen3.7 Max	100	100	100	100	100	100	100	100.0%
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Qwen3.6 Max Preview	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 5.1	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Grok 4.3 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100.0%
Claude Opus 4.7 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning, Low)	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%
MoonshotAI: Kimi K2.6	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%
Gemma 4 31B (Reasoning)	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-04-20)	100	100	100	100	100	100	100	100.0%
Gemma 4 26B (Reasoning)	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%
Grok 4.20 (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%
Qwen 3.6 Flash	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%
DeepSeek V4 Pro (Reasoning)	100	100	100	100	100	100	100	100.0%
Claude Opus 4.7	100	100	100	100	100	100	100	100.0%
Qwen 3.6 27B	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%
GPT-5.5	100	100	100	100	100	100	100	100.0%
Qwen 3.6 35B	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%
Claude Opus 4	100	100	100	100	100	100	100	100.0%
Xiaomi MIMO v2.5 Pro	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%
Gemma 4 31B	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning, Minimal)	100	100	100	100	100	100	100	100.0%
GPT-OSS 120B	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (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 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%
Gemma 4 26B	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning, Low)	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%
Xiaomi MIMO v2.5	100	100	100	100	100	100	100	100.0%
DeepSeek-V2 Chat	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%
GPT-5.4	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%
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%
Z.AI GLM 4.5 Air	100	100	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100	100	100.0%
DeepSeek V4 Pro	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-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%
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 V4 Flash	100	100	100	100	100	100	100	100.0%
Grok 4.20	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning)	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%
GPT-5.4 Nano (Reasoning, Low)	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	100	100.0%
Grok 4.3	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%
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%
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%
Cydonia 24B V4.1	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano	100	100	100	100	100	100	100	100.0%
Arcee AI: Trinity Large (Preview)	100	100	100	100	100	100	100	100.0%
ByteDance Seed 1.6 Flash	100	100	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100	100	100.0%
Ministral 3 14B	100	100	100	100	100	100	100	100.0%
GPT-4.1 Nano	100	100	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	100	100	100	100.0%
Arcee AI: Trinity Mini	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%
LFM2 24B	100	100	100	100	100	100	100	100.0%
DeepSeek V4 Flash (Reasoning)	100	100	100	100	100	100	50	92.9%
Qwen 3.5 9B	100	100	100	100	100	100	50	92.9%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	50	92.9%
GPT-5 Nano	100	100	100	100	100	100	50	92.9%
Mistral Small 4 (Reasoning)	100	100	100	100	100	100	50	92.9%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	100	50	92.9%
Llama 3.1 Nemotron 70B	100	100	100	100	100	100	50	92.9%
Hermes 3 70B	100	100	100	100	100	100	50	92.9%
Qwen 3.5 35B	100	100	100	100	100	50	50	85.7%
Writer: Palmyra X5	100	100	100	100	100	50	50	85.7%
Inception Mercury	100	100	100	100	100	50	50	85.7%
Llama 3.1 70B	100	100	100	100	100	50	50	85.7%
Nemotron 3 Nano	100	100	100	100	100	50	50	85.7%
Inception Mercury 2	100	100	100	100	100	33	33	81.0%
Ministral 3 3B	100	100	100	100	50	50	50	78.6%
WizardLM 2 8x22b	100	100	100	100	50	50	0	71.5%
Qwen3 235B A22B Instruct 2507	100	100	100	50	50	50	50	71.4%
Ministral 3B	100	100	100	50	50	50	50	71.4%
Llama 3.1 8B	100	100	50	50	50	50	50	64.3%
Mistral NeMO	100	50	50	50	50	33	33	52.4%
Skyfall 36B V2	50	50	50	33	25	17	10	33.6%
Claude 3 Haiku	25	25	25	25	25	25	25	25.0%
Cohere Command R+ (Aug. 2024)	20	20	20	14	13	11	8	15.1%
Rocinante 12B	25	25	20	11	8	6	6	14.4%

Specific Prompt

▼

Passive voice → active voice

Model	# 1	# 2	# 3	# 4	# 5	# 6	# 7	Avg ▼
Qwen3.7 Max	100	100	100	100	100	100	100	100.0%
Claude Opus 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Qwen3.6 Max Preview	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 5.1	100	100	100	100	100	100	100	100.0%
Z.AI GLM 5 Turbo	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Claude Sonnet 4.6 (Reasoning)	100	100	100	100	100	100	100	100.0%
Grok 4.3 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.4 (Reasoning)	100	100	100	100	100	100	100	100.0%
Claude Opus 4.7 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning)	100	100	100	100	100	100	100	100.0%
GPT-5 Mini	100	100	100	100	100	100	100	100.0%
GPT-5.5 (Reasoning, Low)	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%
MoonshotAI: Kimi K2.6	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%
Gemma 4 31B (Reasoning)	100	100	100	100	100	100	100	100.0%
Qwen 3.5 122B	100	100	100	100	100	100	100	100.0%
Qwen 3.5 Plus (2026-04-20)	100	100	100	100	100	100	100	100.0%
Gemma 4 26B (Reasoning)	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%
Grok 4.20 (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%
Qwen 3.6 Flash	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%
DeepSeek V4 Pro (Reasoning)	100	100	100	100	100	100	100	100.0%
Claude Opus 4.7	100	100	100	100	100	100	100	100.0%
Qwen 3.6 27B	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%
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%
GPT-5.5	100	100	100	100	100	100	100	100.0%
Qwen 3.6 35B	100	100	100	100	100	100	100	100.0%
DeepSeek V4 Flash (Reasoning)	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%
Xiaomi MIMO v2.5 Pro	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%
Gemma 4 31B	100	100	100	100	100	100	100	100.0%
Gemini 2.5 Flash (Reasoning)	100	100	100	100	100	100	100	100.0%
Gemini 3.5 Flash (Reasoning, Minimal)	100	100	100	100	100	100	100	100.0%
GPT-OSS 120B	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite (Reasoning)	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%
Gemma 4 26B	100	100	100	100	100	100	100	100.0%
Gemini 3.1 Flash Lite	100	100	100	100	100	100	100	100.0%
GPT-5.4 Mini (Reasoning, Low)	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%
Xiaomi MIMO v2.5	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%
GPT-5.4	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%
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%
Z.AI GLM 4.5 Air	100	100	100	100	100	100	100	100.0%
Hermes 3 405B	100	100	100	100	100	100	100	100.0%
DeepSeek V4 Pro	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-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%
Qwen 3 32B	100	100	100	100	100	100	100	100.0%
DeepSeek V4 Flash	100	100	100	100	100	100	100	100.0%
Grok 4.20	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning)	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%
Inception Mercury	100	100	100	100	100	100	100	100.0%
GPT-5.4 Nano (Reasoning, Low)	100	100	100	100	100	100	100	100.0%
GPT-4o Mini (temp=1)	100	100	100	100	100	100	100	100.0%
Grok 4.3	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%
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%
GPT-5.4 Nano	100	100	100	100	100	100	100	100.0%
Arcee AI: Trinity Large (Preview)	100	100	100	100	100	100	100	100.0%
Mistral Small Creative	100	100	100	100	100	100	100	100.0%
Ministral 3 14B	100	100	100	100	100	100	100	100.0%
GPT-4.1 Nano	100	100	100	100	100	100	100	100.0%
Ministral 3 8B	100	100	100	100	100	100	100	100.0%
Claude 3 Haiku	100	100	100	100	100	100	100	100.0%
WizardLM 2 8x22b	100	100	100	100	100	100	100	100.0%
Arcee AI: Trinity Mini	100	100	100	100	100	100	100	100.0%
Gemma 3 4B	100	100	100	100	100	100	100	100.0%
Ministral 3 3B	100	100	100	100	100	100	100	100.0%
Mistral NeMO	100	100	100	100	100	100	100	100.0%
Ministral 8B	100	100	100	100	100	100	100	100.0%
Ministral 3B	100	100	100	100	100	100	100	100.0%
LFM2 24B	100	100	100	100	100	100	100	100.0%
Z.AI GLM 4.7 Flash	100	100	100	100	100	100	50	92.9%
Gemini 2.5 Flash Lite (Reasoning)	100	100	100	100	100	100	33	90.5%
Llama 3.1 8B	100	100	100	100	100	100	33	90.5%
Qwen 3.5 Flash	100	100	100	100	100	100	1	85.8%
Aion 2.0	100	100	100	100	100	100	0	85.8%
GPT-5 Nano	100	100	100	100	100	50	33	83.3%
DeepSeek V3 (2025-03-24)	100	100	100	100	100	50	33	83.3%
Inception Mercury 2	100	100	100	100	100	50	25	82.1%
Cydonia 24B V4.1	100	100	100	100	100	50	25	82.1%
DeepSeek-V2 Chat	100	100	100	100	100	33	33	81.0%
ByteDance Seed 1.6 Flash	100	100	100	100	100	33	25	79.8%
Skyfall 36B V2	100	100	100	100	50	50	50	78.6%
Nemotron 3 Nano	100	100	100	100	100	33	17	78.6%
Rocinante 12B	100	100	100	50	50	33	11	63.5%
Cohere Command R+ (Aug. 2024)	100	100	100	50	25	25	25	60.7%
Hermes 3 70B	100	100	0	0	0	0	0	28.7%

No hallucinated or fabricated content

Overall Performance

Performance Score Distribution (Top 20)

Price-Performance Score Distribution (Top 20)

Most Stable Models (Top 20)

Top Overall Models (Top 20)

Individual Scenarios

Generic Prompt

Passive voice → active voice

Specific Prompt

Passive voice → active voice