No hallucinated or fabricated content

Test: Text Replacement

Avg. Score
97.8%
Scenarios
2

Overall Performance

Rank ▲ Model Score Avg. Cost Avg. Time Stability
1Gemini 2.5 Flash Lite100.0%$0.00042.5s100%
2Ministral 8B100.0%$0.00023.9s100%
3Ministral 3 8B100.0%$0.00024.2s100%
4GPT-4.1 Nano100.0%$0.00045.0s100%
5Mistral Small 4100.0%$0.00064.5s100%
6Ministral 3 14B100.0%$0.00035.7s100%
7Gemini 3.1 Flash Lite (Preview)100.0%$0.00132.4s100%
8Gemini 3.1 Flash Lite100.0%$0.00132.4s100%
9GPT-5.4 Nano100.0%$0.00113.8s100%
10Mistral Small 3.2 24B100.0%$0.00036.9s100%
11GPT-6 Luna100.0%$0.00056.6s100%
12Gemini 3.5 Flash Lite (Reasoning)100.0%$0.00211.9s100%
13Laguna S 2.1100.0%$0.00028.9s100%
14Gemini 3.5 Flash Lite (Reasoning, Minimal)100.0%$0.00212.0s100%
15Gemma 3 4B100.0%$0.000110.1s100%
16Gemini 2.5 Flash100.0%$0.00213.0s100%
17DeepSeek V4 Flash100.0%$0.000310.6s100%
18GPT-5.4 Nano (Reasoning, Low)100.0%$0.00147.4s100%
19Arcee AI: Trinity Mini100.0%$0.000311.2s100%
20Mistral Medium 3.1100.0%$0.00186.3s100%
21Gemini 3.1 Flash Lite (Reasoning)100.0%$0.00138.2s100%
22Gemma 3 12B100.0%$0.000112.8s100%
23Gemini 3 Flash (Preview)100.0%$0.00274.3s100%
24GPT-4o Mini (temp=1)100.0%$0.000612.4s100%
25GPT-4.1 Mini100.0%$0.001510.3s100%
26GPT-4o Mini (temp=0)100.0%$0.000613.8s100%
27Mistral Large 3100.0%$0.001610.5s100%
28Grok 4.3100.0%$0.00306.0s100%
29Grok 4.20100.0%$0.00296.5s100%
30GPT-5.4 Mini100.0%$0.00403.2s100%
31Qwen 2.5 72B100.0%$0.000416.3s100%
32Qwen 3.5 Plus (2026-02-15)100.0%$0.002210.2s100%
33Mistral Large 4.0100.0%$0.002112.2s100%
34GPT-6 Luna (Reasoning, Medium)100.0%$0.001019.2s100%
35Claude Haiku 4.5100.0%$0.00515.8s100%
36GPT-5.6 Luna100.0%$0.00535.4s100%
37Z.AI GLM 5.3 Flash (Reasoning, Low)100.0%$0.000423.4s100%
38Gemma 3 27B100.0%$0.000324.0s100%
39GPT-5.4 Mini (Reasoning, Low)100.0%$0.00527.9s100%
40DeepSeek V3 (2024-12-26)100.0%$0.001223.1s100%
41Gemma 4 26B100.0%$0.000327.1s100%
42Gemini 3.6 Flash (Reasoning, Minimal)100.0%$0.00703.1s100%
43Mistral Medium 3.5100.0%$0.00684.2s100%
44Mistral Medium 3.5 (Reasoning)100.0%$0.00684.3s100%
45Xiaomi MIMO v2.5100.0%$0.004015.0s100%
46DeepSeek V4 Pro100.0%$0.002022.3s100%
47Gemini 3.5 Flash (Reasoning, Minimal)100.0%$0.00813.5s100%
48GPT-6 Luna (Reasoning, High)100.0%$0.001527.2s100%
49Mistral Large 2100.0%$0.006210.5s100%
50GPT-4.1100.0%$0.00766.4s100%
51GPT-5.4 Nano (Reasoning)100.0%$0.003422.3s100%
52GPT-4o, Aug. 6th (temp=1)100.0%$0.00864.1s100%
53GPT-4o, Aug. 6th (temp=0)100.0%$0.00913.9s100%
54Hermes 3 405B100.0%$0.001731.7s100%
55DeepSeek V3.1100.0%$0.000935.4s100%
56Gemini 4 Argon (Reasoning, Medium)100.0%$0.00936.0s100%
57GPT-6 Sol100.0%$0.009110.6s100%
58Thinking Machines Inkling100.0%$0.003830.5s100%
59Gemma 4 31B100.0%$0.000444.2s100%
60Qwen 3 32B100.0%$0.001043.4s100%
61GPT-5.6 Luna (Reasoning, Medium)100.0%$0.01010.6s100%
62GPT-OSS 120B100.0%$0.001046.5s100%
63Qwen 3.7 Flash (Reasoning)100.0%$0.001246.9s100%
64GPT-5.6 Terra100.0%$0.0134.2s100%
65DeepSeek V3.2100.0%$0.000753.2s100%
66GPT-5.4100.0%$0.0138.3s100%
67Xiaomi MIMO v2.5 Pro100.0%$0.007332.3s100%
68Claude Sonnet 4.6100.0%$0.0157.5s100%
69Claude Sonnet 4.5100.0%$0.0157.2s100%
70Claude Sonnet 5100.0%$0.01411.8s100%
71Claude Sonnet 4100.0%$0.0159.4s100%
72Grok 4.5 (Reasoning, Low)100.0%$0.01421.2s100%
73Gemini 2.5 Flash (Reasoning)100.0%$0.01422.4s100%
74Z.AI GLM 4.5100.0%$0.006352.4s100%
75GPT-5 Mini100.0%$0.008250.8s100%
76MiniMax M2.5100.0%$0.00211.3m100%
77Z.AI GLM 4.6100.0%$0.007857.8s100%
78GPT-5.4 (Reasoning, Low)100.0%$0.02014.1s100%
79GPT-6 Sol (Reasoning, Medium)100.0%$0.01921.0s100%
80Z.AI GLM 5.2 (Reasoning, High)100.0%$0.01344.0s100%
81Claude Sonnet 5.5 (Reasoning)100.0%$0.02310.8s100%
82DeepSeek V4.1 Flash (Reasoning, High)100.0%$0.00891.1m100%
83Gemini 3.7 Flash (Reasoning, Medium)100.0%$0.02218.5s100%
84Qwen 3.6 Flash100.0%$0.01445.2s100%
85Qwen 3.6 35B100.0%$0.0111.0m100%
86Claude Opus 4.5100.0%$0.0268.1s100%
87Claude Opus 4.6100.0%$0.0268.7s100%
88GPT-5.4 Mini (Reasoning)100.0%$0.01837.8s100%
89GPT-5.6 Sol100.0%$0.0266.5s100%
90GPT-5.5100.0%$0.0266.8s100%
91GPT-5.6 Terra (Reasoning, Medium)100.0%$0.02612.5s100%
92GPT-5.2100.0%$0.02522.2s100%
93Z.AI GLM 4.5 Air100.0%$0.00591.5m100%
94ByteDance Seed 1.6100.0%$0.00771.4m100%
95Gemini 3 Flash (Preview, Reasoning)100.0%$0.02236.9s100%
96ByteDance Seed 2.0 Lite100.0%$0.00851.6m100%
97GPT-5.5 (Reasoning, Low)100.0%$0.03211.5s100%
98Z.AI GLM 5 Turbo100.0%$0.02250.4s100%
99Grok 4.20 (Reasoning)100.0%$0.0181.1m100%
100o4 Mini100.0%$0.02639.2s100%
101Claude Opus 4.7100.0%$0.0367.3s100%
102GPT-5.1100.0%$0.02934.1s100%
103Claude Opus 5100.0%$0.03611.5s100%
104Claude Sonnet 5 (Reasoning)100.0%$0.03426.1s100%
105Nemotron 3 Super100.0%$0.00002.5m100%
106Thinking Machines Inkling Small (Reasoning, High)100.0%$0.0141.7m100%
107Claude Sonnet 5 (Reasoning, Low)100.0%$0.03426.8s100%
108Grok 4.3 (Reasoning)100.0%$0.0191.5m100%
109Muse Spark 1.3 (Reasoning, Medium)100.0%$0.0281.1m100%
110Kimi K3 (Reasoning, Low)100.0%$0.03155.2s100%
111Xiaomi MIMO v2.6 Pro100.0%$0.00832.5m100%
112Qwen 3.5 Plus (2026-04-20)100.0%$0.0202.1m100%
113Qwen 3.6 27B100.0%$0.0271.9m100%
114Gemma 4 26B (Reasoning)100.0%$0.00423.4m100%
115GPT-5.6 Sol (Reasoning, Medium)100.0%$0.05822.4s100%
116GPT-5.4 (Reasoning)100.0%$0.05247.2s100%
117MiniMax M2.7100.0%$0.0143.1m100%
118Z.AI GLM 4.7100.0%$0.0173.0m100%
119Grok 4.5 (Reasoning, High)100.0%$0.0451.3m100%
120Qwen 3.8 Flash (Reasoning)100.0%$0.00943.5m100%
121Gemini 2.5 Pro100.0%$0.05641.9s100%
122Claude Opus 4.7 (Reasoning)100.0%$0.06413.9s100%
123Muse Glimmer 30B (Reasoning, Medium)96.4%$0.004228.6s74%
124Xiaomi MIMO v2.6 Flash100.0%$0.00234.0m100%
125Mistral Small 4 (Reasoning)96.4%$0.003634.3s74%
126ByteDance Seed 2.0 Mini100.0%$0.00364.0m100%
127GPT-5100.0%$0.0501.3m100%
128DeepSeek V4 Pro (Reasoning)100.0%$0.0133.5m100%
129Claude Opus 5 (Reasoning)100.0%$0.06522.6s100%
130Qwen 3.5 397B A17B100.0%$0.0113.7m100%
131GPT-6.1 Sol (Reasoning, Medium)96.4%$0.01117.7s74%
132Qwen 3.5 122B100.0%$0.0411.9m100%
133GPT-5.5 (Reasoning, Medium)100.0%$0.06825.1s100%
134Aion 3.5 Mini (Reasoning, High)100.0%$0.0163.6m100%
135Z.AI GLM 5100.0%$0.0233.2m100%
136Claude Opus 4.8 (Reasoning, Low)100.0%$0.07124.9s100%
137Claude Opus 4.8 (Reasoning)100.0%$0.07224.8s100%
138o4 Mini High100.0%$0.0561.4m100%
139Muse Spark 1.2 (Reasoning, Medium)96.4%$0.02014.9s74%
140Claude Opus 4100.0%$0.07713.4s100%
141Gemini 3.6 Flash (Reasoning)100.0%$0.07136.0s100%
142Claude Opus 5 (Reasoning, Low)100.0%$0.07525.2s100%
143Muse Wonder (Reasoning, Medium)100.0%$0.07718.5s100%
144Grok 4.6 (Reasoning, High)100.0%$0.0492.0m100%
145Mistral Large 4.0 (Reasoning)100.0%$0.0283.3m100%
146Qwen 3.5 27B100.0%$0.0372.9m100%
147Gemini 3.5 Flash (Reasoning)100.0%$0.07733.0s100%
148 Kimi K3 (Reasoning, High)100.0%$0.0551.9m100%
149Gemini 2.5 Flash Lite (Reasoning)95.2%$0.003332.9s66%
150Laguna XS 2.192.9%$0.000416.1s65%
151Llama 3.1 70B92.9%$0.000718.9s65%
152Writer: Palmyra X592.9%$0.005013.7s65%
153DeepSeek V4 Flash (Reasoning)96.4%$0.00132.3m74%
154Aion 3.5 (Reasoning, High)100.0%$0.0512.9m100%
155Z.AI GLM 5.1100.0%$0.0443.4m100%
156Aion 3.0100.0%$0.0542.9m100%
157Muse Spark 1.1 (Reasoning, Medium)92.9%$0.01517.3s65%
158Gemini 3.8 Flash (Reasoning, Medium)100.0%$0.0861.0m100%
159Ministral 3 3B89.3%$0.00022.9s59%
160Qwen 3.5 9B96.4%$0.00202.9m74%
161Gemma 4 31B (Reasoning)100.0%$0.00276.3m100%
162Qwen 3.7 Max100.0%$0.0722.1m100%
163Claude Haiku 5.5 (Adaptive)89.3%$0.001912.1s59%
164Qwen 3.8 27B (Reasoning, XHigh)100.0%$0.0354.5m100%
165Grok 4.7 (Reasoning, High)100.0%$0.0652.7m100%
166Cydonia 24B V4.191.1%$0.000618.0s55%
167Z.AI GLM 5.3 Flash (Reasoning, Max)100.0%$0.00456.7m100%
168DeepSeek-V2 Chat90.5%$0.001121.5s53%
169MiniMax M3100.0%$0.0176.0m100%
170Ministral 3B85.7%$0.00012.9s55%
171Thinking Machines Inkling (Reasoning)100.0%$0.0414.8m100%
172ByteDance Seed 1.6 Flash89.9%$0.001221.9s50%
173Qwen 3 235B A22B Instruct 250785.7%$0.000419.2s55%
174Z.AI GLM 4.7 Flash92.9%$0.00342.4m65%
175DeepSeek V3 (2025-03-24)88.1%$0.000842.6s54%
176Qwen 3.5 35B92.9%$0.0251.3m65%
177Aion 3.0 Mini95.2%$0.0102.9m66%
178Qwen 3.6 Max Preview100.0%$0.0664.0m100%
179Hy4 Preview (Reasoning, High)100.0%$0.0534.8m100%
180Muse Spark 1.1 (Reasoning, Minimal)87.5%$0.01011.8s51%
181Kimi K2.5100.0%$0.0296.5m100%
182Qwen 3.5 Flash92.9%$0.00501.4m49%
183Aion 2.092.9%$0.00691.5m49%
184Claude Opus 5.5 (Reasoning)95.2%$0.06224.5s66%
185Claude Opus 4.6 (Reasoning)100.0%$0.1291.1m100%
186Claude Sonnet 4.6 (Reasoning)100.0%$0.1231.5m100%
187DeepSeek V4 Flash 0731 (Reasoning, High)92.9%$0.00433.7m65%
188GPT-5 Nano88.1%$0.00521.9m54%
189Inception Mercury 281.5%$0.00273.7s41%
190Mistral NeMO76.2%$0.00023.1s44%
191Claude Haiku 5.5 (Reasoning, Medium)76.2%$0.00139.5s44%
192WizardLM 2 8x22b85.7%$0.00141.5m41%
193Ember-1 (Reasoning, Max)100.0%$0.1402.6m100%
194Kimi K2.6100.0%$0.0727.6m100%
195Claude Haiku 5.5 (Reasoning, Low)70.2%$0.00138.6s30%
196Gemini 3.1 Pro (Preview)100.0%$0.1682.6m100%
197Nemotron 3 Nano82.1%$0.00344.0m42%
198DeepSeek V4 Pro 0813 (Reasoning, High)92.9%$0.0684.3m49%
199Qwen 3.8 Max (Reasoning, XHigh)100.0%$0.1268.1m100%
200Z.AI GLM 5.3 (Reasoning, Max)100.0%$0.11410.2m100%
201Hermes 3 70B60.8%$0.00222.8m6%
202Cohere Command R+ (Aug. 2024)37.9%$0.009218.4s7%
97.77%

Individual Scenarios

Generic Prompt

▼

Passive voice → active voice

Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 Avg ▼
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100100100.0%
GPT-6.1 Sol (Reasoning, Medium)100100100100100100100100.0%
Gemini 3.8 Flash (Reasoning, Medium)100100100100100100100100.0%
Ember-1 (Reasoning, Max)100100100100100100100100.0%
Muse Wonder (Reasoning, Medium)100100100100100100100100.0%
Z.AI GLM 5.3 (Reasoning, Max)100100100100100100100100.0%
GPT-5.6 Sol (Reasoning, Medium)100100100100100100100100.0%
Claude Opus 4.6 (Reasoning)100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100.0%
Gemini 3.7 Flash (Reasoning, Medium)100100100100100100100100.0%
Hy4 Preview (Reasoning, High)100100100100100100100100.0%
Qwen 3.7 Max100100100100100100100100.0%
DeepSeek V4.1 Flash (Reasoning, High)100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Max)100100100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100100100.0%
GPT-6 Luna (Reasoning, High)100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100.0%
Gemini 4 Argon (Reasoning, Medium)100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100100100.0%
GPT-5.5 (Reasoning, Medium)100100100100100100100100.0%
Claude Sonnet 4.6 (Reasoning)100100100100100100100100.0%
Z.AI GLM 5.2 (Reasoning, High)100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning)100100100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100100100.0%
Kimi K3 (Reasoning, High)100100100100100100100100.0%
Qwen 3.8 27B (Reasoning, XHigh)100100100100100100100100.0%
Claude Sonnet 5.5 (Reasoning)100100100100100100100100.0%
Grok 4.6 (Reasoning, High)100100100100100100100100.0%
GPT-6 Sol (Reasoning, Medium)100100100100100100100100.0%
Grok 4.7 (Reasoning, High)100100100100100100100100.0%
Kimi K2.6100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100.0%
GPT-5.6 Terra (Reasoning, Medium)100100100100100100100100.0%
GPT-6 Luna (Reasoning, Medium)100100100100100100100100.0%
Aion 3.5 Mini (Reasoning, High)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100100100.0%
Claude Opus 4.6100100100100100100100100.0%
Mistral Large 4.0 (Reasoning)100100100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100100100.0%
Claude Opus 5 (Reasoning, Low)100100100100100100100100.0%
Aion 3.5 (Reasoning, High)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning, Low)100100100100100100100100.0%
Xiaomi MIMO v2.6 Pro100100100100100100100100.0%
GPT-5100100100100100100100100.0%
GPT-5 Mini100100100100100100100100.0%
Claude Opus 5 (Reasoning)100100100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100100100.0%
Grok 4.3 (Reasoning)100100100100100100100100.0%
Grok 4.5 (Reasoning, Low)100100100100100100100100.0%
GPT-5.4 (Reasoning, Low)100100100100100100100100.0%
Grok 4.20 (Reasoning)100100100100100100100100.0%
Kimi K2.5100100100100100100100100.0%
Thinking Machines Inkling (Reasoning)100100100100100100100100.0%
GPT-5.6 Sol100100100100100100100100.0%
GPT-5.1100100100100100100100100.0%
Claude Sonnet 4.6100100100100100100100100.0%
GPT-5.6 Luna (Reasoning, Medium)100100100100100100100100.0%
MiniMax M3100100100100100100100100.0%
Claude Sonnet 5 (Reasoning)100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100.0%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100100100.0%
GPT-6 Sol100100100100100100100100.0%
Qwen 3.5 27B100100100100100100100100.0%
Claude Opus 5100100100100100100100100.0%
Gemini 3 Flash (Preview, Reasoning)100100100100100100100100.0%
Claude Opus 4.7100100100100100100100100.0%
GPT-5.4 Mini (Reasoning)100100100100100100100100.0%
Qwen 3.5 Plus (2026-04-20)100100100100100100100100.0%
Gemma 4 31B (Reasoning)100100100100100100100100.0%
Claude Opus 4.5100100100100100100100100.0%
Z.AI GLM 5100100100100100100100100.0%
ByteDance Seed 1.6100100100100100100100100.0%
GPT-5.2100100100100100100100100.0%
GPT-5.5100100100100100100100100.0%
Qwen 3.6 Flash100100100100100100100100.0%
DeepSeek V4 Pro (Reasoning)100100100100100100100100.0%
Gemma 4 26B (Reasoning)100100100100100100100100.0%
Aion 3.0100100100100100100100100.0%
o4 Mini High100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Low)100100100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100100100.0%
Gemini 2.5 Pro100100100100100100100100.0%
Qwen 3.6 27B100100100100100100100100.0%
GPT-5.6 Terra100100100100100100100100.0%
Z.AI GLM 4.7100100100100100100100100.0%
Qwen 3.6 35B100100100100100100100100.0%
Z.AI GLM 4.6100100100100100100100100.0%
Claude Sonnet 4100100100100100100100100.0%
Claude Sonnet 4.5100100100100100100100100.0%
Thinking Machines Inkling Small (Reasoning, High)100100100100100100100100.0%
Claude Sonnet 5100100100100100100100100.0%
Xiaomi MIMO v2.6 Flash100100100100100100100100.0%
Claude Opus 4100100100100100100100100.0%
GPT-4.1100100100100100100100100.0%
MiniMax M2.5100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning, Minimal)100100100100100100100100.0%
Aion 2.0100100100100100100100100.0%
o4 Mini100100100100100100100100.0%
MiniMax M2.7100100100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100100100.0%
Xiaomi MIMO v2.5 Pro100100100100100100100100.0%
Gemini 3.1 Flash Lite (Reasoning)100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning, Minimal)100100100100100100100100.0%
ByteDance Seed 2.0 Mini100100100100100100100100.0%
Qwen 3.5 Flash100100100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100100100.0%
Gemini 3.1 Flash Lite (Preview)100100100100100100100100.0%
Mistral Medium 3.5 (Reasoning)100100100100100100100100.0%
Gemma 4 31B100100100100100100100100.0%
Gemini 3.1 Flash Lite100100100100100100100100.0%
GPT-5.6 Luna100100100100100100100100.0%
Z.AI GLM 4.5100100100100100100100100.0%
Gemma 4 26B100100100100100100100100.0%
GPT-OSS 120B100100100100100100100100.0%
Mistral Large 4.0100100100100100100100100.0%
Mistral Medium 3.5100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning, Minimal)100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning)100100100100100100100100.0%
GPT-5.4100100100100100100100100.0%
Mistral Large 3100100100100100100100100.0%
ByteDance Seed 2.0 Lite100100100100100100100100.0%
Gemini 2.5 Flash (Reasoning)100100100100100100100100.0%
DeepSeek-V2 Chat100100100100100100100100.0%
Xiaomi MIMO v2.5100100100100100100100100.0%
GPT-6 Luna100100100100100100100100.0%
Aion 3.0 Mini100100100100100100100100.0%
GPT-5.4 Mini (Reasoning, Low)100100100100100100100100.0%
Claude Haiku 4.5100100100100100100100100.0%
Gemini 2.5 Flash Lite (Reasoning)100100100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100100100.0%
DeepSeek V3.1100100100100100100100100.0%
DeepSeek V3.2100100100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100100100.0%
DeepSeek V4 Pro100100100100100100100100.0%
DeepSeek V4 Flash100100100100100100100100.0%
Nemotron 3 Super100100100100100100100100.0%
Mistral Large 2100100100100100100100100.0%
GPT-4.1 Mini100100100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100100100.0%
Grok 4.20100100100100100100100100.0%
Hermes 3 405B100100100100100100100100.0%
Z.AI GLM 4.5 Air100100100100100100100100.0%
Gemini 2.5 Flash100100100100100100100100.0%
GPT-5.4 Mini100100100100100100100100.0%
GPT-5.4 Nano (Reasoning)100100100100100100100100.0%
Laguna S 2.1100100100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100100100.0%
Qwen 3 32B100100100100100100100100.0%
Grok 4.3100100100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100100100.0%
GPT-5.4 Nano (Reasoning, Low)100100100100100100100100.0%
Mistral Small 3.2 24B100100100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100100100.0%
Mistral Medium 3.1100100100100100100100100.0%
Gemma 3 12B100100100100100100100100.0%
Gemma 3 27B100100100100100100100100.0%
Mistral Small 4100100100100100100100100.0%
Thinking Machines Inkling100100100100100100100100.0%
Qwen 2.5 72B100100100100100100100100.0%
Cydonia 24B V4.1100100100100100100100100.0%
GPT-5.4 Nano100100100100100100100100.0%
ByteDance Seed 1.6 Flash100100100100100100100100.0%
Ministral 3 14B100100100100100100100100.0%
Ministral 3 8B100100100100100100100100.0%
GPT-4.1 Nano100100100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100100100.0%
Gemma 3 4B100100100100100100100100.0%
Ministral 8B100100100100100100100100.0%
Muse Spark 1.2 (Reasoning, Medium)1001001001001001005092.9%
Muse Spark 1.1 (Reasoning, Medium)1001001001001001005092.9%
Muse Glimmer 30B (Reasoning, Medium)1001001001001001005092.9%
DeepSeek V4 Flash (Reasoning)1001001001001001005092.9%
DeepSeek V4 Flash 0731 (Reasoning, High)1001001001001001005092.9%
Qwen 3.5 9B1001001001001001005092.9%
Z.AI GLM 4.7 Flash1001001001001001005092.9%
GPT-5 Nano1001001001001001005092.9%
DeepSeek V3 (2025-03-24)1001001001001001005092.9%
Mistral Small 4 (Reasoning)1001001001001001005092.9%
Hermes 3 70B1001001001001001005092.9%
Claude Opus 5.5 (Reasoning)1001001001001001003390.5%
Qwen 3.5 35B100100100100100505085.7%
Writer: Palmyra X5100100100100100505085.7%
Llama 3.1 70B100100100100100505085.7%
Laguna XS 2.1100100100100100505085.7%
Nemotron 3 Nano100100100100100505085.7%
Inception Mercury 2100100100100100333381.0%
Claude Haiku 5.5 (Adaptive)10010010010050505078.6%
Ministral 3 3B10010010010050505078.6%
Muse Spark 1.1 (Reasoning, Minimal)10010010010050502575.0%
WizardLM 2 8x22b1001001001005050071.5%
Qwen 3 235B A22B Instruct 25071001001005050505071.4%
Ministral 3B1001001005050505071.4%
Claude Haiku 5.5 (Reasoning, Medium)10050505050333352.4%
Mistral NeMO10050505050333352.4%
Claude Haiku 5.5 (Reasoning, Low)5050503333333340.5%
Cohere Command R+ (Aug. 2024)202020141311815.1%

Specific Prompt

▼

Passive voice → active voice

Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 Avg ▼
Claude Opus 5.5 (Reasoning)100100100100100100100100.0%
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100100100.0%
Gemini 3.8 Flash (Reasoning, Medium)100100100100100100100100.0%
Ember-1 (Reasoning, Max)100100100100100100100100.0%
Muse Wonder (Reasoning, Medium)100100100100100100100100.0%
Z.AI GLM 5.3 (Reasoning, Max)100100100100100100100100.0%
GPT-5.6 Sol (Reasoning, Medium)100100100100100100100100.0%
Claude Opus 4.6 (Reasoning)100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100.0%
Gemini 3.7 Flash (Reasoning, Medium)100100100100100100100100.0%
Hy4 Preview (Reasoning, High)100100100100100100100100.0%
Muse Spark 1.2 (Reasoning, Medium)100100100100100100100100.0%
Qwen 3.7 Max100100100100100100100100.0%
DeepSeek V4.1 Flash (Reasoning, High)100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Max)100100100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100100100.0%
GPT-6 Luna (Reasoning, High)100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100.0%
Gemini 4 Argon (Reasoning, Medium)100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100100100.0%
GPT-5.5 (Reasoning, Medium)100100100100100100100100.0%
Claude Sonnet 4.6 (Reasoning)100100100100100100100100.0%
Z.AI GLM 5.2 (Reasoning, High)100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning)100100100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100100100.0%
Kimi K3 (Reasoning, High)100100100100100100100100.0%
Qwen 3.8 27B (Reasoning, XHigh)100100100100100100100100.0%
Claude Sonnet 5.5 (Reasoning)100100100100100100100100.0%
Grok 4.6 (Reasoning, High)100100100100100100100100.0%
GPT-6 Sol (Reasoning, Medium)100100100100100100100100.0%
Grok 4.7 (Reasoning, High)100100100100100100100100.0%
Kimi K2.6100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100.0%
GPT-5.6 Terra (Reasoning, Medium)100100100100100100100100.0%
GPT-6 Luna (Reasoning, Medium)100100100100100100100100.0%
Aion 3.5 Mini (Reasoning, High)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100100100.0%
Claude Opus 4.6100100100100100100100100.0%
Mistral Large 4.0 (Reasoning)100100100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100100100.0%
Claude Opus 5 (Reasoning, Low)100100100100100100100100.0%
Aion 3.5 (Reasoning, High)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning, Low)100100100100100100100100.0%
Xiaomi MIMO v2.6 Pro100100100100100100100100.0%
GPT-5100100100100100100100100.0%
Muse Spark 1.1 (Reasoning, Minimal)100100100100100100100100.0%
GPT-5 Mini100100100100100100100100.0%
Claude Opus 5 (Reasoning)100100100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100100100.0%
Grok 4.3 (Reasoning)100100100100100100100100.0%
Grok 4.5 (Reasoning, Low)100100100100100100100100.0%
GPT-5.4 (Reasoning, Low)100100100100100100100100.0%
Grok 4.20 (Reasoning)100100100100100100100100.0%
Kimi K2.5100100100100100100100100.0%
Thinking Machines Inkling (Reasoning)100100100100100100100100.0%
GPT-5.6 Sol100100100100100100100100.0%
GPT-5.1100100100100100100100100.0%
Claude Sonnet 4.6100100100100100100100100.0%
GPT-5.6 Luna (Reasoning, Medium)100100100100100100100100.0%
MiniMax M3100100100100100100100100.0%
Claude Sonnet 5 (Reasoning)100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100100100.0%
GPT-6 Sol100100100100100100100100.0%
Qwen 3.5 27B100100100100100100100100.0%
Claude Opus 5100100100100100100100100.0%
Gemini 3 Flash (Preview, Reasoning)100100100100100100100100.0%
Claude Opus 4.7100100100100100100100100.0%
GPT-5.4 Mini (Reasoning)100100100100100100100100.0%
Qwen 3.5 Plus (2026-04-20)100100100100100100100100.0%
Gemma 4 31B (Reasoning)100100100100100100100100.0%
Claude Opus 4.5100100100100100100100100.0%
Z.AI GLM 5100100100100100100100100.0%
ByteDance Seed 1.6100100100100100100100100.0%
GPT-5.2100100100100100100100100.0%
Claude Haiku 5.5 (Adaptive)100100100100100100100100.0%
GPT-5.5100100100100100100100100.0%
Qwen 3.6 Flash100100100100100100100100.0%
DeepSeek V4 Pro (Reasoning)100100100100100100100100.0%
Gemma 4 26B (Reasoning)100100100100100100100100.0%
Muse Glimmer 30B (Reasoning, Medium)100100100100100100100100.0%
Aion 3.0100100100100100100100100.0%
o4 Mini High100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Low)100100100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100100100.0%
Gemini 2.5 Pro100100100100100100100100.0%
Qwen 3.6 27B100100100100100100100100.0%
GPT-5.6 Terra100100100100100100100100.0%
DeepSeek V4 Flash (Reasoning)100100100100100100100100.0%
Z.AI GLM 4.7100100100100100100100100.0%
Qwen 3.6 35B100100100100100100100100.0%
Z.AI GLM 4.6100100100100100100100100.0%
Claude Sonnet 4100100100100100100100100.0%
Claude Sonnet 4.5100100100100100100100100.0%
Thinking Machines Inkling Small (Reasoning, High)100100100100100100100100.0%
Claude Sonnet 5100100100100100100100100.0%
Xiaomi MIMO v2.6 Flash100100100100100100100100.0%
Claude Opus 4100100100100100100100100.0%
Qwen 3.5 35B100100100100100100100100.0%
GPT-4.1100100100100100100100100.0%
MiniMax M2.5100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning, Minimal)100100100100100100100100.0%
o4 Mini100100100100100100100100.0%
MiniMax M2.7100100100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100100100.0%
Xiaomi MIMO v2.5 Pro100100100100100100100100.0%
Gemini 3.1 Flash Lite (Reasoning)100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning, Minimal)100100100100100100100100.0%
ByteDance Seed 2.0 Mini100100100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100100100.0%
Gemini 3.1 Flash Lite (Preview)100100100100100100100100.0%
Mistral Medium 3.5 (Reasoning)100100100100100100100100.0%
Gemma 4 31B100100100100100100100100.0%
Gemini 3.1 Flash Lite100100100100100100100100.0%
GPT-5.6 Luna100100100100100100100100.0%
Z.AI GLM 4.5100100100100100100100100.0%
Gemma 4 26B100100100100100100100100.0%
GPT-OSS 120B100100100100100100100100.0%
Claude Haiku 5.5 (Reasoning, Low)100100100100100100100100.0%
Mistral Large 4.0100100100100100100100100.0%
Mistral Medium 3.5100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning, Minimal)100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning)100100100100100100100100.0%
GPT-5.4100100100100100100100100.0%
Mistral Large 3100100100100100100100100.0%
ByteDance Seed 2.0 Lite100100100100100100100100.0%
Claude Haiku 5.5 (Reasoning, Medium)100100100100100100100100.0%
Gemini 2.5 Flash (Reasoning)100100100100100100100100.0%
Qwen 3.5 9B100100100100100100100100.0%
Xiaomi MIMO v2.5100100100100100100100100.0%
GPT-6 Luna100100100100100100100100.0%
GPT-5.4 Mini (Reasoning, Low)100100100100100100100100.0%
Claude Haiku 4.5100100100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100100100.0%
DeepSeek V3.1100100100100100100100100.0%
DeepSeek V3.2100100100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100100100.0%
DeepSeek V4 Pro100100100100100100100100.0%
DeepSeek V4 Flash100100100100100100100100.0%
Nemotron 3 Super100100100100100100100100.0%
Mistral Large 2100100100100100100100100.0%
GPT-4.1 Mini100100100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100100100.0%
Grok 4.20100100100100100100100100.0%
Hermes 3 405B100100100100100100100100.0%
Z.AI GLM 4.5 Air100100100100100100100100.0%
Gemini 2.5 Flash100100100100100100100100.0%
GPT-5.4 Mini100100100100100100100100.0%
GPT-5.4 Nano (Reasoning)100100100100100100100100.0%
Laguna S 2.1100100100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100100100.0%
Mistral Small 4 (Reasoning)100100100100100100100100.0%
Qwen 3 32B100100100100100100100100.0%
Writer: Palmyra X5100100100100100100100100.0%
Qwen 3 235B A22B Instruct 2507100100100100100100100100.0%
Grok 4.3100100100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100100100.0%
GPT-5.4 Nano (Reasoning, Low)100100100100100100100100.0%
Llama 3.1 70B100100100100100100100100.0%
Mistral Small 3.2 24B100100100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100100100.0%
Mistral Medium 3.1100100100100100100100100.0%
Gemma 3 12B100100100100100100100100.0%
Gemma 3 27B100100100100100100100100.0%
Laguna XS 2.1100100100100100100100100.0%
Mistral Small 4100100100100100100100100.0%
Thinking Machines Inkling100100100100100100100100.0%
Qwen 2.5 72B100100100100100100100100.0%
GPT-5.4 Nano100100100100100100100100.0%
WizardLM 2 8x22b100100100100100100100100.0%
Ministral 3 14B100100100100100100100100.0%
Ministral 3 8B100100100100100100100100.0%
GPT-4.1 Nano100100100100100100100100.0%
Arcee AI: Trinity Mini100100100100100100100100.0%
Gemma 3 4B100100100100100100100100.0%
Ministral 3 3B100100100100100100100100.0%
Mistral NeMO100100100100100100100100.0%
Ministral 8B100100100100100100100100.0%
Ministral 3B100100100100100100100100.0%
GPT-6.1 Sol (Reasoning, Medium)1001001001001001005092.9%
Muse Spark 1.1 (Reasoning, Medium)1001001001001001005092.9%
DeepSeek V4 Flash 0731 (Reasoning, High)1001001001001001005092.9%
Z.AI GLM 4.7 Flash1001001001001001005092.9%
Aion 3.0 Mini1001001001001001003390.5%
Gemini 2.5 Flash Lite (Reasoning)1001001001001001003390.5%
Qwen 3.5 Flash100100100100100100185.8%
Aion 2.0100100100100100100085.8%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100100100100085.8%
GPT-5 Nano100100100100100503383.3%
DeepSeek V3 (2025-03-24)100100100100100503383.3%
Inception Mercury 2100100100100100502582.1%
Cydonia 24B V4.1100100100100100502582.1%
DeepSeek-V2 Chat100100100100100333381.0%
ByteDance Seed 1.6 Flash100100100100100332579.8%
Nemotron 3 Nano100100100100100331778.6%
Cohere Command R+ (Aug. 2024)1001001005025252560.7%
Hermes 3 70B1001000000028.7%