Passive voice overuse

Test: Bad Writing Habits

Avg. Score
96.7%
Scenarios
18

Overall Performance

Rank ▲ Model Score Avg. Cost Avg. Time Stability
1Qwen 3.7 Flash (Reasoning)99.6%$0.001055.2s98%
2o4 Mini99.5%$0.01525.7s97%
3o4 Mini High99.8%$0.02547.2s99%
4GPT-4o Mini (temp=1)99.0%$0.001234.8s96%
5Qwen 3 235B A22B Instruct 250799.0%$0.001159.2s96%
6Writer: Palmyra X598.8%$0.01122.0s96%
7Mistral Small 4 (Reasoning)98.7%$0.002230.2s95%
8DeepSeek V3 (2025-03-24)98.8%$0.001439.4s94%
9GPT-4.199.3%$0.01844.7s95%
10GPT-5.6 Luna98.8%$0.01515.8s94%
11Mistral Small 498.2%$0.001418.2s93%
12Grok 4.5 (Reasoning, Low)99.4%$0.0181.1m95%
13Grok 4.398.6%$0.006930.5s92%
14Gemini 2.5 Flash (Reasoning)98.1%$0.01121.5s93%
15Gemini 3.5 Flash Lite (Reasoning, Minimal)97.9%$0.00356.3s91%
16GPT-4.1 Mini98.1%$0.002719.0s91%
17GPT-5.6 Luna (Reasoning)98.6%$0.01718.0s92%
18GPT-5.4 Nano (Reasoning, Low)97.7%$0.005520.6s92%
19Grok 4.2098.5%$0.009345.7s92%
20GPT-5.4 Nano (Reasoning)98.0%$0.006124.5s91%
21GPT-5.4 Mini (Reasoning, Low)97.9%$0.01516.8s92%
22GPT-5.6 Terra99.0%$0.04636.9s95%
23Hermes 3 405B97.9%$0.003253.2s93%
24Grok 4.5 (Reasoning, High)99.2%$0.0301.6m96%
25GPT-5.4 Mini97.8%$0.01516.8s91%
26Ministral 3 3B97.3%$0.000511.1s90%
27DeepSeek V3 (2024-12-26)97.8%$0.002154.6s92%
28Qwen 3.6 Flash98.3%$0.01041.4s91%
29Qwen 3 32B97.6%$0.001554.6s92%
30GPT-4o Mini (temp=0)97.4%$0.001234.8s91%
31GPT-5.4 Nano97.3%$0.005726.3s91%
32Qwen 3.5 Flash97.5%$0.002547.5s91%
33Gemini 3.5 Flash Lite (Reasoning)97.2%$0.00356.6s89%
34GPT-4.1 Nano97.0%$0.000713.3s90%
35Qwen 3.5 Plus (2026-02-15)97.6%$0.006031.5s90%
36Mistral Medium 3.197.5%$0.004836.5s91%
37DeepSeek-V2 Chat97.5%$0.002153.3s91%
38Gemini 2.5 Flash97.3%$0.005210.6s89%
39Gemma 3 27B97.2%$0.000652.6s91%
40Gemma 3 12B97.1%$0.000441.3s91%
41Gemma 3 4B96.7%$0.000220.0s90%
42Qwen 3.5 9B97.9%$0.00111.4m92%
43Qwen 3.6 35B98.2%$0.00831.0m91%
44Qwen 3.5 122B98.1%$0.0251.1m93%
45GPT-4o, Aug. 6th (temp=1)97.9%$0.01824.4s90%
46Muse Spark 1.1 (Reasoning, Minimal)97.3%$0.01219.2s90%
47Thinking Machines Inkling98.0%$0.00751.5m92%
48Claude Sonnet 4.598.1%$0.03538.1s92%
49GPT-5.199.5%$0.0541.8m96%
50GPT-5.6 Terra (Reasoning)98.5%$0.04435.2s92%
51Ministral 3B96.5%$0.00018.1s89%
52Gemini 3.6 Flash (Reasoning, Minimal)97.1%$0.01714.3s90%
53ByteDance Seed 1.6 Flash96.6%$0.001327.3s90%
54Ministral 3 14B96.5%$0.000711.7s89%
55Ministral 3 8B96.3%$0.000819.6s90%
56Claude Haiku 4.596.9%$0.01121.6s90%
57Muse Spark 1.1 (Reasoning, Medium)97.1%$0.01523.9s90%
58GPT-5.498.8%$0.0491.4m95%
59Inception Mercury 296.8%$0.00327.0s87%
60Z.AI GLM 4.597.0%$0.005142.1s90%
61DeepSeek V4 Flash (Reasoning)96.6%$0.000731.1s89%
62Z.AI GLM 5 Turbo97.0%$0.008133.2s89%
63Gemini 3.8 Flash (Reasoning, Medium)96.8%$0.01418.0s89%
64Qwen 3.5 Plus (2026-04-20)98.3%$0.0171.8m92%
65Z.AI GLM 597.1%$0.00841.2m91%
66Grok 4.20 (Reasoning)98.4%$0.0181.5m90%
67Muse Spark 1.2 (Reasoning, Medium)97.0%$0.01838.3s90%
68Qwen 3.5 27B97.8%$0.0201.6m92%
69Mistral NeMO95.9%$0.000510.1s88%
70GPT-5.4 Mini (Reasoning)97.5%$0.02228.1s89%
71GPT-5.298.7%$0.0561.5m94%
72Muse Glimmer 30B (Reasoning, Medium)97.2%$0.003843.4s87%
73Gemini 2.5 Flash Lite (Reasoning)96.2%$0.002830.8s89%
74Muse Spark 1.3 (Reasoning, Medium)98.4%$0.0251.8m92%
75MiniMax M2.596.5%$0.00341.3m91%
76GPT-5.6 Sol99.6%$0.1051.2m97%
77GPT-5 Nano96.7%$0.00421.4m91%
78MiniMax M2.796.7%$0.00401.1m90%
79Gemini 3.6 Flash (Reasoning)97.5%$0.04432.5s91%
80DeepSeek V4 Flash96.0%$0.000631.6s88%
81Z.AI GLM 5.197.3%$0.0141.5m91%
82Gemini 3.5 Flash (Reasoning, Minimal)96.1%$0.01812.0s88%
83GPT-5.6 Sol (Reasoning)99.6%$0.1081.2m96%
84Gemini 3.7 Flash (Reasoning, Medium)96.7%$0.01218.2s87%
85GPT-5.4 (Reasoning, Low)98.4%$0.0551.4m93%
86Gemini 2.5 Flash Lite95.4%$0.00099.5s87%
87Ministral 8B95.6%$0.000410.4s86%
88Z.AI GLM 4.5 Air96.2%$0.002958.2s88%
89DeepSeek V4.1 Flash (Reasoning, High)96.0%$0.002935.4s87%
90Aion 3.0 Mini96.4%$0.00531.2m88%
91GPT-OSS 120B97.0%$0.00151.8m88%
92Aion 3.096.7%$0.0241.0m89%
93Mistral Large 395.5%$0.003330.3s87%
94Kimi K3 (Reasoning, Low)96.8%$0.0281.1m89%
95Claude Sonnet 496.6%$0.03243.7s89%
96Mistral Large 296.2%$0.01329.4s86%
97DeepSeek V4 Pro96.7%$0.00481.3m87%
98Arcee AI: Trinity Mini95.3%$0.00039.2s85%
99Xiaomi MIMO v2.5 Pro95.8%$0.008553.5s87%
100Gemini 3.1 Flash Lite (Reasoning)95.0%$0.003011.9s86%
101Laguna S 2.195.0%$0.000522.1s86%
102Qwen 3.5 397B A17B98.2%$0.0143.0m91%
103Z.AI GLM 5.2 (Reasoning, High)95.8%$0.0111.0m87%
104Z.AI GLM 4.796.0%$0.0101.4m88%
105Cydonia 24B V4.195.3%$0.001444.8s86%
106GPT-598.8%$0.0652.8m95%
107Grok 4.3 (Reasoning)98.0%$0.0212.3m88%
108Qwen 3.6 Max Preview99.1%$0.0503.5m94%
109Qwen 3.6 27B97.6%$0.0252.3m89%
110Hermes 3 70B95.5%$0.00101.2m86%
111Gemini 3.1 Flash Lite (Preview)94.5%$0.00308.4s84%
112Gemini 3.1 Flash Lite94.6%$0.003012.1s84%
113Laguna XS 2.194.6%$0.000314.4s84%
114 Kimi K3 (Reasoning, High)97.2%$0.0441.8m90%
115GPT-5 Mini95.3%$0.010057.4s86%
116GPT-4o, Aug. 6th (temp=0)95.6%$0.02322.7s85%
117Xiaomi MIMO v2.594.7%$0.005431.8s85%
118Claude Opus 4.597.1%$0.07053.4s90%
119GPT-5.5 (Reasoning)99.6%$0.1421.8m97%
120GPT-5.4 (Reasoning)98.9%$0.0892.6m95%
121Cohere Command R+ (Aug. 2024)95.5%$0.02052.5s86%
122Gemini 3.5 Flash (Reasoning)96.7%$0.07137.6s89%
123Claude Opus 4.8 (Reasoning)96.5%$0.07141.7s90%
124Kimi K2.597.9%$0.0193.2m89%
125Qwen 3.5 35B96.1%$0.0181.0m84%
126Gemini 3 Flash (Preview)94.1%$0.007819.6s85%
127Gemma 4 26B94.9%$0.000955.1s84%
128GPT-5.5 (Reasoning, Low)99.3%$0.1391.8m96%
129DeepSeek V3.295.3%$0.00141.9m86%
130Claude Opus 4.8 (Reasoning, Low)96.7%$0.07141.9s88%
131Grok 4.6 (Reasoning, High)97.4%$0.0422.5m90%
132Z.AI GLM 4.7 Flash94.5%$0.00171.2m85%
133GPT-5.599.2%$0.1391.7m95%
134Gemma 4 31B (Reasoning)95.5%$0.00142.2m87%
135Gemini 3 Flash (Preview, Reasoning)94.4%$0.01230.1s83%
136Nemotron 3 Super95.2%$0.00001.4m83%
137Gemma 4 31B94.9%$0.00101.6m85%
138Gemma 4 26B (Reasoning)95.0%$0.00132.0m85%
139Z.AI GLM 5.3 Flash (Reasoning, Low)94.2%$0.00051.1m84%
140Gemini 3.1 Pro (Preview)98.3%$0.1071.8m91%
141DeepSeek V4 Pro 0813 (Reasoning, High)95.8%$0.0251.8m85%
142Aion 2.094.3%$0.00641.3m84%
143Claude Opus 4.696.4%$0.0781.2m88%
144DeepSeek V4 Pro (Reasoning)96.1%$0.0153.1m87%
145Z.AI GLM 4.693.7%$0.006551.5s83%
146Qwen 3.7 Max96.6%$0.0682.3m90%
147Qwen 2.5 72B93.3%$0.001036.7s81%
148Gemini 2.5 Pro94.1%$0.03636.2s84%
149DeepSeek V4 Flash 0731 (Reasoning, High)95.2%$0.00222.6m85%
150Nemotron 3 Nano94.4%$0.00101.1m80%
151Claude Sonnet 5 (Reasoning)94.4%$0.03038.9s82%
152Claude Opus 4.6 (Reasoning)96.2%$0.0881.4m88%
153Claude Sonnet 4.693.7%$0.03139.3s83%
154Hy4 Preview (Reasoning, High)97.4%$0.0404.4m90%
155WizardLM 2 8x22b94.8%$0.00261.8m80%
156Thinking Machines Inkling (Reasoning)97.4%$0.0255.1m90%
157Claude Opus 5 (Reasoning, Low)95.6%$0.0971.0m87%
158MiniMax M394.8%$0.00603.1m85%
159Qwen 3.8 Flash (Reasoning)95.1%$0.00643.1m84%
160Claude Opus 4.7 (Reasoning)94.4%$0.07632.0s85%
161Claude Sonnet 4.6 (Reasoning)94.6%$0.0601.2m84%
162Claude Sonnet 593.4%$0.02733.5s80%
163Llama 3.1 70B92.5%$0.001529.4s78%
164DeepSeek V3.193.2%$0.00201.8m81%
165Thinking Machines Inkling Small (Reasoning, High)93.7%$0.00881.7m80%
166Claude Opus 4.793.8%$0.06930.4s83%
167Claude Sonnet 5 (Reasoning, Low)92.9%$0.03138.4s80%
168Claude Opus 5 (Reasoning)94.9%$0.0981.0m85%
169Claude Opus 498.5%$0.2091.4m94%
170Claude Opus 594.1%$0.08250.1s83%
171Kimi K2.698.5%$0.0586.5m92%
172Z.AI GLM 5.3 Flash (Reasoning, Max)96.5%$0.00316.5m89%
173Qwen 3.8 27B (Reasoning, XHigh)96.3%$0.0404.7m86%
174Mistral Small 3.2 24B95.8%$0.00695.7m84%
175Qwen 3.8 Max (Reasoning, XHigh)97.6%$0.0835.9m88%
176ByteDance Seed 1.692.1%$0.0132.5m76%
177Z.AI GLM 5.3 (Reasoning, Max)96.5%$0.0667.3m90%
178ByteDance Seed 2.0 Lite89.5%$0.0122.2m71%
179ByteDance Seed 2.0 Mini87.5%$0.00454.9m70%
96.65%

Individual Scenarios

Detailed Writing Rules

Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100.0%
GPT-5.6 Sol (Reasoning)100100100100100100.0%
Gemini 3.7 Flash (Reasoning, Medium)100100100100100100.0%
Muse Spark 1.2 (Reasoning, Medium)100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Max)100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100.0%
Z.AI GLM 5.1100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100.0%
Qwen 3.8 27B (Reasoning, XHigh)100100100100100100.0%
Kimi K2.6100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100.0%
GPT-5100100100100100100.0%
Grok 4.5 (Reasoning, Low)100100100100100100.0%
GPT-5.6 Sol100100100100100100.0%
GPT-5.1100100100100100100.0%
GPT-5.6 Luna (Reasoning)100100100100100100.0%
Qwen 3.5 122B100100100100100100.0%
Claude Opus 4.5100100100100100100.0%
GPT-5.2100100100100100100.0%
GPT-5.5100100100100100100.0%
o4 Mini High100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100.0%
Qwen 3.6 27B100100100100100100.0%
GPT-5.6 Terra100100100100100100.0%
Qwen 3.6 35B100100100100100100.0%
GPT-4.1100100100100100100.0%
o4 Mini100100100100100100.0%
MiniMax M2.7100100100100100100.0%
GPT-5.6 Luna100100100100100100.0%
Z.AI GLM 4.5100100100100100100.0%
GPT-OSS 120B100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning, Minimal)100100100100100100.0%
DeepSeek-V2 Chat100100100100100100.0%
Qwen 3.5 9B100100100100100100.0%
GPT-5.4 Mini (Reasoning, Low)100100100100100100.0%
DeepSeek V3 (2024-12-26)100100100100100100.0%
DeepSeek V4 Pro100100100100100100.0%
DeepSeek V4 Flash100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
Grok 4.20100100100100100100.0%
Z.AI GLM 4.5 Air100100100100100100.0%
GPT-5.4 Mini100100100100100100.0%
DeepSeek V3 (2025-03-24)100100100100100100.0%
Mistral Small 4 (Reasoning)100100100100100100.0%
Qwen 3 235B A22B Instruct 2507100100100100100100.0%
Grok 4.3100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100.0%
GPT-5.5 (Reasoning)100100100100100100.0%
Gemini 3.5 Flash (Reasoning, Minimal)100100100100100100.0%
GPT-4o Mini (temp=0)10010010010010099.9%
Z.AI GLM 5.3 Flash (Reasoning, Low)10010010010010099.9%
Writer: Palmyra X51001001001009999.9%
GPT-4.1 Nano1001001001009999.9%
Grok 4.3 (Reasoning)1001001001009999.9%
GPT-5.4 (Reasoning, Low)1001001001009999.9%
Qwen 3.6 Flash1001001001009999.9%
Qwen 3.5 27B1001001001009999.8%
GPT-5.41001001001009999.8%
Grok 4.20 (Reasoning)1001001001009999.8%
Kimi K3 (Reasoning, High)1001001001009999.8%
Thinking Machines Inkling (Reasoning)1001001001009999.7%
Muse Glimmer 30B (Reasoning, Medium)100100100999999.7%
Claude Sonnet 4.51001001001009999.7%
Grok 4.6 (Reasoning, High)1001001001009899.7%
Inception Mercury 21001001001009999.7%
Claude Opus 4.61001001001009899.7%
Qwen 3.7 Max1001001001009899.6%
Qwen 3.5 Plus (2026-02-15)1001001001009899.6%
GPT-5.4 Nano1001001001009899.6%
Claude Sonnet 4100100100999999.6%
Claude Haiku 4.51001001001009899.5%
Gemini 2.5 Flash1001001001009799.5%
Z.AI GLM 5.2 (Reasoning, High)1001001001009799.5%
Arcee AI: Trinity Mini100100100999899.5%
Aion 3.01001001001009799.5%
Gemini 3.6 Flash (Reasoning, Minimal)100100100999899.4%
Claude Opus 4.8 (Reasoning, Low)1001001001009799.4%
Cydonia 24B V4.11001001001009799.4%
Gemini 3.5 Flash Lite (Reasoning)1001001001009799.4%
Xiaomi MIMO v2.5 Pro100100100999899.4%
Z.AI GLM 4.7100100100999899.4%
Claude Opus 4.6 (Reasoning)100100100999899.4%
Aion 3.0 Mini1001001001009799.4%
Qwen 3.5 Plus (2026-04-20)1001001001009799.4%
GPT-5.4 Mini (Reasoning)1001001001009799.3%
Mistral Small 41001001001009799.3%
Claude Sonnet 51001001001009699.3%
Mistral Medium 3.11001001001009699.3%
Laguna XS 2.1100100100999799.3%
Thinking Machines Inkling Small (Reasoning, High)100100100999899.3%
Claude Sonnet 4.6 (Reasoning)100100100989899.3%
Qwen 3.5 35B1001001001009699.3%
Qwen 3.5 397B A17B100100100989899.3%
Z.AI GLM 5.3 (Reasoning, Max)1001001001009699.3%
Claude Opus 4.71001001001009699.2%
GPT-5.4 Nano (Reasoning)1001001001009699.2%
Claude Sonnet 5 (Reasoning)1001001001009699.2%
Kimi K2.51001001001009699.2%
DeepSeek V4 Pro (Reasoning)1001001001009699.1%
DeepSeek V4 Flash 0731 (Reasoning, High)100100100989899.1%
GPT-4.1 Mini1001001001009599.1%
Muse Spark 1.1 (Reasoning, Medium)1001001001009599.1%
GPT-5 Nano100100100999699.0%
Gemini 2.5 Flash (Reasoning)100100100989799.0%
Ministral 8B1001001001009599.0%
DeepSeek V4.1 Flash (Reasoning, High)100100100989799.0%
Thinking Machines Inkling1001001001009699.0%
Ministral 3 14B100100100999699.0%
Qwen 3.5 Flash1001001001009598.9%
Claude Opus 51001001001009598.9%
Z.AI GLM 51001001001009498.8%
Gemma 3 27B1001001001009498.7%
Gemini 3.5 Flash (Reasoning)100100100979698.7%
Qwen 3 32B100100100999498.7%
Gemini 2.5 Flash Lite (Reasoning)1001001001009398.6%
Nemotron 3 Super100100100989598.6%
GPT-5 Mini10010099999598.6%
MiniMax M3100100100979698.6%
Gemma 3 4B100100100969698.5%
Hy4 Preview (Reasoning, High)1001001001009298.5%
Gemma 4 31B10010099979698.5%
Gemini 3.6 Flash (Reasoning)1001001001009298.4%
Claude Opus 4.7 (Reasoning)100100100979598.4%
Claude Sonnet 5 (Reasoning, Low)100100100989498.4%
Aion 2.0999998989898.3%
Hermes 3 405B100100100989398.3%
Xiaomi MIMO v2.510010098989598.3%
Ministral 3B100100100969598.2%
GPT-4o, Aug. 6th (temp=0)100100100999298.2%
Muse Spark 1.1 (Reasoning, Minimal)1001001001009098.1%
Ministral 3 8B100100100969498.1%
WizardLM 2 8x22b100100100989298.0%
Claude Opus 5 (Reasoning)10010098979598.0%
Gemma 4 26B (Reasoning)100100100969498.0%
Claude Opus 5 (Reasoning, Low)100100100979398.0%
GPT-5.4 Nano (Reasoning, Low)10010099989297.8%
Gemini 3 Flash (Preview, Reasoning)100100100989197.7%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100959397.7%
Gemini 3.8 Flash (Reasoning, Medium)10010097969597.6%
MiniMax M2.5100100100959397.6%
ByteDance Seed 1.6100100100989097.5%
Gemma 3 12B100100100949397.5%
Gemini 3.1 Flash Lite (Preview)100100100979097.4%
DeepSeek V3.21009998979397.4%
DeepSeek V4 Flash (Reasoning)10010098979297.3%
Gemma 4 31B (Reasoning)100100100949297.1%
Mistral Large 31009996959396.8%
Gemini 3.1 Flash Lite10010097969196.6%
Claude Opus 41009796959596.6%
Nemotron 3 Nano10010096959296.5%
Gemini 2.5 Pro10010096949396.5%
ByteDance Seed 1.6 Flash1009896959396.4%
Gemini 3 Flash (Preview)10010098959096.4%
Hermes 3 70B10010095949196.1%
Gemini 3.1 Flash Lite (Reasoning)100100100978396.0%
Ministral 3 3B100100100968496.0%
Gemma 4 26B999797949195.7%
Mistral Large 21009996968895.6%
DeepSeek V3.11009696959195.6%
Z.AI GLM 4.610010096938895.6%
Claude Sonnet 4.610010096948494.9%
Cohere Command R+ (Aug. 2024)100100100888494.4%
Gemini 2.5 Flash Lite1009693918994.0%
Mistral NeMO1009998957893.9%
Z.AI GLM 4.7 Flash10010092918493.5%
Qwen 2.5 72B10010099967193.1%
Mistral Small 3.2 24B1009792898792.8%
Laguna S 2.110010093868592.7%
ByteDance Seed 2.0 Mini10010099877892.7%
Llama 3.1 70B1009796837089.2%
ByteDance Seed 2.0 Lite989679737283.9%
Model # 1 # 2 # 3 # 4 # 5 Avg ▼
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100.0%
GPT-5.6 Sol (Reasoning)100100100100100100.0%
Hy4 Preview (Reasoning, High)100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100.0%
GPT-5.5 (Reasoning)100100100100100100.0%
Kimi K3 (Reasoning, High)100100100100100100.0%
Kimi K2.6100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100.0%
GPT-5100100100100100100.0%
Grok 4.5 (Reasoning, Low)100100100100100100.0%
GPT-5.4 (Reasoning, Low)100100100100100100.0%
Grok 4.20 (Reasoning)100100100100100100.0%
Kimi K2.5100100100100100100.0%
GPT-5.6 Sol100100100100100100.0%
GPT-5.1100100100100100100.0%
GPT-5.6 Luna (Reasoning)100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100.0%
GPT-5.4 Mini (Reasoning)100100100100100100.0%
Qwen 3.5 Plus (2026-04-20)100100100100100100.0%
GPT-5.2100100100100100100.0%
GPT-5.5100100100100100100.0%
Qwen 3.6 Flash100100100100100100.0%
o4 Mini High100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100.0%
Qwen 3.6 27B100100100100100100.0%
GPT-5.6 Terra100100100100100100.0%
Qwen 3.6 35B100100100100100100.0%
Claude Sonnet 4100100100100100100.0%
Claude Sonnet 5100100100100100100.0%
Claude Opus 4100100100100100100.0%
GPT-4.1100100100100100100.0%
Gemini 3.6 Flash (Reasoning, Minimal)100100100100100100.0%
o4 Mini100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100.0%
Xiaomi MIMO v2.5 Pro100100100100100100.0%
GPT-5.6 Luna100100100100100100.0%
GPT-5.4100100100100100100.0%
Aion 3.0 Mini100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100.0%
GPT-5.4 Mini100100100100100100.0%
Grok 4.3100100100100100100.0%
Mistral Small 3.2 24B100100100100100100.0%
Mistral Small 4100100100100100100.0%
GPT-5.4 Nano100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100.0%
Ministral 3 14B100100100100100100.0%
Qwen 3.7 Max10010010010010099.9%
Writer: Palmyra X510010010010010099.9%
Grok 4.2010010010010010099.9%
MiniMax M2.710010010010010099.9%
GPT-5.4 Nano (Reasoning)10010010010010099.9%
Muse Spark 1.2 (Reasoning, Medium)1001001001009999.9%
Aion 3.01001001001009999.9%
Qwen 3.5 397B A17B1001001001009999.8%
Z.AI GLM 51001001001009999.8%
Grok 4.3 (Reasoning)1001001001009999.8%
Claude Sonnet 4.51001001001009999.8%
GPT-5.4 (Reasoning)1001001001009999.8%
DeepSeek V3 (2025-03-24)1001001001009999.8%
Ministral 3 3B1001001001009999.8%
Qwen 3.5 122B1001001001009999.8%
Gemini 3.5 Flash (Reasoning, Minimal)1001001001009999.8%
Mistral Small 4 (Reasoning)1001001001009999.7%
Z.AI GLM 5.2 (Reasoning, High)100100100999999.7%
Muse Glimmer 30B (Reasoning, Medium)1001001001009999.7%
GPT-5.4 Mini (Reasoning, Low)1001001001009899.7%
Qwen 3 235B A22B Instruct 2507100100100999999.7%
Gemini 3.5 Flash Lite (Reasoning, Minimal)1001001001009899.6%
Mistral Large 31001001001009899.6%
GPT-5 Mini1001001001009999.6%
Qwen 3.5 35B1001001001009899.6%
Qwen 3.5 Flash1001001001009899.6%
MiniMax M2.51001001001009999.6%
Mistral Large 21001001001009899.6%
Z.AI GLM 5.11001001001009899.6%
Claude Opus 4.61001001001009899.6%
DeepSeek V4 Pro1001001001009899.5%
Gemini 3.6 Flash (Reasoning)1001001001009899.5%
Muse Spark 1.1 (Reasoning, Medium)1001001001009899.5%
Grok 4.6 (Reasoning, High)1001001001009799.5%
Thinking Machines Inkling Small (Reasoning, High)1001001001009799.5%
Z.AI GLM 5.3 (Reasoning, Max)100100100999899.5%
GPT-4.1 Mini1001001001009799.4%
Qwen 3.5 9B1001001001009799.4%
DeepSeek V4 Pro (Reasoning)10010099999899.4%
Claude Opus 4.5100100100989899.3%
Thinking Machines Inkling100100100999799.3%
Nemotron 3 Super1001001001009699.3%
Qwen 3.5 27B1001001001009699.3%
Qwen 3.8 27B (Reasoning, XHigh)1001001001009699.3%
Gemini 2.5 Flash (Reasoning)1001001001009699.3%
GPT-5.4 Nano (Reasoning, Low)1001001001009699.2%
Hermes 3 405B1001001001009699.2%
Muse Spark 1.1 (Reasoning, Minimal)100100100999699.1%
Gemini 2.5 Flash100100100989799.1%
Gemini 3.5 Flash Lite (Reasoning)1001001001009599.0%
Claude Opus 4.8 (Reasoning, Low)10010098989898.9%
Gemma 3 12B10010099999698.9%
MiniMax M31001001001009498.7%
Claude Haiku 4.5100100100979698.7%
GPT-4o Mini (temp=1)1001001001009398.7%
Claude Sonnet 5 (Reasoning)100100100979698.7%
Z.AI GLM 5.3 Flash (Reasoning, Max)10010099979698.6%
DeepSeek V4 Flash 0731 (Reasoning, High)10010099979798.5%
Gemma 4 26B (Reasoning)10010098989798.5%
Thinking Machines Inkling (Reasoning)1001001001009298.4%
Claude Opus 4.6 (Reasoning)10010099979698.3%
Gemma 3 27B1009999979698.3%
Gemini 3.8 Flash (Reasoning, Medium)100100100989398.2%
Gemini 3.7 Flash (Reasoning, Medium)100100100989398.2%
DeepSeek V3 (2024-12-26)100100100959598.1%
DeepSeek V3.210010099979598.0%
Qwen 3 32B10010099969498.0%
Claude Opus 510010099979498.0%
Arcee AI: Trinity Mini1001001001009097.9%
Mistral Medium 3.110010099989397.9%
Gemini 3.5 Flash (Reasoning)100100100989297.9%
GPT-4o Mini (temp=0)1001001001008997.7%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100969297.6%
Claude Sonnet 4.6 (Reasoning)1009998959597.5%
DeepSeek V4 Flash (Reasoning)100100100969297.5%
Inception Mercury 210010099979297.5%
DeepSeek-V2 Chat1001001001008897.5%
Gemini 3.1 Flash Lite10010097979397.5%
Claude Opus 5 (Reasoning, Low)100100100988997.5%
Gemini 3.1 Flash Lite (Reasoning)10010010098