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Test: Data extraction

Avg. Score
92.9%
Scenarios
9

Overall Performance

Rank ▲ Model Score Avg. Cost Avg. Time Stability
1Gemma 3 4B100.0%$0.0000249ms100%
2Gemini 2.5 Flash Lite100.0%$0.0000355ms100%
3Gemma 3 12B100.0%$0.0000414ms100%
4Gemini 3.5 Flash Lite (Reasoning)100.0%$0.0000390ms100%
5Gemini 3.5 Flash Lite (Reasoning, Minimal)100.0%$0.0000447ms100%
6Gemini 2.5 Flash100.0%$0.0000455ms100%
7Inception Mercury 2100.0%$0.0001361ms100%
8Gemma 3 27B100.0%$0.0000691ms100%
9Gemini 3.1 Flash Lite100.0%$0.0000729ms100%
10GPT-5.4 Mini100.0%$0.0001662ms100%
11Gemini 3 Flash (Preview)100.0%$0.0000831ms100%
12GPT-5.6 Luna100.0%$0.0001697ms100%
13Gemini 3.6 Flash (Reasoning, Minimal)100.0%$0.0001669ms100%
14DeepSeek V4.1 Flash (Reasoning, High)100.0%$0.00011.2s100%
15GPT-5.4100.0%$0.0003652ms100%
16GPT-5.6 Terra100.0%$0.0003808ms100%
17GPT-5.4 Nano (Reasoning, Low)100.0%$0.00001.5s100%
18Gemma 4 26B100.0%$0.00001.9s100%
19GPT-5.6 Terra (Reasoning)100.0%$0.00041.1s100%
20Gemini 2.5 Flash Lite (Reasoning)100.0%$0.00011.9s100%
21GPT-5.6 Luna (Reasoning)100.0%$0.00021.6s100%
22GPT-5.4 Mini (Reasoning, Low)100.0%$0.00021.9s100%
23GPT-5.6 Sol100.0%$0.00051.1s100%
24GPT-5.5100.0%$0.00051.2s100%
25GPT-5.4 Mini (Reasoning)100.0%$0.00032.1s100%
26Qwen 3.7 Flash (Reasoning)100.0%$0.00012.9s100%
27GPT-5.6 Sol (Reasoning)100.0%$0.00061.3s100%
28Claude Opus 4.7100.0%$0.0007978ms100%
29Claude Opus 4.7 (Reasoning)100.0%$0.0007988ms100%
30Nemotron 3 Super100.0%$0.00003.2s100%
31GPT-5.4 (Reasoning, Low)100.0%$0.00061.8s100%
32GPT-5.2100.0%$0.00062.1s100%
33GPT-5 Mini100.0%$0.00033.1s100%
34GPT-5.1100.0%$0.00052.7s100%
35Gemini 3.8 Flash (Reasoning, Medium)100.0%$0.00081.8s100%
36DeepSeek V4 Pro 0813 (Reasoning, High)100.0%$0.00062.9s100%
37ByteDance Seed 2.0 Lite100.0%$0.00034.0s100%
38Gemini 3.1 Flash Lite (Preview)98.9%$0.0000697ms79%
39o4 Mini High100.0%$0.00073.0s100%
40Qwen 3.6 Flash100.0%$0.00073.0s100%
41GPT-5.4 (Reasoning)100.0%$0.00092.6s100%
42GPT-4.1 Nano98.9%$0.0000994ms79%
43GPT-OSS 120B100.0%$0.00005.3s100%
44Gemma 4 31B100.0%$0.00005.5s100%
45Gemini 3 Flash (Preview, Reasoning)100.0%$0.00063.8s100%
46Gemini 3.1 Flash Lite (Reasoning)98.9%$0.00001.2s79%
47Qwen 3.8 Max (Reasoning, XHigh)100.0%$0.00083.1s100%
48GPT-5 Nano100.0%$0.00015.3s100%
49Z.AI GLM 5 Turbo100.0%$0.00083.4s100%
50Qwen 3.6 35B100.0%$0.00064.1s100%
51Qwen 3.5 Flash100.0%$0.00025.2s100%
52DeepSeek V4 Flash 0731 (Reasoning, High)100.0%$0.00005.9s100%
53GPT-5.5 (Reasoning, Low)100.0%$0.00132.7s100%
54Nemotron 3 Nano100.0%$0.00006.7s100%
55Qwen 3.5 Plus (2026-02-15)98.9%$0.00002.4s79%
56GPT-5.5 (Reasoning)100.0%$0.00152.7s100%
57Kimi K3 (Reasoning, Low)100.0%$0.00113.9s100%
58Gemini 3.6 Flash (Reasoning)100.0%$0.00191.6s100%
59MiniMax M2.5100.0%$0.00046.5s100%
60Gemini 3.7 Flash (Reasoning, Medium)100.0%$0.00085.2s100%
61DeepSeek V4 Flash (Reasoning)98.9%$0.00003.4s79%
62Qwen 3.5 35B100.0%$0.00134.3s100%
63GPT-5.4 Nano (Reasoning)97.8%$0.00011.9s71%
64Z.AI GLM 5.2 (Reasoning, High)100.0%$0.00115.4s100%
65Gemma 4 26B (Reasoning)100.0%$0.00018.4s100%
66 Kimi K3 (Reasoning, High)100.0%$0.00144.5s100%
67Gemini 3.5 Flash (Reasoning, Minimal)96.7%$0.0001851ms64%
68Gemini 3.5 Flash (Reasoning)100.0%$0.00241.8s100%
69Z.AI GLM 4.7 Flash100.0%$0.00028.7s100%
70Kimi K2.5100.0%$0.00087.1s100%
71GPT-5100.0%$0.00184.3s100%
72Grok 4.5 (Reasoning, High)100.0%$0.00165.9s100%
73Qwen 3.5 27B100.0%$0.00146.8s100%
74Gemini 2.5 Flash (Reasoning)97.8%$0.00082.5s71%
75MiniMax M2.798.9%$0.00035.9s79%
76Kimi K2.6100.0%$0.00098.7s100%
77Grok 4.6 (Reasoning, High)100.0%$0.00216.4s100%
78Thinking Machines Inkling Small (Reasoning, High)96.7%$0.00014.8s64%
79Z.AI GLM 4.594.4%$0.00012.7s54%
80DeepSeek V4 Pro (Reasoning)98.9%$0.00038.0s79%
81ByteDance Seed 1.6 Flash93.3%$0.00011.8s50%
82Z.AI GLM 5.1100.0%$0.001210.0s100%
83GPT-5.4 Nano91.1%$0.0000711ms43%
84Mistral Small 490.0%$0.0000509ms40%
85Qwen 3.5 9B100.0%$0.000114.4s100%
86Grok 4.5 (Reasoning, Low)98.9%$0.00136.9s79%
87Gemini 3.1 Pro (Preview)100.0%$0.00325.9s100%
88Grok 4.3 (Reasoning)100.0%$0.001212.0s100%
89Ministral 3 14B88.9%$0.0000424ms37%
90Mistral Medium 3.188.9%$0.0000650ms37%
91Qwen 3.8 27B (Reasoning, XHigh)100.0%$0.00219.7s100%
92Qwen 2.5 72B88.9%$0.0000715ms37%
93Mistral Large 388.9%$0.00001.0s37%
94Muse Spark 1.3 (Reasoning, Medium)100.0%$0.00249.1s100%
95GPT-4.1 Mini88.9%$0.00001.4s37%
96Claude Haiku 4.588.9%$0.00011.1s37%
97DeepSeek-V2 Chat88.9%$0.00001.5s37%
98GPT-4o, Aug. 6th (temp=1)88.9%$0.0002962ms37%
99GPT-4o, Aug. 6th (temp=0)88.9%$0.0002966ms37%
100Hermes 3 70B87.8%$0.0000742ms34%
101Gemini 2.5 Pro100.0%$0.00404.9s100%
102GPT-4.188.9%$0.00021.2s37%
103DeepSeek V3 (2024-12-26)87.8%$0.0000897ms34%
104DeepSeek V3.291.1%$0.00003.7s43%
105Grok 4.387.8%$0.0002727ms34%
106Z.AI GLM 5.3 Flash (Reasoning, Low)88.9%$0.00002.1s37%
107Qwen 3.6 27B98.9%$0.00158.3s79%
108Laguna XS 2.188.9%$0.00002.1s37%
109Qwen 3 235B A22B Instruct 250787.8%$0.00001.4s34%
110Qwen 3.5 Plus (2026-04-20)98.9%$0.00129.7s79%
111Mistral Small 4 (Reasoning)88.9%$0.00012.1s37%
112Claude Sonnet 488.9%$0.00041.5s37%
113Claude Sonnet 4.588.9%$0.00031.9s37%
114Qwen 3.7 Max100.0%$0.00348.1s100%
115Mistral Large 285.6%$0.0002436ms30%
116Aion 3.0 Mini95.6%$0.00058.2s59%
117Aion 2.095.6%$0.00058.0s59%
118Gemma 4 31B (Reasoning)100.0%$0.000118.6s100%
119Claude Sonnet 5 (Reasoning, Low)88.9%$0.00033.3s37%
120Xiaomi MIMO v2.591.1%$0.00074.0s43%
121Qwen 3.8 Flash (Reasoning)100.0%$0.000119.3s100%
122o4 Mini100.0%$0.000617.7s100%
123Mistral NeMO86.7%$0.00002.9s32%
124Muse Glimmer 30B (Reasoning, Medium)88.9%$0.00033.6s37%
125Aion 3.093.3%$0.00134.6s50%
126Claude Sonnet 4.6 (Reasoning)88.9%$0.00101.6s37%
127Z.AI GLM 4.7100.0%$0.000817.4s100%
128Claude Opus 4.588.9%$0.00092.2s37%
129Claude Opus 4.687.8%$0.00062.4s34%
130Cydonia 24B V4.182.2%$0.0000531ms24%
131Z.AI GLM 5100.0%$0.001515.9s100%
132ByteDance Seed 1.690.0%$0.00045.3s40%
133Thinking Machines Inkling (Reasoning)88.9%$0.00044.4s37%
134Muse Spark 1.1 (Reasoning, Minimal)88.9%$0.00122.0s37%
135Claude Opus 588.9%$0.00092.9s37%
136Writer: Palmyra X588.9%$0.00025.2s37%
137Hy4 Preview (Reasoning, High)98.9%$0.001711.9s79%
138Claude Opus 4.8 (Reasoning, Low)88.9%$0.00122.4s37%
139DeepSeek V3 (2025-03-24)82.2%$0.00001.7s24%
140Claude Opus 4.8 (Reasoning)88.9%$0.00122.6s37%
141Z.AI GLM 5.3 Flash (Reasoning, Max)88.9%$0.00016.2s37%
142ByteDance Seed 2.0 Mini92.2%$0.00018.8s46%
143Claude Sonnet 5 (Reasoning)85.6%$0.00033.0s30%
144Llama 3.1 70B80.0%$0.0001533ms20%
145Z.AI GLM 4.6100.0%$0.001118.3s100%
146MiniMax M385.6%$0.00013.8s30%
147Qwen 3.5 397B A17B100.0%$0.002115.7s100%
148Grok 4.2080.0%$0.00021.1s20%
149Mistral Small 3.2 24B77.8%$0.0000505ms17%
150Z.AI GLM 5.3 (Reasoning, Max)88.9%$0.00085.3s37%
151Claude Opus 4.6 (Reasoning)88.9%$0.00172.5s37%
152GPT-4o Mini (temp=0)88.9%$0.00007.6s37%
153Qwen 3 32B87.8%$0.00016.5s34%
154Muse Spark 1.1 (Reasoning, Medium)88.9%$0.00172.7s37%
155DeepSeek V4 Pro83.3%$0.00014.2s25%
156Ministral 3 3B75.6%$0.0000365ms14%
157Hermes 3 405B85.6%$0.00006.3s30%
158Claude Sonnet 581.1%$0.00032.7s22%
159DeepSeek V3.178.9%$0.00002.3s18%
160Xiaomi MIMO v2.5 Pro88.9%$0.00106.3s37%
161Claude Sonnet 4.677.8%$0.00041.1s17%
162Qwen 3.6 Max Preview100.0%$0.003514.0s100%
163Muse Spark 1.2 (Reasoning, Medium)88.9%$0.00203.8s37%
164Arcee AI: Trinity Mini75.6%$0.00012.1s14%
165Claude Opus 5 (Reasoning)87.8%$0.00204.0s34%
166Ministral 8B70.0%$0.0000307ms8%
167GPT-4o Mini (temp=1)88.9%$0.000011.3s37%
168Claude Opus 488.9%$0.00176.2s37%
169Claude Opus 5 (Reasoning, Low)86.7%$0.00204.1s32%
170Ministral 3B66.7%$0.0000297ms6%
171Ministral 3 8B66.7%$0.0000372ms6%
172Laguna S 2.188.9%$0.000112.8s37%
173DeepSeek V4 Flash68.9%$0.00002.9s7%
174Z.AI GLM 4.5 Air86.7%$0.000512.1s32%
175Qwen 3.5 122B100.0%$0.006315.7s100%
176Cohere Command R+ (Aug. 2024)46.7%$0.0002446ms0%
177Thinking Machines Inkling38.9%$0.00011.1s0%
178WizardLM 2 8x22b48.9%$0.00016.1s0%
179Grok 4.20 (Reasoning)32.2%$0.00146.1s0%
92.94%

Individual Scenarios

Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 # 8 # 9 # 10 Avg ▼
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100100100100100100.0%
Gemini 3.8 Flash (Reasoning, Medium)100100100100100100100100100100100.0%
Z.AI GLM 5.3 (Reasoning, Max)100100100100100100100100100100100.0%
GPT-5.6 Sol (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.6 (Reasoning)100100100100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100100100100.0%
Gemini 3.7 Flash (Reasoning, Medium)100100100100100100100100100100100.0%
Hy4 Preview (Reasoning, High)100100100100100100100100100100100.0%
Muse Spark 1.2 (Reasoning, Medium)100100100100100100100100100100100.0%
Qwen 3.7 Max100100100100100100100100100100100.0%
DeepSeek V4.1 Flash (Reasoning, High)100100100100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Max)100100100100100100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100100100100.0%
Muse Spark 1.1 (Reasoning, Medium)100100100100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100100100100100100.0%
GPT-5.5 (Reasoning)100100100100100100100100100100100.0%
Claude Sonnet 4.6 (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5.2 (Reasoning, High)100100100100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100100100100100100.0%
Kimi K3 (Reasoning, High)100100100100100100100100100100100.0%
Qwen 3.8 27B (Reasoning, XHigh)100100100100100100100100100100100.0%
Grok 4.6 (Reasoning, High)100100100100100100100100100100100.0%
Kimi K2.6100100100100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.6100100100100100100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100100100100100100.0%
Claude Opus 4.8 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5100100100100100100100100100100100.0%
Muse Spark 1.1 (Reasoning, Minimal)100100100100100100100100100100100.0%
GPT-5 Mini100100100100100100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100100100100100100.0%
Grok 4.3 (Reasoning)100100100100100100100100100100100.0%
Grok 4.5 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5.4 (Reasoning, Low)100100100100100100100100100100100.0%
Kimi K2.5100100100100100100100100100100100.0%
Thinking Machines Inkling (Reasoning)100100100100100100100100100100100.0%
GPT-5.6 Sol100100100100100100100100100100100.0%
GPT-5.1100100100100100100100100100100100.0%
Claude Sonnet 4.6100100100100100100100100100100100.0%
GPT-5.6 Luna (Reasoning)100100100100100100100100100100100.0%
MiniMax M3100100100100100100100100100100100.0%
Claude Sonnet 5 (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100100100100.0%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100100100100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100100100100100100.0%
Qwen 3.5 27B100100100100100100100100100100100.0%
Claude Opus 5100100100100100100100100100100100.0%
Gemini 3 Flash (Preview, Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.7100100100100100100100100100100100.0%
GPT-5.4 Mini (Reasoning)100100100100100100100100100100100.0%
Gemma 4 31B (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.5100100100100100100100100100100100.0%
Z.AI GLM 5100100100100100100100100100100100.0%
ByteDance Seed 1.6100100100100100100100100100100100.0%
GPT-5.2100100100100100100100100100100100.0%
GPT-5.5100100100100100100100100100100100.0%
Qwen 3.6 Flash100100100100100100100100100100100.0%
DeepSeek V4 Pro (Reasoning)100100100100100100100100100100100.0%
Gemma 4 26B (Reasoning)100100100100100100100100100100100.0%
Muse Glimmer 30B (Reasoning, Medium)100100100100100100100100100100100.0%
o4 Mini High100100100100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Low)100100100100100100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100100100100100100.0%
Gemini 2.5 Pro100100100100100100100100100100100.0%
Qwen 3.6 27B100100100100100100100100100100100.0%
GPT-5.6 Terra100100100100100100100100100100100.0%
DeepSeek V4 Flash (Reasoning)100100100100100100100100100100100.0%
DeepSeek V4 Flash 0731 (Reasoning, High)100100100100100100100100100100100.0%
Z.AI GLM 4.7100100100100100100100100100100100.0%
Qwen 3.6 35B100100100100100100100100100100100.0%
Z.AI GLM 4.6100100100100100100100100100100100.0%
Claude Sonnet 4100100100100100100100100100100100.0%
Claude Sonnet 4.5100100100100100100100100100100100.0%
Thinking Machines Inkling Small (Reasoning, High)100100100100100100100100100100100.0%
Claude Sonnet 5100100100100100100100100100100100.0%
Claude Opus 4100100100100100100100100100100100.0%
Qwen 3.5 35B100100100100100100100100100100100.0%
GPT-4.1100100100100100100100100100100100.0%
MiniMax M2.5100100100100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning, Minimal)100100100100100100100100100100100.0%
Aion 2.0100100100100100100100100100100100.0%
o4 Mini100100100100100100100100100100100.0%
MiniMax M2.7100100100100100100100100100100100.0%
Xiaomi MIMO v2.5 Pro100100100100100100100100100100100.0%
Gemini 3.1 Flash Lite (Reasoning)100100100100100100100100100100100.0%
ByteDance Seed 2.0 Mini100100100100100100100100100100100.0%
Qwen 3.5 Flash100100100100100100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100100100100100100.0%
Gemini 3.1 Flash Lite (Preview)100100100100100100100100100100100.0%
Gemma 4 31B100100100100100100100100100100100.0%
Gemini 3.1 Flash Lite100100100100100100100100100100100.0%
GPT-5.6 Luna100100100100100100100100100100100.0%
Z.AI GLM 4.5100100100100100100100100100100100.0%
Gemma 4 26B100100100100100100100100100100100.0%
GPT-OSS 120B100100100100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning, Minimal)100100100100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning)100100100100100100100100100100100.0%
GPT-5.4100100100100100100100100100100100.0%
Mistral Large 3100100100100100100100100100100100.0%
ByteDance Seed 2.0 Lite100100100100100100100100100100100.0%
Gemini 2.5 Flash (Reasoning)100100100100100100100100100100100.0%
DeepSeek-V2 Chat100100100100100100100100100100100.0%
Qwen 3.5 9B100100100100100100100100100100100.0%
Xiaomi MIMO v2.5100100100100100100100100100100100.0%
GPT-5.4 Mini (Reasoning, Low)100100100100100100100100100100100.0%
Claude Haiku 4.5100100100100100100100100100100100.0%
Gemini 2.5 Flash Lite (Reasoning)100100100100100100100100100100100.0%
DeepSeek V3.1100100100100100100100100100100100.0%
DeepSeek V3.2100100100100100100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100100100100100100.0%
GPT-4o, Aug. 6th (temp=0)100100100100100100100100100100100.0%
DeepSeek V4 Pro100100100100100100100100100100100.0%
Inception Mercury 2100100100100100100100100100100100.0%
Nemotron 3 Super100100100100100100100100100100100.0%
Mistral Large 2100100100100100100100100100100100.0%
GPT-4.1 Mini100100100100100100100100100100100.0%
GPT-4o, Aug. 6th (temp=1)100100100100100100100100100100100.0%
Grok 4.20100100100100100100100100100100100.0%
Hermes 3 405B100100100100100100100100100100100.0%
Z.AI GLM 4.5 Air100100100100100100100100100100100.0%
Gemini 2.5 Flash100100100100100100100100100100100.0%
GPT-5.4 Mini100100100100100100100100100100100.0%
GPT-5 Nano100100100100100100100100100100100.0%
GPT-5.4 Nano (Reasoning)100100100100100100100100100100100.0%
Laguna S 2.1100100100100100100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100100100100100100.0%
Mistral Small 4 (Reasoning)100100100100100100100100100100100.0%
Writer: Palmyra X5100100100100100100100100100100100.0%
Qwen 3 235B A22B Instruct 2507100100100100100100100100100100100.0%
Grok 4.3100100100100100100100100100100100.0%
GPT-4o Mini (temp=1)100100100100100100100100100100100.0%
GPT-5.4 Nano (Reasoning, Low)100100100100100100100100100100100.0%
Llama 3.1 70B100100100100100100100100100100100.0%
Mistral Small 3.2 24B100100100100100100100100100100100.0%
GPT-4o Mini (temp=0)100100100100100100100100100100100.0%
Mistral Medium 3.1100100100100100100100100100100100.0%
Gemma 3 12B100100100100100100100100100100100.0%
Gemma 3 27B100100100100100100100100100100100.0%
Laguna XS 2.1100100100100100100100100100100100.0%
Mistral Small 4100100100100100100100100100100100.0%
Nemotron 3 Nano100100100100100100100100100100100.0%
Qwen 2.5 72B100100100100100100100100100100100.0%
GPT-5.4 Nano100100100100100100100100100100100.0%
WizardLM 2 8x22b100100100100100100100100100100100.0%
Ministral 3 14B100100100100100100100100100100100.0%
Ministral 3 8B100100100100100100100100100100100.0%
GPT-4.1 Nano100100100100100100100100100100100.0%
Hermes 3 70B100100100100100100100100100100100.0%
Gemma 3 4B100100100100100100100100100100100.0%
Ministral 3 3B100100100100100100100100100100100.0%
Mistral NeMO100100100100100100100100100100100.0%
Claude Opus 5 (Reasoning)100100100100100100100100100090.0%
Qwen 3.5 Plus (2026-04-20)100100100100100100100100100090.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100100100100090.0%
Gemini 3.5 Flash (Reasoning, Minimal)100100100100100100100100100090.0%
Aion 3.0 Mini100100100100100100100100100090.0%
DeepSeek V3 (2024-12-26)100100100100100100100100100090.0%
DeepSeek V4 Flash100100100100100100100100100090.0%
DeepSeek V3 (2025-03-24)100100100100100100100100100090.0%
Qwen 3 32B100100100100100100100100100090.0%
Cydonia 24B V4.1100100100100100100100100100090.0%
ByteDance Seed 1.6 Flash100100100100100100100100100090.0%
Ministral 8B100100100100100100100100100090.0%
Claude Opus 5 (Reasoning, Low)1001001001001001001001000080.0%
Aion 3.01001001001001001001001000080.0%
Ministral 3B1001001001001001001001000080.0%
Thinking Machines Inkling10010010010000000040.0%
Arcee AI: Trinity Mini1001000000000020.0%
Cohere Command R+ (Aug. 2024)1001000000000020.0%
Grok 4.20 (Reasoning)00000000000.0%
Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 # 8 # 9 # 10 Avg ▼
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100100100100100100.0%
Gemini 3.8 Flash (Reasoning, Medium)100100100100100100100100100100100.0%
GPT-5.6 Sol (Reasoning)100100100100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100100100100.0%
Gemini 3.7 Flash (Reasoning, Medium)100100100100100100100100100100100.0%
Qwen 3.7 Max100100100100100100100100100100100.0%
DeepSeek V4.1 Flash (Reasoning, High)100100100100100100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100100100100100100.0%
GPT-5.5 (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5.2 (Reasoning, High)100100100100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100100100100100100.0%
Kimi K3 (Reasoning, High)100100100100100100100100100100100.0%
Qwen 3.8 27B (Reasoning, XHigh)100100100100100100100100100100100.0%
Grok 4.6 (Reasoning, High)100100100100100100100100100100100.0%
Kimi K2.6100100100100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5100100100100100100100100100100100.0%
GPT-5 Mini100100100100100100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100100100100100100.0%
Grok 4.3 (Reasoning)100100100100100100100100100100100.0%
GPT-5.4 (Reasoning, Low)100100100100100100100100100100100.0%
Kimi K2.5100100100100100100100100100100100.0%
GPT-5.6 Sol100100100100100100100100100100100.0%
GPT-5.1100100100100100100100100100100100.0%
GPT-5.6 Luna (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100100100100.0%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100100100100100100100100100.0%
Qwen 3.5 27B100100100100100100100100100100100.0%
Gemini 3 Flash (Preview, Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.7100100100100100100100100100100100.0%
GPT-5.4 Mini (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 Plus (2026-04-20)100100100100100100100100100100100.0%
Gemma 4 31B (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5100100100100100100100100100100100.0%
ByteDance Seed 1.6100100100100100100100100100100100.0%
GPT-5.2100100100100100100100100100100100.0%
GPT-5.5100100100100100100100100100100100.0%
Qwen 3.6 Flash100100100100100100100100100100100.0%
Gemma 4 26B (Reasoning)100100100100100100100100100100100.0%
o4 Mini High100100100100100100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100100100100100100.0%
Gemini 2.5 Pro100100100100100100100100100100100.0%
Qwen 3.6 27B100100100100100100100100100100100.0%
GPT-5.6 Terra100100100100100100100100100100100.0%
DeepSeek V4 Flash 0731 (Reasoning, High)100100100100100100100100100100100.0%
Z.AI GLM 4.7100100100100100100100100100100100.0%
Qwen 3.6 35B100100100100100100100100100100100.0%
Z.AI GLM 4.6100100100100100100100100100100100.0%
Qwen 3.5 35B100100100100100100100100100100100.0%
MiniMax M2.5100100100100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning, Minimal)100100100100100100100100100100100.0%
o4 Mini100100100100100100100100100100100.0%
Qwen 3.5 Plus (2026-02-15)100100100100100100100100100100100.0%
ByteDance Seed 2.0 Mini100100100100100100100100100100100.0%
Qwen 3.5 Flash100100100100100100100100100100100.0%
Gemini 3 Flash (Preview)100100100100100100100100100100100.0%
Gemma 4 31B100100100100100100100100100100100.0%
Gemini 3.1 Flash Lite100100100100100100100100100100100.0%
GPT-5.6 Luna100100100100100100100100100100100.0%
Gemma 4 26B100100100100100100100100100100100.0%
GPT-OSS 120B100100100100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning, Minimal)100100100100100100100100100100100.0%
Gemini 3.5 Flash Lite (Reasoning)100100100100100100100100100100100.0%
GPT-5.4100100100100100100100100100100100.0%
ByteDance Seed 2.0 Lite100100100100100100100100100100100.0%
Gemini 2.5 Flash (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 9B100100100100100100100100100100100.0%
Aion 3.0 Mini100100100100100100100100100100100.0%
GPT-5.4 Mini (Reasoning, Low)100100100100100100100100100100100.0%
Gemini 2.5 Flash Lite (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 4.7 Flash100100100100100100100100100100100.0%
Inception Mercury 2100100100100100100100100100100100.0%
Nemotron 3 Super100100100100100100100100100100100.0%
Gemini 2.5 Flash100100100100100100100100100100100.0%
GPT-5.4 Mini100100100100100100100100100100100.0%
GPT-5 Nano100100100100100100100100100100100.0%
Gemini 2.5 Flash Lite100100100100100100100100100100100.0%
GPT-5.4 Nano (Reasoning, Low)100100100100100100100100100100100.0%
Gemma 3 12B100100100100100100100100100100100.0%
Gemma 3 27B100100100100100100100100100100100.0%
Nemotron 3 Nano100100100100100100100100100100100.0%
Gemma 3 4B100100100100100100100100100100100.0%
Hy4 Preview (Reasoning, High)100100100100100100100100100090.0%
Grok 4.5 (Reasoning, Low)100100100100100100100100100090.0%
DeepSeek V4 Pro (Reasoning)100100100100100100100100100090.0%
DeepSeek V4 Flash (Reasoning)100100100100100100100100100090.0%
MiniMax M2.7100100100100100100100100100090.0%
Gemini 3.1 Flash Lite (Reasoning)100100100100100100100100100090.0%
Gemini 3.5 Flash (Reasoning, Minimal)100100100100100100100100100090.0%
Gemini 3.1 Flash Lite (Preview)100100100100100100100100100090.0%
Grok 4.20100100100100100100100100100090.0%
GPT-4.1 Nano100100100100100100100100100090.0%
Aion 3.01001001001001001001001000080.0%
GPT-5.4 Nano (Reasoning)1001001001001001001001000080.0%
ByteDance Seed 1.6 Flash1001001001001001001001000080.0%
Thinking Machines Inkling Small (Reasoning, High)10010010010010010010000070.0%
Grok 4.310010010010010010010000070.0%
Aion 2.0100100100100100100000060.0%
Z.AI GLM 4.51001001001001000000050.0%
DeepSeek V4 Pro1001001001001000000050.0%
Cohere Command R+ (Aug. 2024)1001001001001000000050.0%
DeepSeek V3.210010010010000000040.0%
DeepSeek V4 Flash100100100000000030.0%
Thinking Machines Inkling100100100000000030.0%
GPT-5.4 Nano100100100000000030.0%
Claude Sonnet 5 (Reasoning, Low)1001000000000020.0%
Xiaomi MIMO v2.51001000000000020.0%
Z.AI GLM 4.5 Air1001000000000020.0%
Mistral Small 4 (Reasoning)1001000000000020.0%
Llama 3.1 70B1001000000000020.0%
Mistral Small 41001000000000020.0%
Mistral NeMO10000000000010.0%
Z.AI GLM 5.3 (Reasoning, Max)00000000000.0%
Claude Opus 4.6 (Reasoning)00000000000.0%
Muse Spark 1.2 (Reasoning, Medium)00000000000.0%
Z.AI GLM 5.3 Flash (Reasoning, Max)00000000000.0%
Muse Spark 1.1 (Reasoning, Medium)00000000000.0%
Claude Sonnet 4.6 (Reasoning)00000000000.0%
Claude Opus 4.8 (Reasoning)00000000000.0%
Claude Opus 4.600000000000.0%
Claude Opus 5 (Reasoning, Low)00000000000.0%
Claude Opus 4.8 (Reasoning, Low)00000000000.0%
Muse Spark 1.1 (Reasoning, Minimal)00000000000.0%
Claude Opus 5 (Reasoning)00000000000.0%
Grok 4.20 (Reasoning)00000000000.0%
Thinking Machines Inkling (Reasoning)00000000000.0%
Claude Sonnet 4.600000000000.0%
MiniMax M300000000000.0%
Claude Sonnet 5 (Reasoning)00000000000.0%
Claude Opus 500000000000.0%
Claude Opus 4.500000000000.0%
Muse Glimmer 30B (Reasoning, Medium)00000000000.0%
Z.AI GLM 5.3 Flash (Reasoning, Low)00000000000.0%
Claude Sonnet 400000000000.0%
Claude Sonnet 4.500000000000.0%
Claude Sonnet 500000000000.0%
Claude Opus 400000000000.0%
GPT-4.100000000000.0%
Xiaomi MIMO v2.5 Pro00000000000.0%
Mistral Large 300000000000.0%
DeepSeek-V2 Chat00000000000.0%
Claude Haiku 4.500000000000.0%
DeepSeek V3 (2024-12-26)00000000000.0%
DeepSeek V3.100000000000.0%
GPT-4o, Aug. 6th (temp=0)00000000000.0%
Mistral Large 200000000000.0%
GPT-4.1 Mini00000000000.0%
GPT-4o, Aug. 6th (temp=1)00000000000.0%
Hermes 3 405B00000000000.0%
Laguna S 2.100000000000.0%
DeepSeek V3 (2025-03-24)00000000000.0%
Qwen 3 32B00000000000.0%
Writer: Palmyra X500000000000.0%
Qwen 3 235B A22B Instruct 250700000000000.0%
GPT-4o Mini (temp=1)00000000000.0%
Mistral Small 3.2 24B00000000000.0%
GPT-4o Mini (temp=0)00000000000.0%
Mistral Medium 3.100000000000.0%
Laguna XS 2.100000000000.0%
Qwen 2.5 72B00000000000.0%
Cydonia 24B V4.100000000000.0%
WizardLM 2 8x22b00000000000.0%
Ministral 3 14B00000000000.0%
Ministral 3 8B00000000000.0%
Hermes 3 70B00000000000.0%
Arcee AI: Trinity Mini00000000000.0%
Ministral 3 3B00000000000.0%
Ministral 8B00000000000.0%
Ministral 3B00000000000.0%
Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 # 8 # 9 # 10 Avg ▼
Qwen 3.8 Max (Reasoning, XHigh)100100100100100100100100100100100.0%
Gemini 3.8 Flash (Reasoning, Medium)100100100100100100100100100100100.0%
Z.AI GLM 5.3 (Reasoning, Max)100100100100100100100100100100100.0%
GPT-5.6 Sol (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.6 (Reasoning)100100100100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100100100100.0%
Gemini 3.7 Flash (Reasoning, Medium)100100100100100100100100100100100.0%
Hy4 Preview (Reasoning, High)100100100100100100100100100100100.0%
Muse Spark 1.2 (Reasoning, Medium)100100100100100100100100100100100.0%
Qwen 3.7 Max100100100100100100100100100100100.0%
DeepSeek V4.1 Flash (Reasoning, High)100100100100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Max)100100100100100100100100100100100.0%
Qwen 3.8 Flash (Reasoning)100100100100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100100100100.0%
Muse Spark 1.3 (Reasoning, Medium)100100100100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100100100100.0%
Muse Spark 1.1 (Reasoning, Medium)100100100100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100100100100.0%
Qwen 3.6 Max Preview100100100100100100100100100100100.0%
GPT-5.5 (Reasoning)100100100100100100100100100100100.0%
Claude Sonnet 4.6 (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5.2 (Reasoning, High)100100100100100100100100100100100.0%
Gemini 3.5 Flash (Reasoning)100100100100100100100100100100100.0%
Z.AI GLM 5 Turbo100100100100100100100100100100100.0%
Kimi K3 (Reasoning, High)100100100100100100100100100100100.0%
Qwen 3.8 27B (Reasoning, XHigh)100100100100100100100100100100100.0%
Grok 4.6 (Reasoning, High)100100100100100100100100100100100.0%
Kimi K2.6100100100100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.6100100100100100100100100100100100.0%
Kimi K3 (Reasoning, Low)100100100100100100100100100100100.0%
Claude Opus 5 (Reasoning, Low)100100100100100100100100100100100.0%
Claude Opus 4.8 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5100100100100100100100100100100100.0%
Muse Spark 1.1 (Reasoning, Minimal)100100100100100100100100100100100.0%
GPT-5 Mini100100100100100100100100100100100.0%
Claude Opus 5 (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 397B A17B100100100100100100100100100100100.0%
Grok 4.3 (Reasoning)100100100100100100100100100100100.0%
Grok 4.5 (Reasoning, Low)100100100100100100100100100100100.0%
GPT-5.4 (Reasoning, Low)100100100100100100100100100100100.0%
Kimi K2.5100100100100100100100100100100100.0%
Thinking Machines Inkling (Reasoning)100100100100100100100100100100100.0%
GPT-5.6 Sol100100100100100100100100100100100.0%
GPT-5.1100100100100100100100100100100100.0%
Claude Sonnet 4.6100100100100100100100100100100100.0%
GPT-5.6 Luna (Reasoning)100100100100100100100100100100100.0%
MiniMax M3100100100100100100100100100100100.0%
Claude Sonnet 5 (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100100100100.0%
DeepSeek V4 Pro 0813 (Reasoning, High)100100100100100100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100100100100100100.0%
Qwen 3.5 27B100100100100100100100100100100100.0%
Claude Opus 5100100100100100100100100100100100.0%
Gemini 3 Flash (Preview, Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.7100100100100100100100100100100100.0%
GPT-5.4 Mini (Reasoning)100100100100100100100100100100100.0%
Qwen 3.5 Plus (2026-04-20)100100100100100100100100100100100.0%
Gemma 4 31B (Reasoning)100100100100100100100100100100100.0%
Claude Opus 4.5100100100100100100100100100100100.0%
Z.AI GLM 5100100100100100100100100100100100.0%
ByteDance Seed 1.6100100100100100100100100100100100.0%
GPT-5.2100100100100100100100100100100100.0%
GPT-5.5100100100100100100100100100100100.0%
Qwen 3.6 Flash100100100100100100100100100100100.0%
DeepSeek V4 Pro (Reasoning)100100100100100100100100100100100.0%
Gemma 4 26B (Reasoning)100100100100100100100100100100100.0%
Muse Glimmer 30B (Reasoning, Medium)100100100100100100100100100100100.0%
Aion 3.0100100100100100100100100100100100.0%
o4 Mini High100100100100100100100100100100100.0%
Z.AI GLM 5.3 Flash (Reasoning, Low)100100100100100100100100100100100.0%
Qwen 3.7 Flash (Reasoning)100100100100100100100100100100100.0%
Gemini 2.5 Pro100100100100100100100100100100100.0%
Qwen 3.6 27B100100100100100100100100100100100.0%
GPT-5.6 Terra100100100100100100100100100100100.0%
DeepSeek V4 Flash (Reasoning)100100100100100100100100100100100.0%
DeepSeek V4 Flash 0731 (Reasoning, High)100100100100100100100100100100100.0%
Z.AI GLM 4.7100100100100100100100100100100100.0%
Qwen 3.6 35B100100100100100100100100100100100.0%
Z.AI GLM 4.6100100100100100100100100100100100.0%
Claude Sonnet 4100100100100100100100100100100100.0%
Claude Sonnet 4.5100100100100100100100100100100100.0%
Thinking Machines Inkling Small (Reasoning, High)100100100100100100100100100100100.0%
Claude Sonnet 5100100100100100100100100100100100.0%
Claude Opus 4100100100100100100100100100100100.0%
Qwen 3.5 35B100100100100100100100100100100100.0%
GPT-4.1100100100100100100100100100100100.0%
MiniMax M2.5100100100100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning, Minimal)100100100100100100100100100100100.0%
Aion 2.0100100100100100100100100100100100.0%
o4 Mini100100100100100100100100100100100.0%
MiniMax M2.7100100100100100100