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%
5Gemini 3.1 Flash Lite (Preview)100.0%$0.00132.4s100%
6Gemini 3.1 Flash Lite100.0%$0.00132.4s100%
7Mistral Small 4100.0%$0.00064.5s100%
8Ministral 3 14B100.0%$0.00035.7s100%
9GPT-5.4 Nano100.0%$0.00113.8s100%
10Gemini 3.5 Flash Lite (Reasoning)100.0%$0.00211.9s100%
11Mistral Small 3.2 24B100.0%$0.00036.9s100%
12Gemini 3.5 Flash Lite (Reasoning, Minimal)100.0%$0.00212.0s100%
13Gemini 2.5 Flash100.0%$0.00213.0s100%
14Laguna S 2.1100.0%$0.00028.9s100%
15Gemma 3 4B100.0%$0.000110.1s100%
16GPT-5.4 Nano (Reasoning, Low)100.0%$0.00147.4s100%
17Mistral Medium 3.1100.0%$0.00186.3s100%
18DeepSeek V4 Flash100.0%$0.000310.6s100%
19Gemini 3 Flash (Preview)100.0%$0.00274.3s100%
20Gemini 3.1 Flash Lite (Reasoning)100.0%$0.00138.2s100%
21Arcee AI: Trinity Mini100.0%$0.000311.2s100%
22Gemma 3 12B100.0%$0.000112.8s100%
23GPT-5.4 Mini100.0%$0.00403.2s100%
24GPT-4o Mini (temp=1)100.0%$0.000612.4s100%
25Grok 4.3100.0%$0.00306.0s100%
26Grok 4.20100.0%$0.00296.5s100%
27GPT-4.1 Mini100.0%$0.001510.3s100%
28Mistral Large 3100.0%$0.001610.5s100%
29GPT-4o Mini (temp=0)100.0%$0.000613.8s100%
30Qwen 3.5 Plus (2026-02-15)100.0%$0.002210.2s100%
31Qwen 2.5 72B100.0%$0.000416.3s100%
32Claude Haiku 4.5100.0%$0.00515.8s100%
33GPT-5.6 Luna100.0%$0.00535.4s100%
34Gemini 3.6 Flash (Reasoning, Minimal)100.0%$0.00703.1s100%
35GPT-5.4 Mini (Reasoning, Low)100.0%$0.00527.9s100%
36Gemma 3 27B100.0%$0.000324.0s100%
37Gemini 3.5 Flash (Reasoning, Minimal)100.0%$0.00813.5s100%
38Xiaomi MIMO v2.5100.0%$0.004015.0s100%
39DeepSeek V3 (2024-12-26)100.0%$0.001223.1s100%
40GPT-4.1100.0%$0.00766.4s100%
41GPT-4o, Aug. 6th (temp=1)100.0%$0.00864.1s100%
42Mistral Large 2100.0%$0.006210.5s100%
43DeepSeek V4 Pro100.0%$0.002022.3s100%
44Gemma 4 26B100.0%$0.000327.1s100%
45GPT-4o, Aug. 6th (temp=0)100.0%$0.00913.9s100%
46GPT-5.4 Nano (Reasoning)100.0%$0.003422.3s100%
47Hermes 3 405B100.0%$0.001731.7s100%
48DeepSeek V3.1100.0%$0.000935.4s100%
49GPT-5.6 Luna (Reasoning)100.0%$0.01010.6s100%
50GPT-5.6 Terra100.0%$0.0134.2s100%
51Thinking Machines Inkling100.0%$0.003830.5s100%
52GPT-5.4100.0%$0.0138.3s100%
53Gemma 4 31B100.0%$0.000444.2s100%
54Qwen 3 32B100.0%$0.001043.4s100%
55Claude Sonnet 4.6100.0%$0.0157.5s100%
56Claude Sonnet 4.5100.0%$0.0157.2s100%
57GPT-OSS 120B100.0%$0.001046.5s100%
58Claude Sonnet 5100.0%$0.01411.8s100%
59Claude Sonnet 4100.0%$0.0159.4s100%
60Xiaomi MIMO v2.5 Pro100.0%$0.007332.3s100%
61DeepSeek V3.2100.0%$0.000753.2s100%
62Grok 4.5 (Reasoning, Low)100.0%$0.01421.2s100%
63Gemini 2.5 Flash (Reasoning)100.0%$0.01422.4s100%
64GPT-5.4 (Reasoning, Low)100.0%$0.02014.1s100%
65Z.AI GLM 4.5100.0%$0.006352.4s100%
66GPT-5 Mini100.0%$0.008250.8s100%
67Claude Opus 4.5100.0%$0.0268.1s100%
68Claude Opus 4.6100.0%$0.0268.7s100%
69GPT-5.6 Sol100.0%$0.0266.5s100%
70GPT-5.5100.0%$0.0266.8s100%
71Z.AI GLM 4.6100.0%$0.007857.8s100%
72Z.AI GLM 5.2 (Reasoning, High)100.0%$0.01344.0s100%
73GPT-5.6 Terra (Reasoning)100.0%$0.02612.5s100%
74MiniMax M2.5100.0%$0.00211.3m100%
75Qwen 3.6 Flash100.0%$0.01445.2s100%
76GPT-5.4 Mini (Reasoning)100.0%$0.01837.8s100%
77GPT-5.2100.0%$0.02522.2s100%
78Qwen 3.6 35B100.0%$0.0111.0m100%
79Gemini 3 Flash (Preview, Reasoning)100.0%$0.02236.9s100%
80GPT-5.5 (Reasoning, Low)100.0%$0.03211.5s100%
81Claude Opus 4.7100.0%$0.0367.3s100%
82ByteDance Seed 1.6100.0%$0.00771.4m100%
83Z.AI GLM 4.5 Air100.0%$0.00591.5m100%
84Claude Opus 5100.0%$0.03611.5s100%
85o4 Mini100.0%$0.02639.2s100%
86Z.AI GLM 5 Turbo100.0%$0.02250.4s100%
87GPT-5.1100.0%$0.02934.1s100%
88Grok 4.20 (Reasoning)100.0%$0.0181.1m100%
89Claude Sonnet 5 (Reasoning)100.0%$0.03426.1s100%
90ByteDance Seed 2.0 Lite100.0%$0.00851.6m100%
91Claude Sonnet 5 (Reasoning, Low)100.0%$0.03426.8s100%
92MoonshotAI: Kimi K3 (Reasoning, Low)100.0%$0.03155.2s100%
93Grok 4.3 (Reasoning)100.0%$0.0191.5m100%
94Nemotron 3 Super100.0%$0.00002.5m100%
95GPT-5.6 Sol (Reasoning)100.0%$0.05822.4s100%
96Qwen 3.5 Plus (2026-04-20)100.0%$0.0202.1m100%
97Qwen 3.6 27B100.0%$0.0271.9m100%
98Claude Opus 4.7 (Reasoning)100.0%$0.06413.9s100%
99GPT-5.4 (Reasoning)100.0%$0.05247.2s100%
100Gemini 2.5 Pro100.0%$0.05641.9s100%
101Mistral Small 4 (Reasoning)96.4%$0.003634.3s74%
102Claude Opus 5 (Reasoning)100.0%$0.06522.6s100%
103Grok 4.5 (Reasoning, High)100.0%$0.0451.3m100%
104GPT-5.5 (Reasoning)100.0%$0.06825.1s100%
105GPT-5100.0%$0.0501.3m100%
106Gemma 4 26B (Reasoning)100.0%$0.00423.4m100%
107Claude Opus 4.8 (Reasoning, Low)100.0%$0.07124.9s100%
108Claude Opus 4.8 (Reasoning)100.0%$0.07224.8s100%
109Claude Opus 4100.0%$0.07713.4s100%
110MiniMax M2.7100.0%$0.0143.1m100%
111Z.AI GLM 4.7100.0%$0.0173.0m100%
112Claude Opus 5 (Reasoning, Low)100.0%$0.07525.2s100%
113Qwen 3.5 122B100.0%$0.0411.9m100%
114Gemini 3.6 Flash (Reasoning)100.0%$0.07136.0s100%
115o4 Mini High100.0%$0.0561.4m100%
116Laguna XS 2.192.9%$0.000416.1s65%
117Gemini 3.5 Flash (Reasoning)100.0%$0.07733.0s100%
118Llama 3.1 70B92.9%$0.000718.9s65%
119Gemini 2.5 Flash Lite (Reasoning)95.2%$0.003332.9s66%
120DeepSeek V4 Pro (Reasoning)100.0%$0.0133.5m100%
121Writer: Palmyra X592.9%$0.005013.7s65%
122Qwen 3.5 397B A17B100.0%$0.0113.7m100%
123ByteDance Seed 2.0 Mini100.0%$0.00364.0m100%
124Z.AI GLM 5100.0%$0.0233.2m100%
125MoonshotAI: Kimi K3 (Reasoning, High)100.0%$0.0551.9m100%
126Qwen 3.5 27B100.0%$0.0372.9m100%
127Muse Spark 1.1 (Reasoning, Medium)92.9%$0.01517.3s65%
128Ministral 3 3B89.3%$0.00022.9s59%
129DeepSeek V4 Flash (Reasoning)96.4%$0.00132.3m74%
130Cydonia 24B V4.191.1%$0.000618.0s55%
131Aion 3.0100.0%$0.0542.9m100%
132DeepSeek-V2 Chat90.5%$0.001121.5s53%
133Qwen3.7 Max100.0%$0.0722.1m100%
134Z.AI GLM 5.1100.0%$0.0443.4m100%
135Ministral 3B85.7%$0.00012.9s55%
136Qwen 3.5 9B96.4%$0.00202.9m74%
137ByteDance Seed 1.6 Flash89.9%$0.001221.9s50%
138Qwen3 235B A22B Instruct 250785.7%$0.000419.2s55%
139DeepSeek V3 (2025-03-24)88.1%$0.000842.6s54%
140Muse Spark 1.1 (Reasoning, Minimal)87.5%$0.01011.8s51%
141Qwen 3.5 35B92.9%$0.0251.3m65%
142Z.AI GLM 4.7 Flash92.9%$0.00342.4m65%
143Gemma 4 31B (Reasoning)100.0%$0.00276.3m100%
144Qwen 3.5 Flash92.9%$0.00501.4m49%
145Thinking Machines Inkling (Reasoning)100.0%$0.0414.8m100%
146Aion 3.0 Mini95.2%$0.0102.9m66%
147MiniMax M3100.0%$0.0176.0m100%
148Aion 2.092.9%$0.00691.5m49%
149Claude Opus 4.6 (Reasoning)100.0%$0.1291.1m100%
150Qwen3.6 Max Preview100.0%$0.0664.0m100%
151Claude Sonnet 4.6 (Reasoning)100.0%$0.1231.5m100%
152Inception Mercury 281.5%$0.00273.7s41%
153GPT-5 Nano88.1%$0.00521.9m54%
154Mistral NeMO76.2%$0.00023.1s44%
155MoonshotAI: Kimi K2.5100.0%$0.0296.5m100%
156WizardLM 2 8x22b85.7%$0.00141.5m41%
157Gemini 3.1 Pro (Preview)100.0%$0.1682.6m100%
158MoonshotAI: Kimi K2.6100.0%$0.0727.6m100%
159Nemotron 3 Nano82.1%$0.00344.0m42%
160Hermes 3 70B60.8%$0.00222.8m6%
161Cohere Command R+ (Aug. 2024)37.9%$0.009218.4s7%
97.78%

Individual Scenarios

Generic Prompt

Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 Avg ▼
GPT-5.6 Sol (Reasoning)100100100100100100100100.0%
Claude Opus 4.6 (Reasoning)100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100.0%
Qwen3.7 Max100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100.0%
Qwen3.6 Max Preview100100100100100100100100.0%
GPT-5.5 (Reasoning)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%
MoonshotAI: Kimi K3 (Reasoning, High)100100100100100100100100.0%
MoonshotAI: Kimi K2.6100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100100100.0%
Claude Opus 4.6100100100100100100100100.0%
MoonshotAI: Kimi K3 (Reasoning, Low)100100100100100100100100.0%
Claude Opus 5 (Reasoning, Low)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning, Low)100100100100100100100100.0%
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%
MoonshotAI: 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)100100100100100100100100.0%
MiniMax M3100100100100100100100100.0%
Claude Sonnet 5 (Reasoning)100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100100100.0%
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%
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%
Claude Sonnet 5100100100100100100100100.0%
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%
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%
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%
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 1.1 (Reasoning, Medium)1001001001001001005092.9%
DeepSeek V4 Flash (Reasoning)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%
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%
Ministral 3 3B10010010010050505078.6%
Muse Spark 1.1 (Reasoning, Minimal)10010010010050502575.0%
WizardLM 2 8x22b1001001001005050071.5%
Qwen3 235B A22B Instruct 25071001001005050505071.4%
Ministral 3B1001001005050505071.4%
Mistral NeMO10050505050333352.4%
Cohere Command R+ (Aug. 2024)202020141311815.1%

Specific Prompt

Model # 1 # 2 # 3 # 4 # 5 # 6 # 7 Avg ▼
GPT-5.6 Sol (Reasoning)100100100100100100100100.0%
Claude Opus 4.6 (Reasoning)100100100100100100100100.0%
Gemini 3.6 Flash (Reasoning)100100100100100100100100.0%
Qwen3.7 Max100100100100100100100100.0%
Grok 4.5 (Reasoning, High)100100100100100100100100.0%
Gemini 3.1 Pro (Preview)100100100100100100100100.0%
GPT-5.4 (Reasoning)100100100100100100100100.0%
Z.AI GLM 5.1100100100100100100100100.0%
Qwen3.6 Max Preview100100100100100100100100.0%
GPT-5.5 (Reasoning)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%
MoonshotAI: Kimi K3 (Reasoning, High)100100100100100100100100.0%
MoonshotAI: Kimi K2.6100100100100100100100100.0%
Claude Opus 4.7 (Reasoning)100100100100100100100100.0%
GPT-5.5 (Reasoning, Low)100100100100100100100100.0%
GPT-5.6 Terra (Reasoning)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning)100100100100100100100100.0%
Claude Opus 4.6100100100100100100100100.0%
MoonshotAI: Kimi K3 (Reasoning, Low)100100100100100100100100.0%
Claude Opus 5 (Reasoning, Low)100100100100100100100100.0%
Claude Opus 4.8 (Reasoning, Low)100100100100100100100100.0%
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%
MoonshotAI: 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)100100100100100100100100.0%
MiniMax M3100100100100100100100100.0%
Claude Sonnet 5 (Reasoning)100100100100100100100100.0%
Qwen 3.5 122B100100100100100100100100.0%
Claude Sonnet 5 (Reasoning, Low)100100100100100100100100.0%
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%
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%
Claude Sonnet 5100100100100100100100100.0%
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%
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%
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%
Qwen 3.5 9B100100100100100100100100.0%
Xiaomi MIMO v2.5100100100100100100100100.0%
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%
Qwen3 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%
Muse Spark 1.1 (Reasoning, Medium)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%
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%