Agentic
: 2.8 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)152.08sResponse Time (max)152.08sResponse Time (total)152.08s
Anti-AI Tricks
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)80.66sResponse Time (max)321.43sResponse Time (total)322.64s
Coding
: 3.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)167.51sResponse Time (max)270.36sResponse Time (total)502.52s
Combined
: 3.2 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)412.50sResponse Time (max)814.73sResponse Time (total)824.99s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.76sResponse Time (max)4.89sResponse Time (total)5.51s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.46sResponse Time (max)6.68sResponse Time (total)7.39s
General Intelligence
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)650msResponse Time (max)650msResponse Time (total)650ms
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.36sResponse Time (max)2.36sResponse Time (total)2.36s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)202.49sResponse Time (max)202.49sResponse Time (total)202.49s
A test is fully passed only if every run passed for that test.Wrong answer: 11Did not follow instructions: 2Response Time (avg)2.99sResponse Time (max)6.51sResponse Time (total)62.74s…
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)3.13sResponse Time (max)5.90sResponse Time (total)12.50s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.13sResponse Time (max)5.30sResponse Time (total)9.40s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.51sResponse Time (max)6.51sResponse Time (total)6.51s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.81sResponse Time (max)5.69sResponse Time (total)7.62s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.09sResponse Time (max)2.39sResponse Time (total)6.26s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.97sResponse Time (max)2.43sResponse Time (total)3.93s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.86sResponse Time (max)4.86sResponse Time (total)4.86s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.23sResponse Time (max)2.23sResponse Time (total)2.23s
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 8.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)37.16sResponse Time (max)140.53sResponse Time (total)148.65s
Coding
: 3.3 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)137.63sResponse Time (max)137.63sResponse Time (total)137.63s
Combined
: 5.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)149.23sResponse Time (max)149.23sResponse Time (total)149.23s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.49sResponse Time (max)4.96sResponse Time (total)8.98s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)139.90sResponse Time (max)141.40sResponse Time (total)419.69s
Instructions following
: 7.3 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)23.26sResponse Time (max)43.87sResponse Time (total)46.51s
Puzzle Solving
: 5.7 A test is fully passed only if every run passed for that test.Did not follow instructions: 2Response Time (avg)50.83sResponse Time (max)144.85sResponse Time (total)152.49s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)6.44sResponse Time (max)6.44sResponse Time (total)6.44s
Trivia
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)45.38sResponse Time (max)45.38sResponse Time (total)45.38s
Anti-AI Tricks
: 3.5 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.18sResponse Time (max)1.81sResponse Time (total)4.70s
Coding
: 4.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.22sResponse Time (max)4.47sResponse Time (total)6.65s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)14.67sResponse Time (max)25.50sResponse Time (total)29.34s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.11sResponse Time (max)1.25sResponse Time (total)2.23s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)880msResponse Time (max)959msResponse Time (total)2.64s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)784msResponse Time (max)859msResponse Time (total)1.57s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.40sResponse Time (max)3.40sResponse Time (total)3.40s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)773msResponse Time (max)773msResponse Time (total)773ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)122.50sResponse Time (max)122.50sResponse Time (total)122.50s
Combined
: 4.8 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)113.53sResponse Time (max)115.89sResponse Time (total)227.06s
Data parsing and extraction
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)9.42sResponse Time (max)16.20sResponse Time (total)18.84s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.48sResponse Time (max)1.77sResponse Time (total)4.44s
General Intelligence
: 4.7 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)9.32sResponse Time (max)9.32sResponse Time (total)9.32s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.52sResponse Time (max)1.99sResponse Time (total)3.04s
Puzzle Solving
: 7.6 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)6.91sResponse Time (max)10.09sResponse Time (total)20.74s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.85sResponse Time (max)11.85sResponse Time (total)11.85s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)17.23sResponse Time (max)17.23sResponse Time (total)17.23s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)151.35sResponse Time (max)151.35sResponse Time (total)151.35s
Coding
: 3.7 A test is fully passed only if every run passed for that test.Wrong answer: 2Timed out: 1Response Time (avg)924msResponse Time (max)1.69sResponse Time (total)2.77s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)14.65sResponse Time (max)25.01sResponse Time (total)29.29s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)81.80sResponse Time (max)81.80sResponse Time (total)81.80s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)570msResponse Time (max)638msResponse Time (total)1.14s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)7.49sResponse Time (max)13.67sResponse Time (total)14.99s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.64sResponse Time (max)2.64sResponse Time (total)2.64s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)399msResponse Time (max)399msResponse Time (total)399ms
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)223.46sResponse Time (max)223.46sResponse Time (total)223.46s
Anti-AI Tricks
: 6.9 A test is fully passed only if every run passed for that test.Timed out: 2Response Time (avg)205.31sResponse Time (max)413.57sResponse Time (total)821.25s
Coding
: 3.8 A test is fully passed only if every run passed for that test.Timed out: 2Wrong answer: 1Response Time (avg)515.34sResponse Time (max)567.74sResponse Time (total)1546.02s
Combined
: 5.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Timed out: 1Response Time (avg)570.43sResponse Time (max)685.87sResponse Time (total)1140.86s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Timed out: 1Response Time (avg)167.15sResponse Time (max)183.96sResponse Time (total)501.46s
General Intelligence
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)16.37sResponse Time (max)16.37sResponse Time (total)16.37s
Instructions following
: 6.4 A test is fully passed only if every run passed for that test.Timed out: 1Response Time (avg)87.47sResponse Time (max)150.79sResponse Time (total)174.94s
Puzzle Solving
: 2.9 A test is fully passed only if every run passed for that test.Timed out: 2No answer: 1Response Time (avg)202.69sResponse Time (max)252.93sResponse Time (total)608.07s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)15.08sResponse Time (max)15.08sResponse Time (total)15.08s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)252.49sResponse Time (max)252.49sResponse Time (total)252.49s
Agentic
: 5.4 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)149.34sResponse Time (max)149.34sResponse Time (total)149.34s
Anti-AI Tricks
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)835msResponse Time (max)2.42sResponse Time (total)3.34s
Coding
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)550msResponse Time (max)903msResponse Time (total)1.65s
Combined
: 2.9 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)21.62sResponse Time (max)41.14sResponse Time (total)43.24s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)537msResponse Time (max)579msResponse Time (total)1.07s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)337msResponse Time (max)386msResponse Time (total)1.01s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)815msResponse Time (max)815msResponse Time (total)815ms
Puzzle Solving
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)828msResponse Time (max)945msResponse Time (total)2.48s
Tool Calling
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.45sResponse Time (max)1.45sResponse Time (total)1.45s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)200.52sResponse Time (max)200.52sResponse Time (total)200.52s
Agentic
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)18.87sResponse Time (max)18.87sResponse Time (total)18.87s
Anti-AI Tricks
: 3.0 A test is fully passed only if every run passed for that test.Extra formatting: 2Wrong answer: 2Response Time (avg)22.48sResponse Time (max)51.34sResponse Time (total)89.90s
Coding
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)21.96sResponse Time (max)44.81sResponse Time (total)65.89s
Combined
: 3.2 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)96.20sResponse Time (max)159.85sResponse Time (total)192.40s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)28.00sResponse Time (max)42.87sResponse Time (total)55.99s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)14.73sResponse Time (max)32.97sResponse Time (total)44.20s
General Intelligence
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)34.77sResponse Time (max)34.77sResponse Time (total)34.77s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)30.68sResponse Time (max)37.37sResponse Time (total)61.35s
Tool Calling
: 9.5 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.64sResponse Time (max)3.64sResponse Time (total)3.64s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)37.37sResponse Time (max)37.37sResponse Time (total)37.37s
Agentic
: 2.8 A test is fully passed only if every run passed for that test.Timed out: 1Response Time (avg)341.79sResponse Time (max)341.79sResponse Time (total)341.79s
Anti-AI Tricks
: 6.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)12.34sResponse Time (max)41.00sResponse Time (total)49.37s
Coding
: 4.4 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)285.47sResponse Time (max)437.11sResponse Time (total)856.41s
Combined
: 6.2 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)136.91sResponse Time (max)250.92sResponse Time (total)273.82s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)74.73sResponse Time (max)179.37sResponse Time (total)224.19s
Puzzle Solving
: 4.2 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)10.49sResponse Time (max)22.61sResponse Time (total)31.46s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.92sResponse Time (max)4.92sResponse Time (total)4.92s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)44.02sResponse Time (max)44.02sResponse Time (total)44.02s
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)84.96sResponse Time (max)84.96sResponse Time (total)84.96s
Anti-AI Tricks
: 3.8 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)655msResponse Time (max)995msResponse Time (total)2.62s
Coding
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)459msResponse Time (max)654msResponse Time (total)1.38s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)31.28sResponse Time (max)60.70sResponse Time (total)62.55s
Data parsing and extraction
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.04sResponse Time (max)1.29sResponse Time (total)2.08s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)631msResponse Time (max)744msResponse Time (total)1.89s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)482msResponse Time (max)482msResponse Time (total)482ms
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.26sResponse Time (max)1.83sResponse Time (total)2.52s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.29sResponse Time (max)1.29sResponse Time (total)1.29s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)419msResponse Time (max)419msResponse Time (total)419ms
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)80.73sResponse Time (max)80.73sResponse Time (total)80.73s
Anti-AI Tricks
: 5.2 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)5.51sResponse Time (max)6.59sResponse Time (total)11.02s
Coding
: 4.3 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.54sResponse Time (max)5.57sResponse Time (total)7.62s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)50.18sResponse Time (max)97.15sResponse Time (total)100.36s
Data parsing and extraction
: 7.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.82sResponse Time (max)4.82sResponse Time (total)4.82s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.22sResponse Time (max)3.70sResponse Time (total)4.44s
General Intelligence
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.59sResponse Time (max)1.59sResponse Time (total)1.59s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)888msResponse Time (max)888msResponse Time (total)888ms
Tool Calling
: 2.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)7.05sResponse Time (max)7.05sResponse Time (total)7.05s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)692msResponse Time (max)692msResponse Time (total)692ms
A test is fully passed only if every run passed for that test.API error: 7Wrong answer: 3Response Time (avg)56.57sResponse Time (max)149.94sResponse Time (total)848.59s…
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 6.4 A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)15.12sResponse Time (max)19.99sResponse Time (total)45.37s
Coding
: 5.3 A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)99.76sResponse Time (max)99.76sResponse Time (total)99.76s
Combined
: 5.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)113.09sResponse Time (max)113.09sResponse Time (total)113.09s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)12.11sResponse Time (max)12.11sResponse Time (total)12.11s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)109.04sResponse Time (max)149.94sResponse Time (total)327.11s
General Intelligence
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)34.36sResponse Time (max)41.83sResponse Time (total)68.73s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)27.94sResponse Time (max)45.06sResponse Time (total)55.89s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)78.83sResponse Time (max)78.83sResponse Time (total)78.83s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)47.71sResponse Time (max)47.71sResponse Time (total)47.71s
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.75sResponse Time (max)4.59sResponse Time (total)10.98s
Coding
: 3.3 A test is fully passed only if every run passed for that test.API error: 1No answer: 1Wrong answer: 1Response Time (avg)183.89sResponse Time (max)299.23sResponse Time (total)367.78s
Combined
: 5.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)25.87sResponse Time (max)25.87sResponse Time (total)25.87s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.04sResponse Time (max)4.12sResponse Time (total)6.07s
General Intelligence
: 5.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.61sResponse Time (max)3.61sResponse Time (total)3.61s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)13.98sResponse Time (max)13.98sResponse Time (total)13.98s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)234.19sResponse Time (max)234.19sResponse Time (total)234.19s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)65.46sResponse Time (max)65.46sResponse Time (total)65.46s
Anti-AI Tricks
: 3.3 A test is fully passed only if every run passed for that test.Wrong answer: 3Extra formatting: 1Response Time (avg)31.54sResponse Time (max)41.19sResponse Time (total)126.18s
Combined
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Wrong answer: 1Response Time (avg)75.12sResponse Time (max)95.32sResponse Time (total)150.23s
Data parsing and extraction
: 8.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)22.81sResponse Time (max)29.63sResponse Time (total)45.63s
Domain specific
: 6.8 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)25.61sResponse Time (max)45.05sResponse Time (total)76.83s
General Intelligence
: 5.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)58.28sResponse Time (max)58.28sResponse Time (total)58.28s
Instructions following
: 7.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)47.90sResponse Time (max)50.25sResponse Time (total)95.81s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)81.53sResponse Time (max)81.53sResponse Time (total)81.53s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)19.87sResponse Time (max)19.87sResponse Time (total)19.87s
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)433.02sResponse Time (max)433.02sResponse Time (total)433.02s
Anti-AI Tricks
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.71sResponse Time (max)3.79sResponse Time (total)6.84s
Coding
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)5.60sResponse Time (max)6.03sResponse Time (total)16.81s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)193.98sResponse Time (max)382.06sResponse Time (total)387.97s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)847msResponse Time (max)1.09sResponse Time (total)1.69s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)636msResponse Time (max)1.14sResponse Time (total)1.91s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)514msResponse Time (max)582msResponse Time (total)1.03s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.27sResponse Time (max)1.27sResponse Time (total)1.27s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.32sResponse Time (max)2.32sResponse Time (total)2.32s
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)124.23sResponse Time (max)124.23sResponse Time (total)124.23s
Anti-AI Tricks
: 3.5 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)2.19sResponse Time (max)6.85sResponse Time (total)8.74s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.24sResponse Time (max)5.52sResponse Time (total)9.72s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)28.86sResponse Time (max)55.36sResponse Time (total)57.72s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Extra formatting: 1Response Time (avg)1.01sResponse Time (max)1.18sResponse Time (total)2.03s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.24sResponse Time (max)2.23sResponse Time (total)3.71s
General Intelligence
: 4.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.86sResponse Time (max)6.86sResponse Time (total)6.86s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)751msResponse Time (max)821msResponse Time (total)1.50s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.43sResponse Time (max)2.43sResponse Time (total)2.43s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.89sResponse Time (max)3.89sResponse Time (total)3.89s
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)38msResponse Time (max)38msResponse Time (total)38ms
Anti-AI Tricks
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)6.55sResponse Time (max)9.41sResponse Time (total)26.19s
Coding
: 3.8 A test is fully passed only if every run passed for that test.API error: 2Wrong answer: 1Response Time (avg)10.57sResponse Time (max)10.57sResponse Time (total)10.57s
Combined
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)23.79sResponse Time (max)24.05sResponse Time (total)47.59s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.37sResponse Time (max)1.37sResponse Time (total)2.73s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.08sResponse Time (max)1.22sResponse Time (total)3.25s
Instructions following
: 6.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.36sResponse Time (max)9.81sResponse Time (total)10.73s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)25.72sResponse Time (max)25.72sResponse Time (total)25.72s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
A test is fully passed only if every run passed for that test.API error: 4Wrong answer: 3Response Time (avg)9.05sResponse Time (max)26.24sResponse Time (total)90.53s…
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)14.99sResponse Time (max)26.24sResponse Time (total)29.99s
Coding
: 3.0 A test is fully passed only if every run passed for that test.API error: 3Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)10.37sResponse Time (max)10.37sResponse Time (total)10.37s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)10.84sResponse Time (max)10.84sResponse Time (total)10.84s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)7.01sResponse Time (max)7.01sResponse Time (total)7.01s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)9.34sResponse Time (max)9.34sResponse Time (total)9.34s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.26sResponse Time (max)3.26sResponse Time (total)3.26s
Puzzle Solving
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.88sResponse Time (max)4.23sResponse Time (total)7.77s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.96sResponse Time (max)11.96sResponse Time (total)11.96s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Agentic
: 2.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)158.25sResponse Time (max)158.25sResponse Time (total)158.25s
Anti-AI Tricks
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 3No answer: 1Response Time (avg)52.20sResponse Time (max)207.32sResponse Time (total)208.79s
Coding
: 5.3 A test is fully passed only if every run passed for that test.API error: 1No answer: 1Response Time (avg)271.42sResponse Time (max)423.72sResponse Time (total)814.25s
Combined
: 2.9 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)702.26sResponse Time (max)1190.11sResponse Time (total)1404.52s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.96sResponse Time (max)3.41sResponse Time (total)3.91s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.51sResponse Time (max)6.82sResponse Time (total)7.52s
General Intelligence
: 4.6 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)855msResponse Time (max)855msResponse Time (total)855ms
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.69sResponse Time (max)2.69sResponse Time (total)2.69s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.94sResponse Time (max)6.94sResponse Time (total)6.94s
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)208.38sResponse Time (max)208.38sResponse Time (total)208.38s
Coding
: 4.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.22sResponse Time (max)3.14sResponse Time (total)6.67s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)30.86sResponse Time (max)45.14sResponse Time (total)61.71s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.32sResponse Time (max)1.32sResponse Time (total)1.32s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)871msResponse Time (max)962msResponse Time (total)1.74s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.34sResponse Time (max)1.34sResponse Time (total)1.34s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)7.78sResponse Time (max)14.65sResponse Time (total)15.56s
Puzzle Solving
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)24.34sResponse Time (max)42.58sResponse Time (total)48.69s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.47sResponse Time (max)2.47sResponse Time (total)2.47s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)601msResponse Time (max)601msResponse Time (total)601ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)31msResponse Time (max)31msResponse Time (total)31ms
Anti-AI Tricks
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)526msResponse Time (max)1.03sResponse Time (total)2.10s
Coding
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)759msResponse Time (max)1.52sResponse Time (total)2.28s
Combined
: 6.5 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)9.33sResponse Time (max)12.35sResponse Time (total)18.66s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)782msResponse Time (max)961msResponse Time (total)1.56s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)442msResponse Time (max)517msResponse Time (total)1.33s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)964msResponse Time (max)964msResponse Time (total)964ms
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)767msResponse Time (max)1.02sResponse Time (total)1.53s
Puzzle Solving
: 3.2 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)665msResponse Time (max)734msResponse Time (total)2.00s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)2.31sResponse Time (max)2.31sResponse Time (total)2.31s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)481msResponse Time (max)481msResponse Time (total)481ms
A test is fully passed only if every run passed for that test.Wrong answer: 3Did not follow instructions: 1Response Time (avg)9.75sResponse Time (max)31.36sResponse Time (total)175.48s…
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 8.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.16sResponse Time (max)3.44sResponse Time (total)12.65s
Coding
: 3.3 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)31.36sResponse Time (max)31.36sResponse Time (total)31.36s
Combined
: 5.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)20.93sResponse Time (max)20.93sResponse Time (total)20.93s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.01sResponse Time (max)4.27sResponse Time (total)8.02s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)21.33sResponse Time (max)24.21sResponse Time (total)64.00s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.78sResponse Time (max)5.78sResponse Time (total)5.78s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.89sResponse Time (max)5.89sResponse Time (total)9.78s
Puzzle Solving
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.52sResponse Time (max)4.53sResponse Time (total)10.57s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)12.39sResponse Time (max)12.39sResponse Time (total)12.39s
Trivia
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)1.08sResponse Time (max)1.08sResponse Time (total)1.08s
Anti-AI Tricks
: 7.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.50sResponse Time (max)5.89sResponse Time (total)13.99s
Coding
: 3.5 A test is fully passed only if every run passed for that test.Extra formatting: 2Wrong answer: 1Response Time (avg)11.06sResponse Time (max)14.01sResponse Time (total)33.18s
Combined
: 6.4 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)55.86sResponse Time (max)86.23sResponse Time (total)111.72s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.82sResponse Time (max)3.26sResponse Time (total)5.64s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Extra formatting: 2API error: 1Response Time (avg)8.91sResponse Time (max)13.68sResponse Time (total)26.72s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.64sResponse Time (max)2.19sResponse Time (total)3.28s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.47sResponse Time (max)4.47sResponse Time (total)4.47s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)19.98sResponse Time (max)19.98sResponse Time (total)19.98s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)39.99sResponse Time (max)39.99sResponse Time (total)39.99s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.34sResponse Time (max)1.83sResponse Time (total)2.67s
Coding
: 3.2 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.63sResponse Time (max)2.55sResponse Time (total)4.90s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)6.32sResponse Time (max)7.58sResponse Time (total)12.64s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.27sResponse Time (max)1.27sResponse Time (total)1.27s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)743msResponse Time (max)848msResponse Time (total)1.49s
General Intelligence
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)909msResponse Time (max)909msResponse Time (total)909ms
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.11sResponse Time (max)1.11sResponse Time (total)1.11s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.51sResponse Time (max)2.51sResponse Time (total)2.51s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)794msResponse Time (max)794msResponse Time (total)794ms
Global benchmark trends
See how current models trade score for cost, speed, output length, and category strength.