Agentic
: 5.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)51.13sResponse Time (max)51.13sResponse Time (total)51.13s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)9.82sResponse Time (max)18.71sResponse Time (total)39.30s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)8.04sResponse Time (max)21.45sResponse Time (total)24.13s
Combined
: 3.8 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)50.92sResponse Time (max)98.62sResponse Time (total)101.85s
Data parsing and extraction
: 7.3 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)9.34sResponse Time (max)17.59sResponse Time (total)18.69s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)8.24sResponse Time (max)18.64sResponse Time (total)24.73s
General Intelligence
: 5.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.08sResponse Time (max)1.08sResponse Time (total)1.08s
Instructions following
: 6.2 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)16.97sResponse Time (max)17.43sResponse Time (total)33.94s
Puzzle Solving
: 5.4 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)25.95sResponse Time (max)28.94sResponse Time (total)77.86s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)71.15sResponse Time (max)71.15sResponse Time (total)71.15s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)27.10sResponse Time (max)27.10sResponse Time (total)27.10s
Agentic
: 6.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)142.68sResponse Time (max)142.68sResponse Time (total)142.68s
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)11.68sResponse Time (max)40.72sResponse Time (total)46.73s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)13.01sResponse Time (max)27.71sResponse Time (total)39.04s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Timed out: 1Response Time (avg)298.21sResponse Time (max)566.80sResponse Time (total)596.42s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.39sResponse Time (max)2.27sResponse Time (total)2.78s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)26.16sResponse Time (max)77.41sResponse Time (total)78.47s
Instructions following
: 3.0 A test is fully passed only if every run passed for that test.Timed out: 1Wrong answer: 1Response Time (avg)75.80sResponse Time (max)150.25sResponse Time (total)151.60s
Puzzle Solving
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Timed out: 1Response Time (avg)90.84sResponse Time (max)169.53sResponse Time (total)272.52s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.23sResponse Time (max)2.23sResponse Time (total)2.23s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.53sResponse Time (max)5.53sResponse Time (total)5.53s
A test is fully passed only if every run passed for that test.Wrong answer: 9API error: 4Extra formatting: 3Response Time (avg)15.23sResponse Time (max)118.35sResponse Time (total)350.26s…
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)1.10sResponse Time (max)1.10sResponse Time (total)1.10s
Anti-AI Tricks
: 6.9 A test is fully passed only if every run passed for that test.API error: 1Wrong answer: 1Response Time (avg)2.49sResponse Time (max)3.97sResponse Time (total)9.97s
Combined
: 6.5 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)74.48sResponse Time (max)118.35sResponse Time (total)148.95s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.59sResponse Time (max)4.92sResponse Time (total)7.18s
General Intelligence
: 5.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)7.10sResponse Time (max)7.10sResponse Time (total)7.10s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.51sResponse Time (max)1.91sResponse Time (total)3.01s
Puzzle Solving
: 3.5 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.47sResponse Time (max)2.86sResponse Time (total)7.40s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.77sResponse Time (max)4.77sResponse Time (total)4.77s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)21.72sResponse Time (max)21.72sResponse Time (total)21.72s
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
: 6.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)140.90sResponse Time (max)140.90sResponse Time (total)140.90s
Coding
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)9.57sResponse Time (max)9.57sResponse Time (total)9.57s
Combined
: 1.5 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
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)7.12sResponse Time (max)7.12sResponse Time (total)7.12s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)34.98sResponse Time (max)68.97sResponse Time (total)104.94s
General Intelligence
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)10.79sResponse Time (max)10.79sResponse Time (total)10.79s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.06sResponse Time (max)5.85sResponse Time (total)10.12s
Tool Calling
: 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
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)47.29sResponse Time (max)47.29sResponse Time (total)47.29s
A test is fully passed only if every run passed for that test.Wrong answer: 13Did not follow instructions: 2Response Time (avg)2.82sResponse Time (max)8.21sResponse Time (total)59.29s…
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
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)2.84sResponse Time (max)4.15sResponse Time (total)11.35s
Coding
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.41sResponse Time (max)3.93sResponse Time (total)7.22s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.89sResponse Time (max)4.89sResponse Time (total)4.89s
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)2.47sResponse Time (max)2.48sResponse Time (total)4.95s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.97sResponse Time (max)2.65sResponse Time (total)5.92s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.13sResponse Time (max)2.53sResponse Time (total)4.27s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)8.21sResponse Time (max)8.21sResponse Time (total)8.21s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.37sResponse Time (max)2.37sResponse Time (total)2.37s
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
: 6.6 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.19sResponse Time (max)2.04sResponse Time (total)4.75s
Coding
: 3.7 A test is fully passed only if every run passed for that test.API error: 2Wrong answer: 1Response Time (avg)1.30sResponse Time (max)1.30sResponse Time (total)1.30s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.70sResponse Time (max)3.70sResponse Time (total)3.70s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)979msResponse Time (max)1.02sResponse Time (total)1.96s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)925msResponse Time (max)1.16sResponse Time (total)2.77s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)987msResponse Time (max)1.13sResponse Time (total)1.97s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)2.83sResponse Time (max)2.83sResponse Time (total)2.83s
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.Wrong answer: 5Response Time (avg)6.01sResponse Time (max)13.10sResponse Time (total)42.05s…
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
: 0.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.41sResponse Time (max)2.41sResponse Time (total)2.41s
Coding
: 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
Combined
: 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
Data parsing and extraction
: 3.7 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)5.00sResponse Time (max)6.86sResponse Time (total)10.00s
Domain specific
: 4.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)7.26sResponse Time (max)13.10sResponse Time (total)14.52s
General Intelligence
: 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
Instructions following
: 5.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.66sResponse Time (max)11.66sResponse Time (total)11.66s
Puzzle Solving
: 1.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.47sResponse Time (max)3.47sResponse Time (total)3.47s
Tool Calling
: 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
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
: 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
Coding
: 0.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.96sResponse Time (max)1.96sResponse Time (total)1.96s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.01sResponse Time (max)2.01sResponse Time (total)2.01s
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)646msResponse Time (max)658msResponse Time (total)1.29s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)371msResponse Time (max)419msResponse Time (total)1.11s
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
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)439msResponse Time (max)448msResponse Time (total)878ms
Puzzle Solving
: 5.3 A test is fully passed only if every run passed for that test.API error: 1Wrong answer: 1Response Time (avg)650msResponse Time (max)843msResponse Time (total)1.30s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)1.93sResponse Time (max)1.93sResponse Time (total)1.93s
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
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)44.97sResponse Time (max)44.97sResponse Time (total)44.97s
Anti-AI Tricks
: 6.7 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)4.13sResponse Time (max)8.33sResponse Time (total)16.53s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)262.39sResponse Time (max)419.41sResponse Time (total)524.77s
Data parsing and extraction
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)13.98sResponse Time (max)20.06sResponse Time (total)27.96s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)66.94sResponse Time (max)118.63sResponse Time (total)200.81s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.12sResponse Time (max)4.57sResponse Time (total)8.24s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.96sResponse Time (max)5.96sResponse Time (total)5.96s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)125.13sResponse Time (max)125.13sResponse Time (total)125.13s
A test is fully passed only if every run passed for that test.Wrong answer: 14Did not follow instructions: 3Response Time (avg)3.34sResponse Time (max)41.98sResponse Time (total)76.84s…
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)41.98sResponse Time (max)41.98sResponse Time (total)41.98s
Anti-AI Tricks
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)929msResponse Time (max)1.55sResponse Time (total)3.72s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)913msResponse Time (max)1.19sResponse Time (total)2.74s
Combined
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.22sResponse Time (max)9.92sResponse Time (total)12.43s
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)1.30sResponse Time (max)1.58sResponse Time (total)2.61s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.31sResponse Time (max)1.78sResponse Time (total)3.93s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)728msResponse Time (max)731msResponse Time (total)1.46s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)2.32sResponse Time (max)2.32sResponse Time (total)2.32s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.33sResponse Time (max)1.33sResponse Time (total)1.33s
Agentic
: 6.1 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)58.97sResponse Time (max)58.97sResponse Time (total)58.97s
Anti-AI Tricks
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.59sResponse Time (max)3.26sResponse Time (total)6.35s
Coding
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)85.04sResponse Time (max)192.80sResponse Time (total)255.11s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)36.86sResponse Time (max)58.74sResponse Time (total)73.73s
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)2.08sResponse Time (max)2.51sResponse Time (total)4.16s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.61sResponse Time (max)2.34sResponse Time (total)4.84s
General Intelligence
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.39sResponse Time (max)2.39sResponse Time (total)2.39s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.16sResponse Time (max)1.51sResponse Time (total)2.32s
Puzzle Solving
: 7.9 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)19.31sResponse Time (max)54.26sResponse Time (total)57.94s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.30sResponse Time (max)3.30sResponse Time (total)3.30s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)780msResponse Time (max)780msResponse Time (total)780ms
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)141.22sResponse Time (max)141.22sResponse Time (total)141.22s
Anti-AI Tricks
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.43sResponse Time (max)4.39sResponse Time (total)5.71s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.39sResponse Time (max)2.67sResponse Time (total)4.18s
Combined
: 3.8 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)128.29sResponse Time (max)209.15sResponse Time (total)256.58s
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)1.16sResponse Time (max)1.42sResponse Time (total)2.33s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)507msResponse Time (max)549msResponse Time (total)1.52s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)809msResponse Time (max)983msResponse Time (total)1.62s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.30sResponse Time (max)2.30sResponse Time (total)2.30s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)493msResponse Time (max)493msResponse Time (total)493ms
Agentic
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)175.20sResponse Time (max)175.20sResponse Time (total)175.20s
Anti-AI Tricks
: 4.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.39sResponse Time (max)2.96sResponse Time (total)5.56s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)77.83sResponse Time (max)152.28sResponse Time (total)155.66s
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)1.32sResponse Time (max)1.39sResponse Time (total)2.64s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.39sResponse Time (max)1.77sResponse Time (total)4.18s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.64sResponse Time (max)1.80sResponse 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)4.46sResponse Time (max)4.46sResponse Time (total)4.46s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.36sResponse Time (max)1.36sResponse Time (total)1.36s
Agentic
: 6.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)79.95sResponse Time (max)79.95sResponse Time (total)79.95s
Coding
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)13.42sResponse Time (max)22.57sResponse Time (total)40.25s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)78.38sResponse Time (max)132.84sResponse Time (total)156.76s
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)4.53sResponse Time (max)6.63sResponse Time (total)9.05s
Domain specific
: 3.5 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.91sResponse Time (max)4.51sResponse Time (total)5.72s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.82sResponse Time (max)2.82sResponse Time (total)2.82s
Instructions following
: 6.2 A test is fully passed only if every run passed for that test.Extra formatting: 1Response Time (avg)1.80sResponse Time (max)2.04sResponse Time (total)3.60s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)10.04sResponse Time (max)15.52sResponse Time (total)30.11s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)48.81sResponse Time (max)48.81sResponse Time (total)48.81s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.36sResponse Time (max)5.36sResponse Time (total)5.36s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)62.57sResponse Time (max)62.57sResponse Time (total)62.57s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)816msResponse Time (max)1.57sResponse Time (total)3.26s
Combined
: 3.7 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)4.78sResponse Time (max)7.06sResponse Time (total)9.56s
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)715msResponse Time (max)756msResponse Time (total)1.43s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)722msResponse Time (max)878msResponse Time (total)2.17s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)779msResponse Time (max)779msResponse Time (total)779ms
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)810msResponse Time (max)964msResponse Time (total)1.62s
Puzzle Solving
: 3.7 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)739msResponse Time (max)822msResponse Time (total)2.22s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.65sResponse Time (max)1.65sResponse Time (total)1.65s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)55.14sResponse Time (max)55.14sResponse Time (total)55.14s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)53.77sResponse Time (max)53.77sResponse Time (total)53.77s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)901msResponse Time (max)1.45sResponse Time (total)3.60s
Coding
: 3.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)980msResponse Time (max)1.57sResponse Time (total)2.94s
Combined
: 3.2 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)6.68sResponse Time (max)10.57sResponse Time (total)13.35s
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)758msResponse Time (max)803msResponse Time (total)1.52s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)784msResponse Time (max)855msResponse Time (total)2.35s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.00sResponse Time (max)1.00sResponse Time (total)1.00s
Instructions following
: 7.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.23sResponse Time (max)1.66sResponse Time (total)2.47s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.80sResponse Time (max)2.80sResponse Time (total)2.80s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)651msResponse Time (max)651msResponse Time (total)651ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)26msResponse Time (max)26msResponse Time (total)26ms
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)3.34sResponse Time (max)9.88sResponse Time (total)13.36s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)6.39sResponse Time (max)17.51sResponse Time (total)19.16s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)8.58sResponse Time (max)11.54sResponse Time (total)17.17s
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)1.10sResponse Time (max)1.23sResponse Time (total)2.21s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2API error: 1Response Time (avg)840msResponse Time (max)892msResponse Time (total)1.68s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.58sResponse Time (max)1.58sResponse Time (total)1.58s
Puzzle Solving
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.49sResponse Time (max)2.55sResponse Time (total)4.46s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.85sResponse Time (max)2.85sResponse Time (total)2.85s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)10.61sResponse Time (max)10.61sResponse Time (total)10.61s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)47.06sResponse Time (max)47.06sResponse Time (total)47.06s
Anti-AI Tricks
: 6.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)799msResponse Time (max)1.05sResponse Time (total)3.20s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)972msResponse Time (max)1.03sResponse Time (total)2.92s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)5.16sResponse Time (max)7.48sResponse Time (total)10.32s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.06sResponse Time (max)1.10sResponse Time (total)2.13s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)846msResponse Time (max)1.03sResponse Time (total)2.54s
General Intelligence
: 4.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)819msResponse Time (max)819msResponse Time (total)819ms
Puzzle Solving
: 5.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)792msResponse Time (max)829msResponse Time (total)2.38s
Tool Calling
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.72sResponse Time (max)2.72sResponse Time (total)2.72s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)782msResponse Time (max)782msResponse Time (total)782ms
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)84.47sResponse Time (max)84.47sResponse Time (total)84.47s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)972msResponse Time (max)1.02sResponse Time (total)2.92s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)4.77sResponse Time (max)7.29sResponse Time (total)9.54s
Data parsing and extraction
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.12sResponse Time (max)1.54sResponse Time (total)2.24s
Domain specific
: 4.1 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)836msResponse Time (max)1.06sResponse Time (total)2.51s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.60sResponse Time (max)2.42sResponse Time (total)3.20s
Puzzle Solving
: 8.2 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)710msResponse Time (max)792msResponse Time (total)2.13s
Tool Calling
: 2.8 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)1.57sResponse Time (max)1.57sResponse Time (total)1.57s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)591msResponse Time (max)591msResponse Time (total)591ms
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
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)32msResponse Time (max)32msResponse Time (total)32ms
Coding
: 5.3 A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)11.21sResponse Time (max)11.21sResponse Time (total)11.21s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)35.69sResponse Time (max)36.03sResponse Time (total)71.38s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)8.48sResponse Time (max)12.71sResponse Time (total)16.96s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)5.20sResponse Time (max)7.65sResponse Time (total)15.60s
General Intelligence
: 4.0 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
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.52sResponse Time (max)8.19sResponse Time (total)11.04s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)18.80sResponse Time (max)18.80sResponse Time (total)18.80s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.06sResponse Time (max)1.06sResponse Time (total)1.06s
A test is fully passed only if every run passed for that test.Wrong answer: 8Did not follow instructions: 1Response Time (avg)495msResponse Time (max)842msResponse Time (total)5.94s…
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
: 2.3 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)436msResponse Time (max)476msResponse Time (total)1.31s
Coding
: 2.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)447msResponse Time (max)454msResponse Time (total)894ms
Combined
: 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
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)411msResponse Time (max)431msResponse Time (total)822ms
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)554msResponse Time (max)683msResponse Time (total)1.66s
General Intelligence
: 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
Instructions following
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)842msResponse Time (max)842msResponse Time (total)842ms
Puzzle Solving
: 1.7 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)414msResponse Time (max)414msResponse Time (total)414ms
Tool Calling
: 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
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
A test is fully passed only if every run passed for that test.Wrong answer: 9Response Time (avg)5.63sResponse Time (max)17.79sResponse Time (total)67.61s…
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
: 2.3 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)3.65sResponse Time (max)9.32sResponse Time (total)10.95s
Coding
: 4.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)771msResponse Time (max)954msResponse Time (total)1.54s
Combined
: 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
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)9.09sResponse Time (max)17.37sResponse Time (total)18.18s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)6.34sResponse Time (max)17.79sResponse Time (total)19.02s
General Intelligence
: 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
Instructions following
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)17.27sResponse Time (max)17.27sResponse Time (total)17.27s
Puzzle Solving
: 2.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)646msResponse Time (max)646msResponse Time (total)646ms
Tool Calling
: 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
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
A test is fully passed only if every run passed for that test.Wrong answer: 8API error: 1Response Time (avg)4.58sResponse Time (max)13.35sResponse Time (total)55.01s…
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
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.69sResponse Time (max)4.83sResponse Time (total)11.08s
Coding
: 2.7 A test is fully passed only if every run passed for that test.API error: 1Wrong answer: 1Response Time (avg)12.73sResponse Time (max)13.35sResponse Time (total)25.46s
Combined
: 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
Data parsing and extraction
: 7.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.10sResponse Time (max)6.24sResponse Time (total)8.21s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.54sResponse Time (max)1.84sResponse Time (total)4.63s
General Intelligence
: 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
Instructions following
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.26sResponse Time (max)4.26sResponse Time (total)4.26s
Puzzle Solving
: 1.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.37sResponse Time (max)1.37sResponse Time (total)1.37s
Tool Calling
: 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
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
Global benchmark trends
See how current models trade score for cost, speed, output length, and category strength.