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
: 4.7 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)52.36sResponse Time (max)52.36sResponse Time (total)52.36s
Anti-AI Tricks
: 6.0 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)129.60sResponse Time (max)237.97sResponse Time (total)518.41s
Coding
: 5.2 A test is fully passed only if every run passed for that test.Wrong answer: 2API error: 1Response Time (avg)219.15sResponse Time (max)259.22sResponse Time (total)657.45s
Combined
: 2.9 A test is fully passed only if every run passed for that test.API error: 2Response Time (avg)139.43sResponse Time (max)171.85sResponse Time (total)278.85s
Data parsing and extraction
: 8.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)88.53sResponse Time (max)120.56sResponse Time (total)177.06s
Domain specific
: 4.5 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)470.24sResponse Time (max)547.52sResponse Time (total)1410.71s
General Intelligence
: 7.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)110.43sResponse Time (max)110.43sResponse Time (total)110.43s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)77.72sResponse Time (max)91.04sResponse Time (total)155.43s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)93.67sResponse Time (max)93.67sResponse Time (total)93.67s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)597.45sResponse Time (max)597.45sResponse Time (total)597.45s
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)105.20sResponse Time (max)105.20sResponse Time (total)105.20s
Anti-AI Tricks
: 8.4 A test is fully passed only if every run passed for that test.Extra formatting: 1Response Time (avg)64.79sResponse Time (max)230.24sResponse Time (total)259.15s
Coding
: 4.5 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)320.43sResponse Time (max)357.05sResponse Time (total)961.28s
Combined
: 2.9 A test is fully passed only if every run passed for that test.Extra formatting: 1Invalid tool call: 1Response Time (avg)554.89sResponse Time (max)786.72sResponse Time (total)1109.78s
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)24.06sResponse Time (max)26.90sResponse Time (total)48.13s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Timed out: 1Response Time (avg)107.19sResponse Time (max)195.94sResponse Time (total)321.57s
General Intelligence
: 5.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)25.08sResponse Time (max)25.08sResponse Time (total)25.08s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)15.43sResponse Time (max)28.25sResponse Time (total)30.85s
Puzzle Solving
: 3.3 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)19.70sResponse Time (max)36.03sResponse Time (total)59.10s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.93sResponse Time (max)3.93sResponse Time (total)3.93s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)305.02sResponse Time (max)305.02sResponse Time (total)305.02s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)47.42sResponse Time (max)47.42sResponse Time (total)47.42s
Anti-AI Tricks
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)828msResponse Time (max)1.95sResponse Time (total)3.31s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.19sResponse Time (max)1.97sResponse Time (total)3.56s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)24.10sResponse Time (max)44.76sResponse Time (total)48.21s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.14sResponse Time (max)1.18sResponse Time (total)2.27s
Domain specific
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)552msResponse Time (max)675msResponse Time (total)1.66s
General Intelligence
: 4.2 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.31sResponse Time (max)1.31sResponse Time (total)1.31s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)582msResponse Time (max)633msResponse Time (total)1.16s
Tool Calling
: 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)2.75sResponse Time (total)2.75s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)703msResponse Time (max)703msResponse Time (total)703ms
A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)3.02sResponse Time (max)18.27sResponse Time (total)57.44s…
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
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.12sResponse Time (max)3.75sResponse Time (total)8.50s
Coding
: 3.3 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.84sResponse Time (max)2.84sResponse Time (total)2.84s
Combined
: 4.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)18.27sResponse Time (max)18.27sResponse Time (total)18.27s
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)2.15sResponse Time (max)2.33sResponse Time (total)4.29s
Domain specific
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.19sResponse Time (max)1.40sResponse Time (total)3.58s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.47sResponse Time (max)3.47sResponse Time (total)3.47s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.46sResponse Time (max)1.68sResponse Time (total)2.91s
Puzzle Solving
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.46sResponse Time (max)3.72sResponse Time (total)7.38s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.74sResponse Time (max)4.74sResponse Time (total)4.74s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.46sResponse Time (max)1.46sResponse Time (total)1.46s
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
: 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
: 6.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)63.38sResponse Time (max)95.88sResponse Time (total)190.15s
Combined
: 3.4 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)15.06sResponse Time (max)15.06sResponse Time (total)15.06s
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)9.60sResponse Time (max)9.92sResponse Time (total)19.19s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)38.15sResponse Time (max)67.08sResponse Time (total)114.45s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.09sResponse Time (max)11.09sResponse Time (total)11.09s
Instructions following
: 9.9 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.74sResponse Time (max)5.23sResponse Time (total)7.47s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)10.24sResponse Time (max)16.95sResponse Time (total)30.72s
Tool Calling
: 7.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)12.53sResponse Time (max)12.53sResponse Time (total)12.53s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)40.96sResponse Time (max)40.96sResponse Time (total)40.96s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)75.76sResponse Time (max)75.76sResponse Time (total)75.76s
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.28sResponse Time (max)2.09sResponse Time (total)5.13s
Coding
: 3.7 A test is fully passed only if every run passed for that test.Wrong answer: 2Timed out: 1Response Time (avg)4.16sResponse Time (max)7.07sResponse Time (total)12.48s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)37.23sResponse Time (max)43.93sResponse Time (total)74.46s
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)1.70sResponse Time (max)2.21sResponse Time (total)3.41s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.10sResponse Time (max)4.23sResponse Time (total)6.31s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)690msResponse Time (max)878msResponse Time (total)1.38s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)57.10sResponse Time (max)57.10sResponse Time (total)57.10s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)778msResponse Time (max)778msResponse Time (total)778ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)1.81sResponse Time (max)1.81sResponse Time (total)1.81s
Anti-AI Tricks
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)582msResponse Time (max)844msResponse Time (total)2.33s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)736msResponse Time (max)1.16sResponse Time (total)2.21s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)61.19sResponse Time (max)118.00sResponse Time (total)122.38s
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)652msResponse Time (max)660msResponse Time (total)1.30s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)449msResponse Time (max)642msResponse Time (total)1.35s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)615msResponse Time (max)615msResponse Time (total)615ms
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)590msResponse Time (max)622msResponse Time (total)1.18s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)604msResponse Time (max)700msResponse Time (total)1.81s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.91sResponse Time (max)1.91sResponse Time (total)1.91s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.15sResponse Time (max)1.15sResponse Time (total)1.15s
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)68.68sResponse Time (max)68.68sResponse Time (total)68.68s
Combined
: 2.9 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)25.41sResponse Time (max)45.68sResponse Time (total)50.82s
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)12.27sResponse Time (max)22.34sResponse Time (total)24.55s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.41sResponse Time (max)1.41sResponse Time (total)1.41s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.31sResponse Time (max)5.80sResponse Time (total)9.92s
Tool Calling
: 4.7 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)4.66sResponse Time (max)4.66sResponse Time (total)4.66s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)90.95sResponse Time (max)90.95sResponse Time (total)90.95s
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
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)138.25sResponse Time (max)138.25sResponse Time (total)138.25s
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)7.85sResponse Time (max)22.30sResponse Time (total)31.40s
Coding
: 3.1 A test is fully passed only if every run passed for that test.API error: 3Response Time (avg)147.32sResponse Time (max)232.25sResponse Time (total)294.64s
Combined
: 6.4 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)259.89sResponse Time (max)431.98sResponse Time (total)519.77s
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)18.16sResponse Time (max)20.65sResponse Time (total)36.33s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Timed out: 1Response Time (avg)19.35sResponse Time (max)21.56sResponse Time (total)38.71s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)39.75sResponse Time (max)39.75sResponse Time (total)39.75s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)55.32sResponse Time (max)55.32sResponse Time (total)55.32s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)71.09sResponse Time (max)71.09sResponse Time (total)71.09s
Anti-AI Tricks
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.08sResponse Time (max)7.12sResponse Time (total)12.30s
Coding
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)4.33sResponse Time (max)7.87sResponse Time (total)13.00s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Timed out: 1Wrong answer: 1Response Time (avg)451.91sResponse Time (max)872.07sResponse Time (total)903.82s
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)8.19sResponse Time (total)8.97s
Domain specific
: 5.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)5.20sResponse Time (max)10.63sResponse Time (total)15.61s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.08sResponse Time (max)7.25sResponse Time (total)8.16s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)33.97sResponse Time (max)33.97sResponse Time (total)33.97s
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
: 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
A test is fully passed only if every run passed for that test.Wrong answer: 13Response Time (avg)8.74sResponse Time (max)74.80sResponse Time (total)131.17s…
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)74.80sResponse Time (max)74.80sResponse Time (total)74.80s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.37sResponse Time (max)3.39sResponse Time (total)4.75s
Coding
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)5.12sResponse Time (max)8.84sResponse Time (total)15.36s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.98sResponse Time (max)4.98sResponse Time (total)4.98s
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)5.78sResponse Time (max)5.78sResponse Time (total)5.78s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.24sResponse Time (max)2.24sResponse Time (total)2.24s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.27sResponse Time (max)3.27sResponse Time (total)3.27s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.48sResponse Time (max)1.48sResponse Time (total)1.48s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.91sResponse Time (max)2.08sResponse Time (total)3.82s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.07sResponse Time (max)11.07sResponse Time (total)11.07s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.62sResponse Time (max)3.62sResponse Time (total)3.62s
Agentic
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)131.68sResponse Time (max)131.68sResponse Time (total)131.68s
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)9.50sResponse Time (max)30.90sResponse Time (total)37.99s
Coding
: 2.7 A test is fully passed only if every run passed for that test.No answer: 2Did not follow instructions: 1Response Time (avg)378.21sResponse Time (max)436.56sResponse Time (total)1134.63s
Combined
: 7.3 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)40.89sResponse Time (max)70.80sResponse Time (total)81.77s
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)3.34sResponse Time (max)3.65sResponse Time (total)6.67s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.No answer: 3Response Time (avg)304.35sResponse Time (max)386.66sResponse Time (total)913.04s
General Intelligence
: 3.5 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)162.27sResponse Time (max)162.27sResponse Time (total)162.27s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)6.78sResponse Time (max)7.96sResponse Time (total)13.55s
Puzzle Solving
: 7.6 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)94.98sResponse Time (max)275.67sResponse Time (total)284.94s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.77sResponse Time (max)3.77sResponse Time (total)3.77s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)409.77sResponse Time (max)409.77sResponse Time (total)409.77s
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)69.17sResponse Time (max)69.17sResponse Time (total)69.17s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.38sResponse Time (max)2.37sResponse Time (total)5.53s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.61sResponse Time (max)6.18sResponse Time (total)7.83s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)35.11sResponse Time (max)64.67sResponse Time (total)70.22s
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)1.85sResponse Time (max)2.02sResponse Time (total)3.70s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)4.65sResponse Time (max)11.59sResponse Time (total)13.95s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.40sResponse Time (max)1.40sResponse Time (total)1.40s
Instructions following
: 6.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.67sResponse Time (max)2.12sResponse Time (total)3.34s
Puzzle Solving
: 5.4 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.33sResponse Time (max)2.91sResponse Time (total)6.98s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.83sResponse Time (max)3.83sResponse Time (total)3.83s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.29sResponse Time (max)1.29sResponse Time (total)1.29s
A test is fully passed only if every run passed for that test.Wrong answer: 15Did not follow instructions: 1Response Time (avg)3.89sResponse Time (max)43.73sResponse Time (total)89.48s…
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)43.73sResponse Time (max)43.73sResponse Time (total)43.73s
Anti-AI Tricks
: 3.2 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.21sResponse Time (max)2.58sResponse Time (total)4.85s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.62sResponse Time (max)2.95sResponse Time (total)4.85s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)9.26sResponse Time (max)15.63sResponse Time (total)18.52s
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)1.04sResponse Time (max)1.06sResponse Time (total)2.08s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.15sResponse Time (max)1.54sResponse Time (total)3.46s
General Intelligence
: 4.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.78sResponse Time (max)1.78sResponse Time (total)1.78s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.07sResponse Time (max)1.17sResponse Time (total)2.15s
Tool Calling
: 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)2.75sResponse Time (total)2.75s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)990msResponse Time (max)990msResponse Time (total)990ms
A test is fully passed only if every run passed for that test.Wrong answer: 13Did not follow instructions: 2Response Time (avg)30.63sResponse Time (max)340.88sResponse Time (total)704.47s…
Agentic
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)89.00sResponse Time (max)89.00sResponse Time (total)89.00s
Anti-AI Tricks
: 6.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.75sResponse Time (max)5.29sResponse Time (total)11.01s
Coding
: 5.6 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)6.60sResponse Time (max)7.40sResponse Time (total)19.80s
Combined
: 3.8 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)12.17sResponse Time (max)19.21sResponse Time (total)24.34s
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)1.35sResponse Time (max)1.51sResponse Time (total)2.71s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)65.69sResponse Time (max)97.76sResponse Time (total)197.08s
General Intelligence
: 4.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.78sResponse Time (max)2.78sResponse Time (total)2.78s
Puzzle Solving
: 7.9 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)3.51sResponse Time (max)6.84sResponse Time (total)10.53s
Tool Calling
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.48sResponse Time (max)3.48sResponse Time (total)3.48s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)340.88sResponse Time (max)340.88sResponse Time (total)340.88s
Agentic
: 3.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)44.73sResponse Time (max)44.73sResponse Time (total)44.73s
Anti-AI Tricks
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.85sResponse Time (max)4.45sResponse Time (total)7.40s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)11.19sResponse Time (max)26.13sResponse Time (total)33.58s
Combined
: 3.8 A test is fully passed only if every run passed for that test.API error: 1Wrong answer: 1Response Time (avg)29.95sResponse Time (max)29.95sResponse Time (total)29.95s
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)2.25sResponse Time (max)3.02sResponse Time (total)4.51s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.65sResponse Time (max)4.68sResponse Time (total)10.96s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.09sResponse Time (max)2.09sResponse Time (total)2.09s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.84sResponse Time (max)4.45sResponse Time (total)5.68s
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)1.25sResponse Time (max)1.25sResponse Time (total)1.25s
Agentic
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)140.48sResponse Time (max)140.48sResponse Time (total)140.48s
Anti-AI Tricks
: 8.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)7.76sResponse Time (max)12.44sResponse Time (total)31.04s
Combined
: 9.9 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)60.81sResponse Time (max)73.47sResponse Time (total)121.61s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)47.54sResponse Time (max)69.87sResponse Time (total)142.62s
General Intelligence
: 3.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)26.20sResponse Time (max)26.20sResponse Time (total)26.20s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)13.97sResponse Time (max)13.97sResponse Time (total)13.97s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)15.46sResponse Time (max)15.46sResponse Time (total)15.46s
A test is fully passed only if every run passed for that test.Wrong answer: 12No answer: 1Response Time (avg)9.65sResponse Time (max)71.45sResponse Time (total)221.91s…
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)71.45sResponse Time (max)71.45sResponse Time (total)71.45s
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)4.04sResponse Time (max)10.18sResponse Time (total)16.17s
Coding
: 4.5 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)2.35sResponse Time (max)4.27sResponse Time (total)7.05s
Combined
: 3.8 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)41.25sResponse Time (max)55.92sResponse Time (total)82.51s
Data parsing and extraction
: 7.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.63sResponse Time (max)3.40sResponse Time (total)5.26s
Domain specific
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.36sResponse Time (max)1.63sResponse Time (total)4.07s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.44sResponse Time (max)2.44sResponse Time (total)2.44s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.82sResponse Time (max)1.89sResponse Time (total)3.64s
Puzzle Solving
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.31sResponse Time (max)4.48sResponse Time (total)6.93s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)20.28sResponse Time (max)20.28sResponse Time (total)20.28s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.12sResponse Time (max)2.12sResponse Time (total)2.12s
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
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
Global benchmark trends
See how current models trade score for cost, speed, output length, and category strength.