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
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)942msResponse Time (max)1.09sResponse Time (total)3.77s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.00sResponse Time (max)1.14sResponse Time (total)3.01s
Combined
: 2.9 A test is fully passed only if every run passed for that test.Invalid tool call: 1No answer: 1Response Time (avg)7.02sResponse Time (max)10.07sResponse Time (total)14.05s
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)1.13sResponse Time (max)1.27sResponse Time (total)2.26s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)843msResponse Time (max)923msResponse Time (total)2.53s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.03sResponse Time (max)1.03sResponse Time (total)1.03s
Puzzle Solving
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.23sResponse Time (max)2.02sResponse Time (total)3.70s
Tool Calling
: 9.6 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.10sResponse Time (max)3.10sResponse Time (total)3.10s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)787msResponse Time (max)787msResponse Time (total)787ms
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.21sResponse Time (max)2.87sResponse Time (total)8.84s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)4.61sResponse Time (max)5.18sResponse Time (total)13.83s
Combined
: 2.8 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)13.71sResponse Time (max)19.44sResponse Time (total)27.43s
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)2.14sResponse Time (max)2.49sResponse Time (total)4.28s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)11.24sResponse Time (max)18.06sResponse Time (total)33.71s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.25sResponse Time (max)2.25sResponse Time (total)2.25s
Puzzle Solving
: 7.6 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.59sResponse Time (max)4.55sResponse Time (total)10.77s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.43sResponse Time (max)4.43sResponse Time (total)4.43s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.86sResponse Time (max)4.86sResponse Time (total)4.86s
A test is fully passed only if every run passed for that test.Wrong answer: 9Did not follow instructions: 1Response Time (avg)2.17sResponse Time (max)12.81sResponse Time (total)47.66s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.27sResponse Time (max)2.37sResponse Time (total)5.09s
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)2.12sResponse Time (total)4.16s
Combined
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)8.37sResponse Time (max)12.81sResponse Time (total)16.74s
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)1.53sResponse Time (max)1.63sResponse Time (total)3.05s
Domain specific
: 5.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.44sResponse Time (max)1.70sResponse Time (total)4.31s
General Intelligence
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.52sResponse Time (max)1.52sResponse Time (total)1.52s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.49sResponse Time (max)2.05sResponse Time (total)4.47s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.70sResponse Time (max)3.70sResponse Time (total)3.70s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.95sResponse Time (max)1.95sResponse Time (total)1.95s
A test is fully passed only if every run passed for that test.Wrong answer: 9Response Time (avg)7.43sResponse Time (max)29.85sResponse Time (total)163.54s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.52sResponse Time (max)3.90sResponse Time (total)10.08s
Coding
: 5.4 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)10.38sResponse Time (max)17.15sResponse Time (total)31.15s
Combined
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)14.59sResponse Time (max)19.65sResponse Time (total)29.17s
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)1.95sResponse Time (max)2.42sResponse Time (total)3.89s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)18.45sResponse Time (max)29.85sResponse Time (total)55.36s
General Intelligence
: 5.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.34sResponse Time (max)4.34sResponse Time (total)4.34s
Instructions following
: 9.9 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.38sResponse Time (max)3.43sResponse Time (total)4.77s
Puzzle Solving
: 7.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.04sResponse Time (max)6.14sResponse Time (total)12.12s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)6.02sResponse Time (max)6.02sResponse Time (total)6.02s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.64sResponse Time (max)6.64sResponse Time (total)6.64s
A test is fully passed only if every run passed for that test.Wrong answer: 8Invalid tool call: 1Response Time (avg)5.45sResponse Time (max)19.85sResponse Time (total)119.83s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.36sResponse Time (max)3.09sResponse Time (total)9.46s
Coding
: 6.6 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)9.56sResponse Time (max)19.85sResponse Time (total)28.67s
Combined
: 8.7 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)9.68sResponse Time (max)14.29sResponse Time (total)19.36s
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)919msResponse Time (max)931msResponse Time (total)1.84s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)9.34sResponse Time (max)11.03sResponse Time (total)28.02s
General Intelligence
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.52sResponse Time (max)3.52sResponse Time (total)3.52s
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)1.80sResponse Time (total)2.96s
Puzzle Solving
: 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)8.85sResponse Time (total)13.37s
Tool Calling
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.69sResponse Time (max)6.69sResponse Time (total)6.69s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.95sResponse Time (max)5.95sResponse Time (total)5.95s
A test is fully passed only if every run passed for that test.Wrong answer: 8Response Time (avg)16.49sResponse Time (max)111.09sResponse Time (total)362.78s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.99sResponse Time (max)4.94sResponse Time (total)11.95s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)15.63sResponse Time (max)32.41sResponse Time (total)46.88s
Combined
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)19.05sResponse Time (max)24.81sResponse Time (total)38.10s
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)2.18sResponse Time (max)2.64sResponse Time (total)4.36s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)62.87sResponse Time (max)111.09sResponse Time (total)188.61s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.65sResponse Time (max)3.65sResponse Time (total)3.65s
Instructions following
: 9.9 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.79sResponse Time (max)1.96sResponse Time (total)3.58s
Puzzle Solving
: 7.6 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)14.55sResponse Time (max)38.14sResponse Time (total)43.66s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.98sResponse Time (max)4.98sResponse Time (total)4.98s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)17.00sResponse Time (max)17.00sResponse Time (total)17.00s
A test is fully passed only if every run passed for that test.Wrong answer: 8Response Time (avg)6.85sResponse Time (max)41.68sResponse Time (total)150.65s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.22sResponse Time (max)3.03sResponse Time (total)8.87s
Coding
: 6.1 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)7.19sResponse Time (max)9.73sResponse Time (total)21.57s
Combined
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.10sResponse Time (max)15.93sResponse Time (total)22.19s
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)872msResponse Time (max)920msResponse Time (total)1.74s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)21.52sResponse Time (max)41.68sResponse Time (total)64.57s
General Intelligence
: 5.5 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
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.43sResponse Time (max)1.84sResponse Time (total)2.87s
Puzzle Solving
: 8.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.78sResponse Time (max)6.96sResponse Time (total)11.33s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.09sResponse Time (max)5.09sResponse Time (total)5.09s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)10.05sResponse Time (max)10.05sResponse Time (total)10.05s
A test is fully passed only if every run passed for that test.Wrong answer: 7Invalid tool call: 1Response Time (avg)11.22sResponse Time (max)91.49sResponse Time (total)246.77s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.54sResponse Time (max)3.19sResponse Time (total)10.15s
Coding
: 7.6 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)9.14sResponse Time (max)15.19sResponse Time (total)27.43s
Combined
: 8.7 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)13.72sResponse Time (max)20.49sResponse Time (total)27.43s
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)938msResponse Time (max)1.01sResponse Time (total)1.88s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)42.65sResponse Time (max)91.49sResponse Time (total)127.94s
General Intelligence
: 5.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.03sResponse Time (max)3.03sResponse Time (total)3.03s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.14sResponse Time (max)2.48sResponse Time (total)4.28s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.45sResponse Time (max)10.40sResponse Time (total)16.36s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.97sResponse Time (max)4.97sResponse Time (total)4.97s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)23.30sResponse Time (max)23.30sResponse Time (total)23.30s
A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)11.48sResponse Time (max)54.79sResponse Time (total)252.62s…
Anti-AI Tricks
: 8.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.39sResponse Time (max)4.12sResponse Time (total)13.56s
Coding
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)12.52sResponse Time (max)21.67sResponse Time (total)37.56s
Combined
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)24.99sResponse Time (max)36.30sResponse Time (total)49.98s
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)1.16sResponse Time (max)1.21sResponse Time (total)2.32s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)37.67sResponse Time (max)54.79sResponse Time (total)113.00s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.40sResponse Time (max)4.40sResponse Time (total)4.40s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.73sResponse Time (max)3.42sResponse Time (total)5.46s
Puzzle Solving
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.10sResponse Time (max)4.40sResponse Time (total)12.30s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)7.08sResponse Time (max)7.08sResponse Time (total)7.08s
Trivia
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.97sResponse Time (max)6.97sResponse Time (total)6.97s
A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)12.63sResponse Time (max)79.40sResponse Time (total)277.88s…
Anti-AI Tricks
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.81sResponse Time (max)3.59sResponse Time (total)11.23s
Coding
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)9.40sResponse Time (max)15.54sResponse Time (total)28.20s
Combined
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)17.65sResponse Time (max)23.17sResponse Time (total)35.30s
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)1.38sResponse Time (max)1.42sResponse Time (total)2.77s
Domain specific
: 5.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)57.24sResponse Time (max)79.40sResponse Time (total)171.72s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.48sResponse Time (max)3.48sResponse Time (total)3.48s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.50sResponse Time (max)2.80sResponse Time (total)5.01s
Puzzle Solving
: 8.2 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.98sResponse Time (max)3.34sResponse Time (total)8.93s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)6.30sResponse Time (max)6.30sResponse Time (total)6.30s
Trivia
: 4.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.94sResponse Time (max)4.94sResponse Time (total)4.94s
A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)9.04sResponse Time (max)53.91sResponse Time (total)198.97s…
Anti-AI Tricks
: 8.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.60sResponse Time (max)3.46sResponse Time (total)10.42s
Coding
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)11.25sResponse Time (max)22.67sResponse Time (total)33.75s
Combined
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)14.58sResponse Time (max)19.29sResponse Time (total)29.16s
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)1.82sResponse Time (max)2.12sResponse Time (total)3.64s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)30.95sResponse Time (max)53.91sResponse Time (total)92.86s
General Intelligence
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.07sResponse Time (max)3.07sResponse Time (total)3.07s
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.27sResponse Time (max)3.37sResponse Time (total)4.54s
Puzzle Solving
: 8.2 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.44sResponse Time (max)3.98sResponse Time (total)10.31s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)7.56sResponse Time (max)7.56sResponse Time (total)7.56s
Trivia
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.67sResponse Time (max)3.67sResponse Time (total)3.67s
Global benchmark trends
See how current models trade score for cost, speed, output length, and category strength.