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
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)48.59sResponse Time (max)48.59sResponse Time (total)48.59s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)967msResponse Time (max)1.47sResponse Time (total)2.90s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)6.23sResponse Time (max)9.27sResponse Time (total)12.46s
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)1.22sResponse Time (max)1.33sResponse Time (total)2.44s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)811msResponse Time (max)1.12sResponse Time (total)2.43s
Instructions following
: 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)1.14sResponse Time (total)2.27s
Puzzle Solving
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)900msResponse Time (max)962msResponse Time (total)2.70s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.39sResponse Time (max)3.39sResponse Time (total)3.39s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)814msResponse Time (max)814msResponse Time (total)814ms
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)43.82sResponse Time (max)43.82sResponse Time (total)43.82s
Anti-AI Tricks
: 7.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.07sResponse Time (max)1.91sResponse Time (total)4.27s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)938msResponse Time (max)1.59sResponse Time (total)2.81s
Combined
: 3.0 A test is fully passed only if every run passed for that test.No answer: 1Wrong answer: 1Response Time (avg)9.49sResponse Time (max)16.25sResponse Time (total)18.98s
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)843msResponse Time (max)907msResponse Time (total)1.69s
Domain specific
: 2.9 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)701msResponse Time (max)814msResponse Time (total)2.10s
General Intelligence
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)992msResponse Time (max)992msResponse Time (total)992ms
Instructions following
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)859msResponse Time (max)975msResponse Time (total)1.72s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.97sResponse Time (max)2.97sResponse Time (total)2.97s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)733msResponse Time (max)733msResponse Time (total)733ms
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
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
: 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
A test is fully passed only if every run passed for that test.Wrong answer: 17Did not follow instructions: 1Response Time (avg)3.12sResponse Time (max)45.46sResponse Time (total)71.87s…
Agentic
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)45.46sResponse Time (max)45.46sResponse Time (total)45.46s
Anti-AI Tricks
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)395msResponse Time (max)769msResponse Time (total)1.58s
Coding
: 3.7 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)901msResponse Time (max)1.28sResponse Time (total)2.70s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)7.44sResponse Time (max)13.16sResponse Time (total)14.88s
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)822msResponse Time (max)1.08sResponse Time (total)1.64s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)377msResponse Time (max)418msResponse Time (total)1.13s
General Intelligence
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)729msResponse Time (max)729msResponse Time (total)729ms
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)380msResponse Time (max)380msResponse Time (total)759ms
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.40sResponse Time (max)1.40sResponse Time (total)1.40s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)397msResponse Time (max)397msResponse Time (total)397ms
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
A test is fully passed only if every run passed for that test.Wrong answer: 11Did not follow instructions: 2Response Time (avg)2.99sResponse Time (max)6.51sResponse Time (total)62.74s…
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 4.8 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)3.13sResponse Time (max)5.90sResponse Time (total)12.50s
Coding
: 5.5 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)3.13sResponse Time (max)5.30sResponse Time (total)9.40s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.51sResponse Time (max)6.51sResponse Time (total)6.51s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)3.81sResponse Time (max)5.69sResponse Time (total)7.62s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.09sResponse Time (max)2.39sResponse Time (total)6.26s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.97sResponse Time (max)2.43sResponse Time (total)3.93s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.86sResponse Time (max)4.86sResponse Time (total)4.86s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.23sResponse Time (max)2.23sResponse Time (total)2.23s
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Anti-AI Tricks
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 3API error: 1Response Time (avg)705msResponse Time (max)975msResponse Time (total)2.12s
Coding
: 2.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.93sResponse Time (max)2.93sResponse Time (total)2.93s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)4.32sResponse Time (max)4.32sResponse Time (total)4.32s
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)3.37sResponse Time (max)5.76sResponse Time (total)6.73s
Domain specific
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)5.50sResponse Time (max)15.42sResponse Time (total)16.50s
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
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)683msResponse Time (max)691msResponse Time (total)1.37s
Puzzle Solving
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2API error: 1Response Time (avg)891msResponse Time (max)1.21sResponse Time (total)1.78s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)7.54sResponse Time (max)7.54sResponse Time (total)7.54s
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
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)88msResponse Time (max)88msResponse Time (total)88ms
Anti-AI Tricks
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)2.07sResponse Time (max)4.40sResponse Time (total)8.30s
Coding
: 3.7 A test is fully passed only if every run passed for that test.API error: 2Wrong answer: 1Response Time (avg)14.34sResponse Time (max)14.34sResponse Time (total)14.34s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)8.91sResponse Time (max)8.91sResponse Time (total)8.91s
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)3.26sResponse Time (max)4.66sResponse Time (total)6.52s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)877msResponse Time (max)894msResponse Time (total)2.63s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)6.67sResponse Time (max)6.67sResponse Time (total)6.67s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)777msResponse Time (max)777msResponse Time (total)777ms
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
: 3.2 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.19sResponse Time (max)2.73sResponse Time (total)4.76s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.87sResponse Time (max)2.87sResponse Time (total)2.87s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)564msResponse Time (max)564msResponse Time (total)564ms
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)857msResponse Time (max)955msResponse Time (total)1.71s
Puzzle Solving
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.86sResponse Time (max)2.70sResponse Time (total)3.71s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.28sResponse Time (max)2.28sResponse Time (total)2.28s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.82sResponse Time (max)1.82sResponse Time (total)1.82s
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
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.96sResponse Time (max)5.96sResponse Time (total)5.96s
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)1.76sResponse Time (max)2.60sResponse Time (total)3.51s
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)3.58sResponse Time (total)6.30s
General Intelligence
: 4.1 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.33sResponse Time (max)2.33sResponse Time (total)2.33s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)4.26sResponse Time (max)6.81sResponse Time (total)8.51s
Puzzle Solving
: 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)1.55sResponse Time (total)3.48s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)5.40sResponse Time (max)5.40sResponse Time (total)5.40s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.30sResponse Time (max)1.30sResponse Time (total)1.30s
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
: 3.5 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)1.80sResponse Time (max)2.62sResponse Time (total)7.19s
Coding
: 5.5 A test is fully passed only if every run passed for that test.API error: 1Wrong answer: 1Response Time (avg)2.65sResponse Time (max)3.82sResponse Time (total)5.30s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)6.58sResponse Time (max)6.58sResponse Time (total)6.58s
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)1.39sResponse Time (max)1.42sResponse 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)1.78sResponse Time (max)2.49sResponse Time (total)5.34s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.51sResponse Time (max)2.95sResponse Time (total)5.02s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.39sResponse Time (max)4.39sResponse Time (total)4.39s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.63sResponse Time (max)1.63sResponse Time (total)1.63s
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)24msResponse Time (max)24msResponse Time (total)24ms
Anti-AI Tricks
: 9.2 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)1.81sResponse Time (max)3.73sResponse Time (total)7.25s
Coding
: 4.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)3.70sResponse Time (max)5.82sResponse Time (total)11.10s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Wrong answer: 1Response Time (avg)4.08sResponse Time (max)4.59sResponse Time (total)8.15s
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)1.25sResponse Time (max)1.32sResponse Time (total)2.50s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)852msResponse Time (max)918msResponse Time (total)2.56s
Instructions following
: 9.9 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.89sResponse Time (max)2.18sResponse Time (total)3.78s
Puzzle Solving
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.56sResponse Time (max)2.38sResponse Time (total)4.68s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)2.21sResponse Time (max)2.21sResponse Time (total)2.21s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.00sResponse Time (max)2.00sResponse Time (total)2.00s
A test is fully passed only if every run passed for that test.Wrong answer: 13Did not follow instructions: 3Response Time (avg)1.62sResponse Time (max)5.51sResponse Time (total)19.48s…
Agentic
: 0.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)0msResponse Time (max)0msResponse Time (total)0ms
Coding
: 1.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.79sResponse Time (max)1.79sResponse Time (total)1.79s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.33sResponse Time (max)3.33sResponse Time (total)3.33s
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)943msResponse Time (max)943msResponse Time (total)943ms
Domain specific
: 5.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.06sResponse Time (max)1.06sResponse Time (total)1.06s
Puzzle Solving
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.10sResponse Time (max)1.36sResponse Time (total)2.21s
Tool Calling
: 2.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)5.51sResponse Time (max)5.51sResponse Time (total)5.51s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)731msResponse Time (max)731msResponse Time (total)731ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)31msResponse Time (max)31msResponse Time (total)31ms
Anti-AI Tricks
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)526msResponse Time (max)1.03sResponse Time (total)2.10s
Coding
: 3.6 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)759msResponse Time (max)1.52sResponse Time (total)2.28s
Combined
: 6.5 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)9.33sResponse Time (max)12.35sResponse Time (total)18.66s
Data parsing and extraction
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)782msResponse Time (max)961msResponse Time (total)1.56s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)442msResponse Time (max)517msResponse Time (total)1.33s
General Intelligence
: 5.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)964msResponse Time (max)964msResponse Time (total)964ms
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)767msResponse Time (max)1.02sResponse Time (total)1.53s
Puzzle Solving
: 3.2 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)665msResponse Time (max)734msResponse Time (total)2.00s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)2.31sResponse Time (max)2.31sResponse Time (total)2.31s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)481msResponse Time (max)481msResponse Time (total)481ms
Agentic
: 3.0 A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)60msResponse Time (max)60msResponse Time (total)60ms
Combined
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 2Response Time (avg)9.28sResponse Time (max)16.67sResponse Time (total)18.55s
Data parsing and extraction
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)575msResponse Time (max)583msResponse Time (total)1.15s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)287msResponse Time (max)348msResponse Time (total)860ms
General Intelligence
: 4.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)499msResponse Time (max)499msResponse Time (total)499ms
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)2.17sResponse Time (max)2.17sResponse Time (total)2.17s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)306msResponse Time (max)306msResponse Time (total)306ms
A test is fully passed only if every run passed for that test.Wrong answer: 6Response Time (avg)1.36sResponse Time (max)5.71sResponse Time (total)16.37s…
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
: 5.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)2.38sResponse Time (max)5.71sResponse Time (total)7.13s
Coding
: 4.9 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)544msResponse Time (max)565msResponse Time (total)1.09s
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)710msResponse Time (max)731msResponse Time (total)1.42s
Domain specific
: 5.3 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)1.24sResponse Time (max)2.53sResponse Time (total)3.73s
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)2.30sResponse Time (max)2.30sResponse Time (total)2.30s
Puzzle Solving
: 1.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)708msResponse Time (max)708msResponse Time (total)708ms
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: 4Response Time (avg)1.33sResponse Time (max)1.66sResponse Time (total)9.32s…
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)1.13sResponse Time (max)1.13sResponse Time (total)1.13s
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
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.33sResponse Time (max)1.57sResponse Time (total)2.66s
Domain specific
: 4.4 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.11sResponse Time (max)1.31sResponse Time (total)2.21s
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)1.66sResponse Time (max)1.66sResponse Time (total)1.66s
Puzzle Solving
: 1.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.66sResponse Time (max)1.66sResponse Time (total)1.66s
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
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
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
: 4.2 A test is fully passed only if every run passed for that test.API error: 2Wrong answer: 1Response Time (avg)1.39sResponse Time (max)1.39sResponse Time (total)1.39s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.81sResponse Time (max)3.81sResponse Time (total)3.81s
Data parsing and extraction
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.04sResponse Time (max)1.05sResponse Time (total)2.08s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)927msResponse Time (max)1.17sResponse Time (total)2.78s
Instructions following
: 9.8 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.03sResponse Time (max)1.17sResponse Time (total)2.07s
Tool Calling
: 3.0 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)2.79sResponse Time (max)2.79sResponse Time (total)2.79s
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
: 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: 4Response Time (avg)597msResponse Time (max)866msResponse Time (total)2.39s
Coding
: 1.8 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)1.14sResponse Time (max)1.14sResponse Time (total)1.14s
Combined
: 1.5 A test is fully passed only if every run passed for that test.Invalid tool call: 1Response Time (avg)6.48sResponse Time (max)6.48sResponse Time (total)6.48s
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)601msResponse Time (max)634msResponse Time (total)1.20s
Domain specific
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)611msResponse Time (max)616msResponse Time (total)1.83s
Instructions following
: 6.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)649msResponse Time (max)952msResponse Time (total)1.30s
Puzzle Solving
: 7.7 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)586msResponse Time (max)813msResponse Time (total)1.76s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)4.79sResponse Time (max)4.79sResponse Time (total)4.79s
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: 17Did not follow instructions: 2Response Time (avg)1.18sResponse Time (max)9.00sResponse Time (total)27.14s…
Agentic
: 3.0 A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)9.00sResponse Time (max)9.00sResponse Time (total)9.00s
Anti-AI Tricks
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 4Response Time (avg)483msResponse Time (max)716msResponse Time (total)1.93s
Coding
: 3.4 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)1.03sResponse Time (max)1.43sResponse Time (total)3.10s
Combined
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)2.56sResponse Time (max)4.52sResponse Time (total)5.13s
Data parsing and extraction
: 7.3 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)667msResponse Time (max)819msResponse Time (total)1.33s
Domain specific
: 5.9 A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)500msResponse Time (max)733msResponse Time (total)1.50s
Instructions following
: 6.5 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)551msResponse Time (max)622msResponse Time (total)1.10s
Puzzle Solving
: 3.1 A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)535msResponse Time (max)642msResponse Time (total)1.60s
Tool Calling
: 10.0 A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)1.27sResponse Time (max)1.27sResponse Time (total)1.27s
Trivia
: 3.0 A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)548msResponse Time (max)548msResponse Time (total)548ms
Global benchmark trends
See how current models trade score for cost, speed, output length, and category strength.