6.8Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.8Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
8.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
Rank
#63
#41
#37
#46
Reliability
8.4First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.โฆ
10.0First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.โฆ
N/AFirst-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.โฆ
N/AFirst-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.โฆ
Consistency
8.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
7.8Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
8.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
8.3Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
Tests Correct
A test is fully passed only if every run passed for that test.Wrong answer: 4Did not follow instructions: 3Response Time (avg)60.02sResponse Time (max)358.35sResponse Time (total)1080.31sA test is fully passed only if every run passed for that test.โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 4Did not follow instructions: 3Response Time (avg)45.41sResponse Time (max)218.13sResponse Time (total)817.30sA test is fully passed only if every run passed for that test.โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 3Timed out: 2Did not follow instructions: 1Response Time (avg)43.49sResponse Time (max)180.92sResponse Time (total)782.73sA test is fully passed only if every run passed for that test.โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 3Timed out: 2Wrong answer: 2Response Time (avg)45.20sResponse Time (max)215.85sResponse Time (total)768.37sA test is fully passed only if every run passed for that test.โฆ
Attempt pass rate
73.2%Attempt pass rate = passed attempts / total attempts across runs.โฆ
79.6%Attempt pass rate = passed attempts / total attempts across runs.โฆ
79.6%Attempt pass rate = passed attempts / total attempts across runs.โฆ
74.1%Attempt pass rate = passed attempts / total attempts across runs.โฆ
Flaky tests
4Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
5Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
4Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
4Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
Total Runs
54Total Runsโฆ
54Total Runsโฆ
52Total Runsโฆ
54Total Runsโฆ
Cost per result
1.825Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
0.277Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
0.231Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
6.563Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
7.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
75.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)16.53sResponse Time (max)39.91sResponse Time (total)66.11sA test is fully passed only if every run passed for that test.โฆ
8.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
75.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)28.51sResponse Time (max)39.73sResponse Time (total)114.05sA test is fully passed only if every run passed for that test.โฆ
8.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
9.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
75.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)30.72sResponse Time (max)44.23sResponse Time (total)122.88sA test is fully passed only if every run passed for that test.โฆ
7.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
8.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
66.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Wrong answer: 1Response Time (avg)11.59sResponse Time (max)23.94sResponse Time (total)46.37sA test is fully passed only if every run passed for that test.โฆ
2.6Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
50.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)51.77sResponse Time (max)51.77sResponse Time (total)51.77sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)62.48sResponse Time (max)62.48sResponse Time (total)62.48sA test is fully passed only if every run passed for that test.โฆ
4.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
1.6Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
66.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Timed out: 1Response Time (avg)180.92sResponse Time (max)180.92sResponse Time (total)180.92sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)106.96sResponse Time (max)106.96sResponse Time (total)106.96sA test is fully passed only if every run passed for that test.โฆ
6.6Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)64.72sResponse Time (max)64.72sResponse Time (total)64.72sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)76.57sResponse Time (max)76.57sResponse Time (total)76.57sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)93.11sResponse Time (max)93.11sResponse Time (total)93.11sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)40.96sResponse Time (max)40.96sResponse Time (total)40.96sA test is fully passed only if every run passed for that test.โฆ
8.8Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)23.62sResponse Time (max)36.44sResponse Time (total)47.24sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)28.03sResponse Time (max)30.49sResponse Time (total)56.07sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)36.09sResponse Time (max)39.12sResponse Time (total)72.18sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)20.38sResponse Time (max)22.88sResponse Time (total)40.76sA test is fully passed only if every run passed for that test.โฆ
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
6.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
16.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)205.66sResponse Time (max)358.35sResponse Time (total)616.97sA test is fully passed only if every run passed for that test.โฆ
4.1Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
4.4Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
44.5%Attempt pass rate = passed attempts / total attempts across runs.โฆ
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 3Response Time (avg)100.31sResponse Time (max)218.13sResponse Time (total)300.92sA test is fully passed only if every run passed for that test.โฆ
5.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
44.4%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Timed out: 1Wrong answer: 1Response Time (avg)21.78sResponse Time (max)30.66sResponse Time (total)65.35sA test is fully passed only if every run passed for that test.โฆ
5.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
44.4%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Timed out: 2Response Time (avg)202.38sResponse Time (max)215.85sResponse Time (total)404.76sA test is fully passed only if every run passed for that test.โฆ
6.1Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
3.1Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
66.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)25.09sResponse Time (max)25.09sResponse Time (total)25.09sA test is fully passed only if every run passed for that test.โฆ
6.1Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
3.1Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
66.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)25.15sResponse Time (max)25.15sResponse Time (total)25.15sA test is fully passed only if every run passed for that test.โฆ
5.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
2.5Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
66.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)31.30sResponse Time (max)31.30sResponse Time (total)31.30sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)17.83sResponse Time (max)17.83sResponse Time (total)17.83sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)41.16sResponse Time (max)43.56sResponse Time (total)82.32sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)15.36sResponse Time (max)19.53sResponse Time (total)30.73sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)35.78sResponse Time (max)47.30sResponse Time (total)71.56sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)12.53sResponse Time (max)19.15sResponse Time (total)25.06sA test is fully passed only if every run passed for that test.โฆ
6.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
83.3%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)34.92sResponse Time (max)76.46sResponse Time (total)104.76sA test is fully passed only if every run passed for that test.โฆ
6.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
4.5Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
77.8%Attempt pass rate = passed attempts / total attempts across runs.โฆ
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 2Response Time (avg)25.53sResponse Time (max)32.37sResponse Time (total)76.60sA test is fully passed only if every run passed for that test.โฆ
8.2Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
88.9%Attempt pass rate = passed attempts / total attempts across runs.โฆ
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)36.87sResponse Time (max)59.22sResponse Time (total)110.62sA test is fully passed only if every run passed for that test.โฆ
5.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
5.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
44.5%Attempt pass rate = passed attempts / total attempts across runs.โฆ
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.Did not follow instructions: 2Wrong answer: 1Response Time (avg)25.59sResponse Time (max)56.89sResponse Time (total)76.76sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)21.33sResponse Time (max)21.33sResponse Time (total)21.33sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)74.73sResponse Time (max)74.73sResponse Time (total)74.73sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)34.81sResponse Time (max)34.81sResponse Time (total)34.81sA test is fully passed only if every run passed for that test.โฆ
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
100.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)8.92sResponse Time (max)8.92sResponse Time (total)8.92sA test is fully passed only if every run passed for that test.โฆ