8.1Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
Rank
#20
#25
#27
Reliability
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
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
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
Consistency
8.8Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
8.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
8.5Consistency 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: 4Timed out: 2Response Time (avg)67.90sResponse Time (max)266.69sResponse Time (total)882.70sA 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: 5Did not follow instructions: 2Response Time (avg)22.31sResponse Time (max)100.41sResponse Time (total)446.15sA test is fully passed only if every run passed for that test.โฆ
Attempt pass rate
76.7%Attempt pass rate = passed attempts / total attempts across runs.โฆ
73.3%Attempt pass rate = passed attempts / total attempts across runs.โฆ
75.0%Attempt pass rate = passed attempts / total attempts across runs.โฆ
Flaky tests
3Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
3Flaky 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
60Total Runsโฆ
60Total Runsโฆ
60Total Runsโฆ
Cost per result
2.259Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
4.664Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
8.767Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
8.2Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.9Consistency 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.Wrong answer: 1Response Time (avg)45.78sResponse Time (max)81.20sResponse Time (total)91.57sA test is fully passed only if every run passed for that test.โฆ
8.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
91.7%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.Extra formatting: 1Response Time (avg)19.75sResponse Time (max)49.95sResponse Time (total)79.01sA 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)4.11sResponse Time (max)6.42sResponse Time (total)16.42sA test is fully passed only if every run passed for that test.โฆ
7.6Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
6.7Consistency 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.Wrong answer: 1Response Time (avg)193.80sResponse Time (max)266.69sResponse Time (total)387.60sA 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
9.8Consistency 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
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)123.86sResponse Time (max)177.36sResponse Time (total)247.71sA 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
6.7Consistency 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.Wrong answer: 1Response Time (avg)54.98sResponse Time (max)96.94sResponse Time (total)109.96sA 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)46.85sResponse Time (max)46.85sResponse Time (total)46.85sA 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)163.96sResponse Time (max)163.96sResponse Time (total)163.96sA 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)20.57sResponse Time (max)20.57sResponse Time (total)20.57sA 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)46.91sResponse Time (max)46.91sResponse Time (total)46.91sA 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)30.26sResponse Time (max)32.03sResponse Time (total)60.52sA 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)5.32sResponse Time (max)5.40sResponse Time (total)10.64sA 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
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
33.3%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.Timed out: 1Wrong answer: 1Response Time (avg)17.50sResponse Time (max)17.50sResponse Time (total)17.50sA 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
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
33.3%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.Timed out: 1Wrong answer: 1Response Time (avg)79.53sResponse Time (max)95.52sResponse Time (total)238.59sA 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.Wrong answer: 2Response Time (avg)74.27sResponse Time (max)100.41sResponse Time (total)222.80sA 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)79.86sResponse Time (max)79.86sResponse Time (total)79.86sA 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)101.41sResponse Time (max)101.41sResponse Time (total)101.41sA 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
3.1Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
33.3%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)4.92sResponse Time (max)4.92sResponse Time (total)4.92sA 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)31.93sResponse Time (max)31.93sResponse Time (total)31.93sA 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)19.66sResponse Time (max)32.25sResponse Time (total)39.32sA 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)3.11sResponse Time (max)3.68sResponse Time (total)6.22sA 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)34.57sResponse Time (max)49.12sResponse Time (total)69.13sA 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
7.7Consistency 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
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)64.61sResponse Time (max)123.57sResponse Time (total)193.84sA 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.Did not follow instructions: 1Response Time (avg)9.13sResponse Time (max)18.14sResponse Time (total)27.39sA 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)7.54sResponse Time (max)7.54sResponse Time (total)7.54sA 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)7.45sResponse Time (max)7.45sResponse Time (total)7.45sA 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)13.28sResponse Time (max)13.28sResponse Time (total)13.28sA 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
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
0.0%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)103.81sResponse Time (max)103.81sResponse Time (total)103.81sA 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
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
0.0%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)85.11sResponse Time (max)85.11sResponse Time (total)85.11sA 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
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
0.0%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)13.95sResponse Time (max)13.95sResponse Time (total)13.95sA test is fully passed only if every run passed for that test.โฆ