Hy3 previewHy3 previewhighArchived model: this model is no longer updated or tested on new tests.Release: 2026-04-22
Grok 4.1 FastGrok 4.1 FastmediumArchived model: this model is no longer updated or tested on new tests.Release: 2025-11-19
Metric
Hy3 previewHy3 previewhighArchived model: this model is no longer updated or tested on new tests.Release: 2026-04-22
Grok 4.1 FastGrok 4.1 FastmediumArchived model: this model is no longer updated or tested on new tests.Release: 2025-11-19
Score
8.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
6.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
Rank
#22
#87
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.…
10.0First-attempt success score: 10.0 means no retryable target API or rate-limit failures before successful calls; tracked failures lower the score.…
Consistency
9.5Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
7.3Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
Tests Correct
A test is fully passed only if every run passed for that test.Wrong answer: 3API error: 1Response Time (avg)56.77sResponse Time (max)149.94sResponse Time (total)851.49sA test is fully passed only if every run passed for that test.…
77.1%Attempt pass rate = passed attempts / total attempts across runs.…
61.4%Attempt pass rate = passed attempts / total attempts across runs.…
Flaky tests
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
6Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
Total Runs
60Total Runs…
57Total Runs…
Cost per result
0.000Shows the average cost per correct benchmark answer in cents (lower is better).…
0.644Shows the average cost per correct benchmark answer in cents (lower is better).…
Total Cost
$0.000Total Cost…
$0.058Total Cost…
Input Price
$0.066 / 1MInput Price…
$0.000 / 1MInput Price…
Output Price
$0.260 / 1MOutput Price…
$0.000 / 1MOutput Price…
Output Tokens
216,503Output Tokens…
2,025Output Tokens…
Reasoning Tokens
0Reasoning Tokens…
96,679Reasoning Tokens…
Response Time (avg)
56.77sResponse Time (avg)…
24.01sResponse Time (avg)…
Response Time (max)
149.94sResponse Time (max)…
121.79sResponse Time (max)…
Response Time (total)
851.49sResponse Time (total)…
288.18sResponse Time (total)…
Top Models by Score
Score vs Total Cost
Response Time (avg)
Score vs Response Time (avg)
Total Output Tokens
Score vs Total Output Tokens
Category Breakdown
Anti-AI Tricks
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
8.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)15.12sResponse Time (max)19.99sResponse Time (total)45.37sA test is fully passed only if every run passed for that test.…
15.12sResponse Time (avg)…
6,839Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
8.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
7.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
91.7%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)3.81sResponse Time (max)5.65sResponse Time (total)7.62sA test is fully passed only if every run passed for that test.…
3.81sResponse Time (avg)…
108Output Tokens…
4,741Reasoning Tokens…
Coding
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)99.76sResponse Time (max)99.76sResponse Time (total)99.76sA test is fully passed only if every run passed for that test.…
99.76sResponse Time (avg)…
38,167Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
2.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
1.1Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
33.3%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)23.58sResponse Time (max)23.58sResponse Time (total)23.58sA test is fully passed only if every run passed for that test.…
23.58sResponse Time (avg)…
821Output Tokens…
6,703Reasoning Tokens…
Combined
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)113.09sResponse Time (max)113.09sResponse Time (total)113.09sA test is fully passed only if every run passed for that test.…
113.09sResponse Time (avg)…
31,319Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)37.64sResponse Time (max)37.64sResponse Time (total)37.64sA test is fully passed only if every run passed for that test.…
37.64sResponse Time (avg)…
261Output Tokens…
12,272Reasoning Tokens…
Data parsing and extraction
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
6.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
50.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.API error: 1Response Time (avg)12.11sResponse Time (max)12.11sResponse Time (total)12.11sA test is fully passed only if every run passed for that test.…
12.11sResponse Time (avg)…
4,323Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)6.63sResponse Time (max)6.63sResponse Time (total)6.63sA test is fully passed only if every run passed for that test.…
6.63sResponse Time (avg)…
180Output Tokens…
5,409Reasoning Tokens…
Domain specific
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
5.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
44.4%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 2Response Time (avg)109.04sResponse Time (max)149.94sResponse Time (total)327.11sA test is fully passed only if every run passed for that test.…
109.04sResponse Time (avg)…
87,559Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
5.8Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
4.4Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
66.7%Attempt pass rate = passed attempts / total attempts across runs.…
2Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Timed out: 1Wrong answer: 1Response Time (avg)121.79sResponse Time (max)121.79sResponse Time (total)121.79sA test is fully passed only if every run passed for that test.…
121.79sResponse Time (avg)…
11Output Tokens…
37,657Reasoning Tokens…
General Intelligence
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
0.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
0.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
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)0msA test is fully passed only if every run passed for that test.…
0msResponse Time (avg)…
0Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
4.2Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
9.9Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)16.25sResponse Time (max)16.25sResponse Time (total)16.25sA test is fully passed only if every run passed for that test.…
16.25sResponse Time (avg)…
127Output Tokens…
3,456Reasoning Tokens…
Instructions following
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
9.9Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)34.02sResponse Time (max)41.83sResponse Time (total)68.04sA test is fully passed only if every run passed for that test.…
34.02sResponse Time (avg)…
13,331Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
6.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
50.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Response Time (avg)5.30sResponse Time (max)5.30sResponse Time (total)5.30sA test is fully passed only if every run passed for that test.…
5.30sResponse Time (avg)…
55Output Tokens…
3,489Reasoning Tokens…
Puzzle Solving
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)29.74sResponse Time (max)45.06sResponse Time (total)59.48sA test is fully passed only if every run passed for that test.…
29.74sResponse Time (avg)…
15,503Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
5.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
7.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
44.4%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Did not follow instructions: 1Wrong answer: 1Response Time (avg)8.08sResponse Time (max)8.38sResponse Time (total)16.17sA test is fully passed only if every run passed for that test.…
8.08sResponse Time (avg)…
187Output Tokens…
6,086Reasoning Tokens…
Tool Calling
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
10.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
100.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No failed answers.Response Time (avg)78.83sResponse Time (max)78.83sResponse Time (total)78.83sA test is fully passed only if every run passed for that test.…
78.83sResponse Time (avg)…
10,370Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
2.8Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
1.6Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
33.3%Attempt pass rate = passed attempts / total attempts across runs.…
1Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.No answer: 1Response Time (avg)27.71sResponse Time (max)27.71sResponse Time (total)27.71sA test is fully passed only if every run passed for that test.…
27.71sResponse Time (avg)…
260Output Tokens…
11,485Reasoning Tokens…
Trivia
Score
Consistency
Attempt pass rate
Flaky tests
Tests Correct
Response Time (avg)
Output Tokens
Reasoning Tokens
Hy3 previewArchived model: this model is no longer updated or tested on new tests.
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)47.71sResponse Time (max)47.71sResponse Time (total)47.71sA test is fully passed only if every run passed for that test.…
47.71sResponse Time (avg)…
9,092Output Tokens…
0Reasoning Tokens…
Grok 4.1 FastArchived model: this model is no longer updated or tested on new tests.
3.0Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.…
10.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).…
0.0%Attempt pass rate = passed attempts / total attempts across runs.…
0Flaky tests had mixed outcomes across runs (at least one pass and one fail).…
A test is fully passed only if every run passed for that test.Wrong answer: 1Response Time (avg)25.52sResponse Time (max)25.52sResponse Time (total)25.52sA test is fully passed only if every run passed for that test.…