Nemotron 3 Super (medium) vs Qwen3.5-122B-A10B (medium) vs Elephant Alpha (medium) vs gpt-oss-120b (medium) benchmark comparisonQwen3.5-122B-A10B (medium) leads on Score with 7.1. Qwen3.5-122B-A10B (medium) leads on Reliability with 10.0. Elephant Alpha (medium) has the lowest Total Cost at $0.000. Elephant Alpha (medium) is fastest at 1.27s.
Recommended modelgpt-oss-120b (medium)It offers the best overall trade-off: a competitive score (6.1), lower cost than the other models in this comparison, and balanced response time.
5.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.1Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
4.3Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
6.1Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
Rank
#133
#69
#187
#115
Reliability
8.7First-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
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
8.9Consistency 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
9.2Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
8.0Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
A test is fully passed only if every run passed for that test.Wrong answer: 5Timed out: 2Invalid tool call: 1Response Time (avg)64.16sResponse Time (max)519.30sResponse Time (total)1411.60sA 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: 9Did not follow instructions: 3Invalid tool call: 1Response Time (avg)21.91sResponse Time (max)68.16sResponse Time (total)328.70sA test is fully passed only if every run passed for that test.โฆ
Attempt pass rate
40.9%Attempt pass rate = passed attempts / total attempts across runs.โฆ
71.2%Attempt pass rate = passed attempts / total attempts across runs.โฆ
28.8%Attempt pass rate = passed attempts / total attempts across runs.โฆ
50.0%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
4Flaky tests had mixed outcomes across runs (at least one pass and one fail).โฆ
1Flaky 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
Total Runs
66Total Runsโฆ
66Total Runsโฆ
63Total Runsโฆ
66Total Runsโฆ
Cost per result
0.004Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
8.509Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
0.000Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
0.221Shows the average cost per correct benchmark answer in cents (lower is better).โฆ
Total Cost
$0.066Total Cost (Current Price)โฆ
$1.046Total Cost (Current Price)โฆ
$0.000Total Cost (Current Price)โฆ
$0.019Total Cost (Current Price)โฆ
Input Price
$0.210 / 1MInput Priceโฆ
$0.260 / 1MInput Priceโฆ
$0.000 / 1MInput Priceโฆ
$0.037 / 1MInput Priceโฆ
Output Price
$0.455 / 1MOutput Priceโฆ
$2.080 / 1MOutput Priceโฆ
$0.000 / 1MOutput Priceโฆ
$0.170 / 1MOutput Priceโฆ
Total Input Tokens
81,429Total Input Tokensโฆ
124,771Total Input Tokensโฆ
33,744Total Input Tokensโฆ
108,747Total Input Tokensโฆ
Output Tokens
18,371Output Tokensโฆ
44,077Output Tokensโฆ
2,596Output Tokensโฆ
29,772Output Tokensโฆ
Reasoning Tokens
98,853Reasoning Tokensโฆ
443,141Reasoning Tokensโฆ
0Reasoning Tokensโฆ
68,044Reasoning Tokensโฆ
Response Time (avg)
51.99sResponse Time (avg)โฆ
64.16sResponse Time (avg)โฆ
1.27sResponse Time (avg)โฆ
21.91sResponse Time (avg)โฆ
Response Time (max)
431.98sResponse Time (max)โฆ
519.30sResponse Time (max)โฆ
3.70sResponse Time (max)โฆ
68.16sResponse Time (max)โฆ
Response Time (total)
1039.89sResponse Time (total)โฆ
1411.60sResponse Time (total)โฆ
22.82sResponse Time (total)โฆ
328.70sResponse Time (total)โฆ
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#133 Nemotron 3 Super
medium
Cost
$0.000
Time
272.6s
Tokens
5,296 tok
#69 Qwen3.5-122B-A10B
medium
Cost
$0.019
Time
48.7s
Tokens
6,034 tok
#187 Elephant Alpha
medium
Elephant Alpha was a stealth model revealed on April 21st as Ling-2.6-flash. Find it here: https://openrouter.ai/inclusionai/ling-2.6-flash:free
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.No answer: 1Response Time (avg)7.85sResponse Time (max)22.30sResponse Time (total)31.40sA 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)9.75sResponse Time (max)18.03sResponse Time (total)39.01sA test is fully passed only if every run passed for that test.โฆ
9.75sResponse Time (avg)โฆ
672Total Input Tokensโฆ
269Output Tokensโฆ
16,835Reasoning Tokensโฆ
Elephant AlphaArchived model: this model is no longer updated or tested on new tests.
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
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: 2Response Time (avg)1.19sResponse Time (max)2.04sResponse Time (total)4.75sA test is fully passed only if every run passed for that test.โฆ
6.7Summarizes 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
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.Did not follow instructions: 1Wrong answer: 1Response Time (avg)10.21sResponse Time (max)19.76sResponse Time (total)20.43sA test is fully passed only if every run passed for that test.โฆ
3.1Summarizes 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.API error: 3Response Time (avg)147.32sResponse Time (max)232.25sResponse Time (total)294.64sA test is fully passed only if every run passed for that test.โฆ
6.0Summarizes 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
55.6%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)114.48sResponse Time (max)168.16sResponse Time (total)343.44sA test is fully passed only if every run passed for that test.โฆ
114.48sResponse Time (avg)โฆ
7,630Total Input Tokensโฆ
8,057Output Tokensโฆ
82,578Reasoning Tokensโฆ
Elephant AlphaArchived model: this model is no longer updated or tested on new tests.
3.7Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
7.8Consistency score reflects run-to-run stability (10 = very consistent, even if consistently wrong).โฆ
11.1%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.API error: 2Wrong answer: 1Response Time (avg)1.30sResponse Time (max)1.30sResponse Time (total)1.30sA test is fully passed only if every run passed for that test.โฆ
5.9Summarizes 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
55.6%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)38.37sResponse Time (max)68.16sResponse Time (total)115.10sA 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
5.8Consistency 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.API error: 1Response Time (avg)259.89sResponse Time (max)431.98sResponse Time (total)519.77sA 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
5.8Consistency 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.Invalid tool call: 1Response Time (avg)313.55sResponse Time (max)519.30sResponse Time (total)627.09sA test is fully passed only if every run passed for that test.โฆ
313.55sResponse Time (avg)โฆ
97,886Total Input Tokensโฆ
18,373Output Tokensโฆ
203,450Reasoning Tokensโฆ
Elephant AlphaArchived model: this model is no longer updated or tested on new tests.
1.5Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
5.0Consistency 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)3.70sResponse Time (max)3.70sResponse Time (total)3.70sA test is fully passed only if every run passed for that test.โฆ
6.5Summarizes 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
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.Invalid tool call: 1Response Time (avg)23.96sResponse Time (max)31.18sResponse Time (total)47.91sA 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)18.16sResponse Time (max)20.65sResponse Time (total)36.33sA 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)23.41sResponse Time (max)29.79sResponse Time (total)46.83sA test is fully passed only if every run passed for that test.โฆ
23.41sResponse Time (avg)โฆ
7,782Total Input Tokensโฆ
270Output Tokensโฆ
16,558Reasoning Tokensโฆ
Elephant AlphaArchived 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.โฆ
10.0Consistency 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
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)979msResponse Time (max)1.02sResponse Time (total)1.96sA 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
5.9Consistency 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)1.98sResponse Time (max)1.98sResponse Time (total)1.98sA test is fully passed only if every run passed for that test.โฆ
2.9Summarizes 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
22.2%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: 2Timed out: 1Response Time (avg)16.19sResponse Time (max)21.56sResponse Time (total)32.39sA test is fully passed only if every run passed for that test.โฆ
2.9Summarizes 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
11.1%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)63.40sResponse Time (max)119.29sResponse Time (total)190.20sA test is fully passed only if every run passed for that test.โฆ
63.40sResponse Time (avg)โฆ
771Total Input Tokensโฆ
15,537Output Tokensโฆ
64,889Reasoning Tokensโฆ
Elephant AlphaArchived 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.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: 3Response Time (avg)925msResponse Time (max)1.16sResponse Time (total)2.77sA test is fully passed only if every run passed for that test.โฆ
2.9Summarizes 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
22.2%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)50.92sResponse Time (max)50.92sResponse Time (total)50.92sA 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
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.Did not follow instructions: 1Response Time (avg)6.91sResponse Time (max)6.91sResponse Time (total)6.91sA test is fully passed only if every run passed for that test.โฆ
3.4Summarizes broad quality across our full private benchmark suite, so ranking reflects consistent performance.โฆ
2.2Consistency 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.Timed out: 1Response Time (avg)34.11sResponse Time (max)34.11sResponse Time (total)34.11sA test is fully passed only if every run passed for that test.โฆ
34.11sResponse Time (avg)โฆ
344Total Input Tokensโฆ
66Output Tokensโฆ
7,592Reasoning Tokensโฆ
Elephant AlphaArchived model: this model is no longer updated or tested on new tests.
4.3Summarizes 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
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.Did not follow instructions: 1Response Time (avg)920msResponse Time (max)920msResponse Time (total)920msA test is fully passed only if every run passed for that test.โฆ
4.3Summarizes 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
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.Did not follow instructions: 1Response Time (avg)7.90sResponse Time (max)7.90sResponse Time (total)7.90sA test is fully passed only if every run passed for that test.โฆ
7.3Summarizes 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
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.Did not follow instructions: 1Response Time (avg)6.97sResponse Time (max)11.23sResponse Time (total)13.95sA 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)9.88sResponse Time (max)15.44sResponse Time (total)19.76sA test is fully passed only if every run passed for that test.โฆ
9.88sResponse Time (avg)โฆ
593Total Input Tokensโฆ
77Output Tokensโฆ
7,372Reasoning Tokensโฆ
Elephant AlphaArchived model: this model is no longer updated or tested on new tests.
9.8Summarizes 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)987msResponse Time (max)1.13sResponse Time (total)1.97sA test is fully passed only if every run passed for that test.โฆ
9.9Summarizes 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)7.63sResponse Time (max)7.63sResponse Time (total)7.63sA 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: 2Did not follow instructions: 1Response Time (avg)3.15sResponse Time (max)4.52sResponse Time (total)9.45sA 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)17.89sResponse Time (max)31.99sResponse Time (total)53.68sA test is fully passed only if every run passed for that test.โฆ
17.89sResponse Time (avg)โฆ
696Total Input Tokensโฆ
284Output Tokensโฆ
27,575Reasoning Tokensโฆ
Elephant AlphaArchived 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.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.Did not follow instructions: 1Wrong answer: 1Response Time (avg)868msResponse Time (max)972msResponse Time (total)2.60sA 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.Did not follow instructions: 1Wrong answer: 1Response Time (avg)21.71sResponse Time (max)32.40sResponse Time (total)43.41sA 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)39.75sResponse Time (max)39.75sResponse Time (total)39.75sA 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)4.60sResponse Time (max)4.60sResponse Time (total)4.60sA test is fully passed only if every run passed for that test.โฆ
4.60sResponse Time (avg)โฆ
8,193Total Input Tokensโฆ
322Output Tokensโฆ
1,226Reasoning Tokensโฆ
Elephant AlphaArchived 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.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.Invalid tool call: 1Response Time (avg)2.83sResponse Time (max)2.83sResponse Time (total)2.83sA test is fully passed only if every run passed for that test.โฆ
9.8Summarizes 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)6.91sResponse Time (max)6.91sResponse Time (total)6.91sA 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)55.32sResponse Time (max)55.32sResponse Time (total)55.32sA 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)52.87sResponse Time (max)52.87sResponse Time (total)52.87sA test is fully passed only if every run passed for that test.โฆ
52.87sResponse Time (avg)โฆ
204Total Input Tokensโฆ
822Output Tokensโฆ
15,066Reasoning Tokensโฆ
Elephant AlphaArchived 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.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.API error: 1Response Time (avg)0msResponse Time (max)0msResponse Time (total)0msA 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)26.51sResponse Time (max)26.51sResponse Time (total)26.51sA test is fully passed only if every run passed for that test.โฆ