This leaderboard presents the top 100 Large Language Models (LLMs) ranked by their Relative Quality Score. Unlike single-source lists, this ranking utilizes a unified, synthetic aggregation model to deliver a comprehensive and unbiased picture of current AI capabilities.
The ranking includes only those AI models that have been evaluated by at least two widely recognized independent benchmarking sources. Each model’s overall score is calculated as a balanced composite across four key domains:
- Coding — measuring programming ability, syntax accuracy, and algorithmic logic;
- Math — testing quantitative problem-solving;
- Reasoning — assessing logical thinking and multi-step deduction;
- Instruction Following — evaluating how well the model follows custom constraints and user instructions.
Clicking on any model expands details across all four sub-aspects.
| Rank | Model Name | Relative Quality | Score |
|---|---|---|---|
| 1 |
|
98.70 | |
|
Coding
100.00%
Math
95.55%
Reasoning
95.52%
Instr. Following
100.00%
|
|||
| 2 |
|
92.67 | |
|
Coding
92.83%
Math
92.58%
Reasoning
90.19%
Instr. Following
92.67%
|
|||
| 3 |
|
91.99 | |
|
Coding
90.66%
Math
93.88%
Reasoning
88.88%
Instr. Following
93.44%
|
|||
| 4 |
|
91.39 | |
|
Coding
94.42%
Math
92.78%
Reasoning
92.06%
Instr. Following
88.94%
|
|||
| 5 |
|
90.91 | |
|
Coding
90.84%
Math
92.34%
Reasoning
85.72%
Instr. Following
92.44%
|
|||
| 6 |
|
90.00 | |
|
Coding
90.00%
Math
92.87%
Reasoning
84.94%
Instr. Following
93.41%
|
|||
| 7 |
|
89.81 | |
|
Coding
93.87%
Math
93.06%
Reasoning
85.78%
Instr. Following
88.36%
|
|||
| 8 |
|
88.48 | |
|
Coding
90.75%
Math
87.20%
Reasoning
85.69%
Instr. Following
90.14%
|
|||
| 9 |
|
88.27 | |
|
Coding
86.86%
Math
90.00%
Reasoning
85.55%
Instr. Following
90.72%
|
|||
| 10 |
|
87.48 | |
|
Coding
91.26%
Math
94.31%
Reasoning
83.60%
Instr. Following
86.98%
|
|||
| 11 |
|
87.26 | |
|
Coding
86.90%
Math
89.38%
Reasoning
82.44%
Instr. Following
90.03%
|
|||
| 12 |
|
87.20 | |
|
Coding
86.83%
Math
89.00%
Reasoning
81.37%
Instr. Following
90.99%
|
|||
| 13 |
|
86.63 | |
|
Coding
85.94%
Math
90.38%
Reasoning
82.04%
Instr. Following
89.46%
|
|||
| 14 |
|
86.32 | |
|
Coding
87.57%
Math
93.46%
Reasoning
73.95%
Instr. Following
89.65%
|
|||
| 15 |
|
86.12 | |
|
Coding
85.27%
Math
91.29%
Reasoning
81.57%
Instr. Following
90.84%
|
|||
| 16 |
|
85.75 | |
|
Coding
85.13%
Math
89.67%
Reasoning
79.92%
Instr. Following
89.56%
|
|||
| 17 |
|
85.23 | |
|
Coding
85.37%
Math
76.89%
Reasoning
82.47%
Instr. Following
91.95%
|
|||
| 18 |
|
84.57 | |
|
Coding
82.54%
Math
89.00%
Reasoning
78.14%
Instr. Following
91.22%
|
|||
| 19 |
|
84.57 | |
|
Coding
86.82%
Math
81.15%
Reasoning
68.11%
Instr. Following
93.67%
|
|||
| 20 |
|
84.43 | |
|
Coding
86.72%
Math
86.79%
Reasoning
74.15%
Instr. Following
91.53%
|
|||
| 21 |
|
83.86 | |
|
Coding
82.38%
Math
63.64%
Reasoning
82.64%
Instr. Following
88.73%
|
|||
| 22 |
|
83.65 | |
|
Coding
83.96%
Math
84.21%
Reasoning
73.97%
Instr. Following
88.28%
|
|||
| 23 |
|
83.31 | |
|
Coding
87.75%
Math
86.46%
Reasoning
75.01%
Instr. Following
85.64%
|
|||
| 24 |
|
83.03 | |
|
Coding
86.34%
Math
80.43%
Reasoning
66.14%
Instr. Following
91.46%
|
|||
| 25 |
|
82.84 | |
|
Coding
85.90%
Math
81.91%
Reasoning
75.22%
Instr. Following
82.43%
|
|||
| 26 |
|
82.51 | |
|
Coding
80.63%
Math
86.56%
Reasoning
77.22%
Instr. Following
88.54%
|
|||
| 27 |
|
82.39 | |
|
Coding
87.13%
Math
85.79%
Reasoning
74.37%
Instr. Following
84.65%
|
|||
| 28 |
|
81.80 | |
|
Coding
76.16%
Math
83.49%
Reasoning
79.28%
Instr. Following
92.96%
|
|||
| 29 |
|
81.67 | |
|
Coding
82.49%
Math
86.70%
Reasoning
72.82%
Instr. Following
87.31%
|
|||
| 30 |
|
81.51 | |
|
Coding
83.83%
Math
84.26%
Reasoning
66.83%
Instr. Following
89.57%
|
|||
| 31 |
|
81.34 | |
|
Coding
81.32%
Math
87.56%
Reasoning
74.10%
Instr. Following
85.66%
|
|||
| 32 |
|
81.13 | |
|
Coding
84.52%
Math
78.23%
Reasoning
63.68%
Instr. Following
90.64%
|
|||
| 33 |
|
81.08 | |
|
Coding
82.60%
Math
87.72%
Reasoning
71.43%
Instr. Following
87.42%
|
|||
| 34 |
|
80.89 | |
|
Coding
79.91%
Math
85.12%
Reasoning
73.08%
Instr. Following
88.88%
|
|||
| 35 |
|
80.80 | |
|
Coding
80.66%
Math
85.98%
Reasoning
72.42%
Instr. Following
87.84%
|
|||
| 36 |
|
80.65 | |
|
Coding
81.82%
Math
89.63%
Reasoning
74.33%
Instr. Following
85.81%
|
|||
| 37 |
|
80.57 | |
|
Coding
81.21%
Math
83.73%
Reasoning
72.67%
Instr. Following
84.51%
|
|||
| 38 |
|
79.54 | |
|
Coding
81.84%
Math
89.00%
Reasoning
70.14%
Instr. Following
83.35%
|
|||
| 39 |
|
77.64 | |
|
Coding
77.86%
Math
78.90%
Reasoning
69.18%
Instr. Following
84.28%
|
|||
| 40 |
|
77.40 | |
|
Coding
82.23%
Math
76.99%
Reasoning
58.86%
Instr. Following
78.49%
|
|||
| 41 |
|
77.26 | |
|
Coding
80.93%
Math
73.92%
Reasoning
59.98%
Instr. Following
88.01%
|
|||
| 42 |
|
76.60 | |
|
Coding
76.29%
Math
82.68%
Reasoning
68.84%
Instr. Following
83.43%
|
|||
| 43 |
|
76.32 | |
|
Coding
79.15%
Math
81.05%
Reasoning
58.89%
Instr. Following
86.39%
|
|||
| 44 |
|
76.22 | |
|
Coding
77.69%
Math
88.20%
Reasoning
67.34%
Instr. Following
82.32%
|
|||
| 45 |
|
76.15 | |
|
Coding
74.12%
Math
82.15%
Reasoning
67.28%
Instr. Following
84.40%
|
|||
| 46 |
|
76.03 | |
|
Coding
76.73%
Math
80.86%
Reasoning
68.02%
Instr. Following
79.60%
|
|||
| 47 |
|
75.94 | |
|
Coding
76.95%
Math
78.09%
Reasoning
60.83%
Instr. Following
84.94%
|
|||
| 48 |
|
75.89 | |
|
Coding
76.13%
Math
60.05%
Reasoning
75.87%
Instr. Following
71.83%
|
|||
| 49 |
|
74.75 | |
|
Coding
72.09%
Math
81.91%
Reasoning
66.30%
Instr. Following
83.71%
|
|||
| 50 |
|
74.53 | |
|
Coding
76.75%
Math
80.72%
Reasoning
65.63%
Instr. Following
79.67%
|
|||
| 51 |
|
74.16 | |
|
Coding
73.86%
Math
81.67%
Reasoning
68.67%
Instr. Following
78.41%
|
|||
| 52 |
|
74.01 | |
|
Coding
77.09%
Math
77.08%
Reasoning
60.87%
Instr. Following
78.98%
|
|||
| 53 |
|
73.74 | |
|
Coding
72.76%
Math
77.32%
Reasoning
62.28%
Instr. Following
84.58%
|
|||
| 54 |
|
73.71 | |
|
Coding
78.99%
Math
82.46%
Reasoning
54.53%
Instr. Following
77.98%
|
|||
| 55 |
|
73.59 | |
|
Coding
73.17%
Math
79.19%
Reasoning
62.50%
Instr. Following
81.71%
|
|||
| 56 |
|
73.52 | |
|
Coding
77.86%
Math
69.86%
Reasoning
54.37%
Instr. Following
83.25%
|
|||
| 57 |
|
73.48 | |
|
Coding
73.23%
Math
81.00%
Reasoning
69.20%
Instr. Following
73.95%
|
|||
| 58 |
|
73.30 | |
|
Coding
77.81%
Math
75.17%
Reasoning
54.76%
Instr. Following
83.05%
|
|||
| 59 |
|
73.09 | |
|
Coding
76.03%
Math
74.35%
Reasoning
58.59%
Instr. Following
79.06%
|
|||
| 60 |
|
72.59 | |
|
Coding
72.05%
Math
75.55%
Reasoning
64.73%
Instr. Following
79.45%
|
|||
| 61 |
|
71.35 | |
|
Coding
73.09%
Math
74.78%
Reasoning
52.35%
Instr. Following
83.42%
|
|||
| 62 |
|
71.11 | |
|
Coding
68.08%
Math
77.42%
Reasoning
63.35%
Instr. Following
80.95%
|
|||
| 63 |
|
71.03 | |
|
Coding
74.19%
Math
77.67%
Reasoning
50.78%
Instr. Following
78.33%
|
|||
| 64 |
|
70.89 | |
|
Coding
61.71%
Math
—
Reasoning
67.13%
Instr. Following
87.32%
|
|||
| 65 |
|
70.86 | |
|
Coding
71.16%
Math
75.26%
Reasoning
63.93%
Instr. Following
76.68%
|
|||
| 66 |
|
70.83 | |
|
Coding
79.84%
Math
81.96%
Reasoning
59.15%
Instr. Following
71.91%
|
|||
| 67 |
|
70.65 | |
|
Coding
72.56%
Math
78.61%
Reasoning
62.70%
Instr. Following
73.15%
|
|||
| 68 |
|
70.53 | |
|
Coding
71.66%
Math
77.94%
Reasoning
61.69%
Instr. Following
76.78%
|
|||
| 69 |
|
70.37 | |
|
Coding
60.36%
Math
65.43%
Reasoning
61.61%
Instr. Following
88.73%
|
|||
| 70 |
|
70.36 | |
|
Coding
64.23%
Math
75.72%
Reasoning
66.84%
Instr. Following
78.87%
|
|||
| 71 |
|
70.21 | |
|
Coding
73.97%
Math
77.94%
Reasoning
56.72%
Instr. Following
76.25%
|
|||
| 72 |
|
69.62 | |
|
Coding
59.10%
Math
80.02%
Reasoning
69.05%
Instr. Following
73.24%
|
|||
| 73 |
|
69.35 | |
|
Coding
74.83%
Math
76.94%
Reasoning
51.68%
Instr. Following
76.75%
|
|||
| 74 |
|
69.24 | |
|
Coding
67.21%
Math
77.32%
Reasoning
57.95%
Instr. Following
76.96%
|
|||
| 75 |
|
68.38 | |
|
Coding
73.63%
Math
78.79%
Reasoning
52.15%
Instr. Following
71.81%
|
|||
| 76 |
|
68.22 | |
|
Coding
68.75%
Math
72.58%
Reasoning
56.25%
Instr. Following
72.13%
|
|||
| 77 |
|
67.21 | |
|
Coding
71.43%
Math
77.42%
Reasoning
56.37%
Instr. Following
71.37%
|
|||
| 78 |
|
66.10 | |
|
Coding
58.75%
Math
72.01%
Reasoning
64.21%
Instr. Following
73.24%
|
|||
| 79 |
|
65.93 | |
|
Coding
67.73%
Math
67.61%
Reasoning
47.65%
Instr. Following
72.74%
|
|||
| 80 |
|
65.82 | |
|
Coding
65.02%
Math
67.18%
Reasoning
54.00%
Instr. Following
74.89%
|
|||
| 81 |
|
65.70 | |
|
Coding
68.12%
Math
67.46%
Reasoning
58.30%
Instr. Following
69.29%
|
|||
| 82 |
|
65.65 | |
|
Coding
69.64%
Math
76.79%
Reasoning
54.17%
Instr. Following
70.65%
|
|||
| 83 |
|
65.11 | |
|
Coding
69.90%
Math
71.72%
Reasoning
52.02%
Instr. Following
70.99%
|
|||
| 84 |
|
65.05 | |
|
Coding
69.71%
Math
67.75%
Reasoning
50.51%
Instr. Following
72.91%
|
|||
| 85 |
|
64.99 | |
|
Coding
63.12%
Math
73.54%
Reasoning
46.71%
Instr. Following
81.86%
|
|||
| 86 |
|
64.76 | |
|
Coding
68.25%
Math
76.17%
Reasoning
55.54%
Instr. Following
68.04%
|
|||
| 87 |
|
64.73 | |
|
Coding
65.49%
Math
63.28%
Reasoning
53.84%
Instr. Following
72.09%
|
|||
| 88 |
|
64.58 | |
|
Coding
73.67%
Math
75.60%
Reasoning
33.01%
Instr. Following
73.73%
|
|||
| 89 |
|
64.49 | |
|
Coding
64.91%
Math
70.57%
Reasoning
51.66%
Instr. Following
73.68%
|
|||
| 90 |
|
64.28 | |
|
Coding
63.42%
Math
76.12%
Reasoning
51.53%
Instr. Following
74.84%
|
|||
| 91 |
|
63.49 | |
|
Coding
66.60%
Math
69.76%
Reasoning
48.82%
Instr. Following
68.09%
|
|||
| 92 |
|
63.45 | |
|
Coding
62.86%
Math
—
Reasoning
48.45%
Instr. Following
69.01%
|
|||
| 93 |
|
63.41 | |
|
Coding
61.43%
Math
74.16%
Reasoning
49.47%
Instr. Following
73.24%
|
|||
| 94 |
|
63.19 | |
|
Coding
72.48%
Math
67.08%
Reasoning
37.97%
Instr. Following
76.19%
|
|||
| 95 |
|
61.73 | |
|
Coding
68.91%
Math
69.14%
Reasoning
48.41%
Instr. Following
69.91%
|
|||
| 96 |
|
61.58 | |
|
Coding
45.95%
Math
52.99%
Reasoning
51.78%
Instr. Following
87.32%
|
|||
| 97 |
|
61.39 | |
|
Coding
68.06%
Math
78.63%
Reasoning
49.86%
Instr. Following
57.80%
|
|||
| 98 |
|
60.97 | |
|
Coding
75.10%
Math
67.08%
Reasoning
34.46%
Instr. Following
67.15%
|
|||
| 99 |
|
60.15 | |
|
Coding
63.57%
Math
69.62%
Reasoning
42.76%
Instr. Following
71.62%
|
|||
| 100 |
|
59.77 | |
|
Coding
65.02%
Math
72.15%
Reasoning
47.71%
Instr. Following
63.28%
|
|||