Compare Models
Side-by-side performance comparison across all benchmark categories.
Select Models to Compare
Category Radar Comparison
The radar visualization is shown on wider screens. On mobile, use the detailed comparison cards below for exact per-category, composite, and token-efficiency values without clipped labels.
Performance Over Time
Detailed Score Comparison
Composite
Claude Opus 4.8
92.3
Claude Sonnet 4.6
86.2
GPT-5.5
89.3
Grok 4.5
85.7
Token Benchmark
Claude Opus 4.8
100.0
Claude Sonnet 4.6
70.3
GPT-5.5
51.7
Grok 4.5
22.6
Avg Tokens/Test
Claude Opus 4.8
7.7k
Claude Sonnet 4.6
11.0k
GPT-5.5
15.0k
Grok 4.5
34.2k
Total Tokens
Claude Opus 4.8
231.9k
Claude Sonnet 4.6
318.7k
GPT-5.5
448.9k
Grok 4.5
1.0M
Claude Opus 4.8
100.0BEST
Claude Sonnet 4.6
70.3
GPT-5.5
51.7
Grok 4.5
22.6
Claude Opus 4.8
66.3
Claude Sonnet 4.6
68.6
GPT-5.5
69.6BEST
Grok 4.5
67.7
Claude Opus 4.8
99.3
Claude Sonnet 4.6
100.0BEST
GPT-5.5
98.3
Grok 4.5
98.0
Claude Opus 4.8
96.3
Claude Sonnet 4.6
96.5BEST
GPT-5.5
93.3
Grok 4.5
93.3
Claude Opus 4.8
99.3BEST
Claude Sonnet 4.6
97.7
GPT-5.5
98.3
Grok 4.5
95.7
Claude Opus 4.8
89.9
Claude Sonnet 4.6
92.3
GPT-5.5
92.7BEST
Grok 4.5
91.8
Claude Opus 4.8
97.0BEST
Claude Sonnet 4.6
97.0BEST
GPT-5.5
96.0
Grok 4.5
95.7
Claude Opus 4.8
90.1
Claude Sonnet 4.6
96.3BEST
GPT-5.5
95.3
Grok 4.5
85.2
Claude Opus 4.8
100.0BEST
Claude Sonnet 4.6
100.0BEST
GPT-5.5
100.0BEST
Grok 4.5
100.0BEST
Claude Opus 4.8
82.7
Claude Sonnet 4.6
96.7
GPT-5.5
94.3
Grok 4.5
98.3BEST
Claude Opus 4.8
94.0BEST
Claude Sonnet 4.6
33.3
GPT-5.5
92.3
Grok 4.5
94.0BEST
| Category | Claude Opus 4.8 | Claude Sonnet 4.6 | GPT-5.5 | Grok 4.5 |
|---|---|---|---|---|
| Token Efficiency | 100.0 | 70.3 | 51.7 | 22.6 |
| Long Reasoning | 66.3 | 68.6 | 69.6 | 67.7 |
| Coding Tasks | 99.3 | 100.0 | 98.3 | 98.0 |
| Bug Fixes | 96.3 | 96.5 | 93.3 | 93.3 |
| Feature Implementation | 99.3 | 97.7 | 98.3 | 95.7 |
| Code Thoroughness | 89.9 | 92.3 | 92.7 | 91.8 |
| Bug Introduction Rate | 97.0 | 97.0 | 96.0 | 95.7 |
| Security Awareness | 90.1 | 96.3 | 95.3 | 85.2 |
| Instruction Following | 100.0 | 100.0 | 100.0 | 100.0 |
| Code Quality | 82.7 | 96.7 | 94.3 | 98.3 |
| Performance & Efficiency | 94.0 | 33.3 | 92.3 | 94.0 |
| Composite | 92.3 | 86.2 | 89.3 | 85.7 |
| Total Tokens | 231.9k | 318.7k | 448.9k | 1.0M |
| Avg Tokens / Test | 7.7k | 11.0k | 15.0k | 34.2k |
| Token Benchmark | 100.0 | 70.3 | 51.7 | 22.6 |