Compare / Gemini 3.1 Pro Preview vs Kimi K2.7 Code
Gemini 3.1 Pro Preview vs Kimi K2.7 Code
15 results from 4 sources that measured both models. Each row is in the source's own units; there is no overall winner.
| Benchmark | Metric | Gemini 3.1 Pro Preview | Kimi K2.7 Code |
|---|---|---|---|
| APEX-Agentsreported | Tasks passed% of tasks | 35.3% | 37.6% |
| Artificial Analysisreported | Artificial Analysis Coding Indexindex score | 68.8 | 60.8 |
| Artificial Analysisreported | Artificial Analysis Intelligence Indexindex score | 29.7 | 25.8 |
| Artificial Analysisreported | GPQA Diamond% of questions | 94.1% | 89.6% |
| Artificial Analysisreported | Humanity's Last Exam% of questions | 47.0% | 35.0% |
| Artificial Analysisreported | IFBench% of instructions | 77.1% | 63.1% |
| Artificial Analysisreported | Long-context reasoning (AA-LCR)% of questions | 82.0% | 79.3% |
| Artificial Analysisreported | SciCode% of problems | 58.7% | 47.8% |
| Artificial Analysisreported | Terminal-Bench 2.1% of tasks | 73.8% | 67.4% |
| Artificial Analysisreported | Terminal-Bench 4.0% of tasks | 4.0% | 1.0% |
| Artificial Analysisreported | Terminal-Bench Hard% of tasks | 53.8% | 44.7% |
| Artificial Analysisreported | Τ-bench banking% of tasks | 21.4% | 20.2% |
| Artificial Analysisreported | Τ²-bench telecom% of tasks | 95.6% | 90.1% |
| SimpleQA Verified (Epoch AI)reported | Correct answers% of questions | 73.5% | 36.5% |
| Vending-Bench 2reported | Money after a yearUS dollars | $911.21 | $5,082.94 |
Bold green marks the better value on that metric. Where a source reports ranges that overlap, the difference may not be meaningful; see the benchmark page for ranges.