#89 KAT-Coder-Pro V2.5
none- Biaya
- $0.010
- Waktu
- 29.0s
- Token
- 3,439 tok
AI BENCHY Compare
Kwaipilot: KAT-Coder-Pro V2.5 vs MoonshotAI: Kimi K2.7 Code
Ringkasan
Kimi K2.7 Code (medium) unggul dalam skor rata-rata dengan 7.0 vs 6.8. KAT-Coder-Pro V2.5 memiliki biaya benchmark lebih rendah di $0.220 vs $0.581. KAT-Coder-Pro V2.5 lebih cepat di 10.81s vs 83.60s, dengan tingkat keberhasilan 71.4% vs 66.7%.
Model yang direkomendasikanKAT-Coder-Pro V2.5Its score stays close to the best score here (6.8 vs 7.0), while costing about 2.6x less than Kimi K2.7 Code (medium).
Benchmark dihasilkan dari suite pengujian AI BENCHY pada: 2026-07-14
| Metrik | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 none | Kimi K2.7 Code Kimi K2.7 Code medium |
|---|---|---|
| Skor | 6.8 | 7.0 |
| Peringkat | #89 | #82 |
| Keandalan | 10.0 | 9.2 |
| Konsistensi | 7.3 | 7.7 |
| Tes benar | ||
| Tingkat lulus per percobaan | 71.4% | 66.7% |
| Tes tidak stabil | 7 | 6 |
| Total Run | 63 | 63 |
| Biaya per hasil | 1.992 | 6.074 |
| Total Biaya | $0.220 | $0.581 |
| Harga input | $0.740 / 1M | $0.719 / 1M |
| Harga output | $2.960 / 1M | $3.490 / 1M |
| Total token input | 42,749 | 25,991 |
| Token output | 63,338 | 80,516 |
| Token penalaran | 0 | 161,391 |
| Waktu respons (rata-rata) | 10.81s | 83.60s |
| Waktu respons (maks) | 53.57s | 365.80s |
| Waktu respons (total) | 227.02s | 1671.99s |
Showcase generasi
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#82 MoonshotAI: Kimi K2.7 Code
medium- Biaya
- $0.025
- Waktu
- 138.0s
- Token
- 6,093 tok
Model teratas berdasarkan skor
Skor vs Total Biaya
Waktu respons (rata-rata)
Skor vs Waktu respons (rata-rata)
Total token output
Skor vs Total token output
Rincian Kategori
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Pro V2.5 | 6.1 | 4.7 | 66.7% | 2 | 22.52s | 7,893 | 22,440 | 0 | |
| Kimi K2.7 Code | 7.6 | 7.2 | 77.8% | 1 | 146.73s | 4,650 | 1,864 | 25,635 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Ring-2.6-1TmediumvsKAT-Coder-Pro V2.5noneGemini 3.5 FlashnonevsKimi K2.7 CodemediumGemini 3.5 FlashminimalvsKAT-Coder-Pro V2.5noneKAT-Coder-Pro V2.5nonevsQwen3.5-FlashmediumKAT-Coder-Pro V2.5nonevsQwen3.6 35B A3BmediumKAT-Coder-Pro V2.5nonevsMiMo-V2.5mediumKimi K2.7 CodemediumvsStep 3.7 FlashhighKAT-Coder-Pro V2.5nonevsgpt-oss-120bmediumTersedia gratisGemini 3 Flash PreviewnonevsKimi K2.7 CodemediumKimi K2.7 CodemediumvsGLM 5.2noneKAT-Coder-Pro V2.5nonevsGPT-5 NanomediumKimi K2.7 CodemediumvsQwen3.7 Maxnone