- Peringkat
- #122
- Total token output
- 113,193
- Waktu respons (rata-rata)
- 20.20s
- Total Biaya
- $0.400
KAT-Coder-Pro V2.5 (low) vs Kimi K2.6 (medium)
KAT-Coder-Pro V2.5 (low) unggul dalam skor rata-rata dengan 7.3 vs 7.2. KAT-Coder-Pro V2.5 (low) memiliki biaya benchmark lebih rendah di $0.400 vs $1.247. KAT-Coder-Pro V2.5 (low) lebih cepat di 20.20s vs 115.89s, dengan tingkat keberhasilan 68.2% vs 63.6%.
Model yang Dibandingkan
- Peringkat
- #128
- Total token output
- 347,519
- Waktu respons (rata-rata)
- 115.89s
- Total Biaya
- $1.247
Model yang direkomendasikan
KAT-Coder-Pro V2.5 (low)
It has the best score here (7.3), while costing about 3.1x less than Kimi K2.6 (medium).
Perbandingan terperinci
| Metrik | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 low | Kimi K2.6 Kimi K2.6 medium |
|---|---|---|
| Skor | 7.3 | 7.2 |
| Peringkat | #122 | #128 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 7.0 | 8.3 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 68.2% | 63.6% |
| Tes tidak stabil | 8 | 4 |
| Total Run | 66 | 66 |
| Biaya per hasil | 3.636 | 10.029 |
| Total Biaya | $0.400 | $1.247 |
| Harga input | $0.740 / 1M | $0.950 / 1M |
| Harga output | $2.960 / 1M | $4.000 / 1M |
| Total token input | 87,682 | 68,913 |
| Token output | 7,166 | 64,654 |
| Token penalaran | 106,027 | 282,865 |
| Waktu respons (rata-rata) | 20.20s | 115.89s |
| Waktu respons (maks) | 209.15s | 876.20s |
| Waktu respons (total) | 444.35s | 2433.66s |
| Parameter | ~700B total (~72B aktif) | 1T total (32B aktif) |
| Ketersediaan | Tertutup | Bobot tersedia |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#122 KAT-Coder-Pro V2.5
low- Biaya
- $0.016
- Waktu
- 47.6s
- Token
- 5,182 tok
#128 MoonshotAI: Kimi K2.6
medium- Biaya
- $0.013
- Waktu
- 103.4s
- Token
- 3,620 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
| Trik anti-AI | 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 | 6.9 | 5.8 | 75.0% | 2 | 4.20s | 672 | 277 | 4,228 | |
| Kimi K2.6 | 7.0 | 8.0 | 66.7% | 1 | 11.59s | 618 | 7,115 | 8,934 |
| 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 | 7.8 | 10.0 | 66.7% | 0 | 24.87s | 7,893 | 402 | 24,945 | |
| Kimi K2.6 | 5.7 | 8.6 | 33.3% | 0 | 214.42s | 2,925 | 9,970 | 77,189 |
| Gabungan | 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 | 6.4 | 5.8 | 66.7% | 1 | 111.87s | 60,055 | 5,393 | 43,732 | |
| Kimi K2.6 | 6.9 | 5.9 | 66.7% | 1 | 458.58s | 50,723 | 9,468 | 39,642 |
| Parsing dan ekstraksi data | 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 | 10.0 | 10.0 | 100.0% | 0 | 4.19s | 7,776 | 288 | 1,917 | |
| Kimi K2.6 | 10.0 | 10.0 | 100.0% | 0 | 20.38s | 7,014 | 316 | 11,305 |
| Spesifik domain | 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 | 3.5 | 4.4 | 33.3% | 2 | 22.86s | 780 | 35 | 21,430 | |
| Kimi K2.6 | 5.3 | 7.2 | 44.4% | 1 | 264.43s | 337 | 9 | 101,267 |
| Kecerdasan umum | 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 | 4.1 | 2.7 | 33.3% | 1 | 2.32s | 516 | 99 | 412 | |
| Kimi K2.6 | 10.0 | 10.0 | 100.0% | 0 | 17.83s | 477 | 3,981 | 4,472 |
| Kepatuhan instruksi | 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 | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 699 | 83 | 1,008 | |
| Kimi K2.6 | 10.0 | 10.0 | 100.0% | 0 | 12.53s | 669 | 3,977 | 5,269 |
| Pemecahan teka-teki | 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 | 6.4 | 4.4 | 77.8% | 2 | 3.11s | 696 | 289 | 1,820 | |
| Kimi K2.6 | 6.0 | 7.4 | 55.6% | 1 | 25.06s | 651 | 13,860 | 17,599 |
| Pemanggilan alat | 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 | 10.0 | 10.0 | 100.0% | 0 | 18.45s | 8,391 | 282 | 834 | |
| Kimi K2.6 | 10.0 | 10.0 | 100.0% | 0 | 8.92s | 5,286 | 248 | 1,011 |
| Pengetahuan umum | 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 | 3.0 | 10.0 | 0.0% | 0 | 17.06s | 204 | 18 | 5,701 | |
| Kimi K2.6 | 3.0 | 10.0 | 0.0% | 0 | 130.27s | 213 | 15,710 | 16,177 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
KAT-Coder-Pro V2.5lowvsGLM 5.3highClaude Sonnet 4.6nonevsKAT-Coder-Pro V2.5lowKAT-Coder-Pro V2.5highvsKimi K2.6mediumClaude Opus 4.8nonevsKimi K2.6mediumKAT-Coder-Pro V2.5lowvsGLM 5.3 FlashhighMuse Glimmer 30BhighvsKimi K2.6mediumGemini 3.1 Flash LitemediumvsKAT-Coder-Pro V2.5lowKAT-Coder-Pro V2.5lowvsQwen3.7 PlusnoneKimi K2.6mediumvsQwen3.7 PlusnoneKAT-Coder-Pro V2.5lowvsQwen3.8 2.4T A95BhighDeepSeek V4 Flash 0731mediumvsKAT-Coder-Pro V2.5lowKimi K2.6mediumvsQwen3.7 Flashlow