- Peringkat
- #126
- Total token output
- 139,375
- Waktu respons (rata-rata)
- 24.87s
- Total Biaya
- $0.478
KAT-Coder-Pro V2.5 (medium) vs Step 3.7 Flash (high)
KAT-Coder-Pro V2.5 (medium) unggul dalam skor rata-rata dengan 6.9 vs 6.8. KAT-Coder-Pro V2.5 (medium) memiliki biaya benchmark lebih rendah di $0.478 vs $1.229. KAT-Coder-Pro V2.5 (medium) lebih cepat di 24.87s vs 70.10s, dengan tingkat keberhasilan 65.2% vs 60.6%.
- Peringkat
- #131
- Total token output
- 1,050,900
- Waktu respons (rata-rata)
- 70.10s
- Total Biaya
- $1.229
Model yang direkomendasikan
KAT-Coder-Pro V2.5 (medium)
It has the best score here (6.9), while costing about 2.6x less than Step 3.7 Flash (high).
Perbandingan terperinci
| Metrik | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium | Step 3.7 Flash Step 3.7 Flash high |
|---|---|---|
| Skor | 6.9 | 6.8 |
| Peringkat | #126 | #131 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 7.0 | 8.4 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 65.2% | 60.6% |
| Tes tidak stabil | 8 | 4 |
| Total Run | 66 | 66 |
| Biaya per hasil | 4.342 | 11.167 |
| Total Biaya | $0.478 | $1.229 |
| Harga input | $0.740 / 1M | $0.200 / 1M |
| Harga output | $2.960 / 1M | $1.150 / 1M |
| Total token input | 87,916 | 98,700 |
| Token output | 7,213 | 1,050,900 |
| Token penalaran | 132,162 | 0 |
| Waktu respons (rata-rata) | 24.87s | 70.10s |
| Waktu respons (maks) | 257.00s | 364.99s |
| Waktu respons (total) | 547.14s | 1542.14s |
| Parameter | ~700B total (~72B aktif) | 198B total (11B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#126 KAT-Coder-Pro V2.5
medium- Biaya
- $0.009
- Waktu
- 25.6s
- Token
- 2,939 tok
#131 Step 3.7 Flash
high- Biaya
- $0.007
- Waktu
- 63.6s
- Token
- 6,030 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 | 8.2 | 7.9 | 83.3% | 1 | 3.90s | 672 | 208 | 3,868 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 13.40s | 696 | 42,656 | 0 |
| 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 | 33.10s | 7,893 | 416 | 33,658 | |
| Step 3.7 Flash | 4.0 | 6.0 | 22.2% | 1 | 206.21s | 6,057 | 327,340 | 0 |
| 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 | 135.75s | 60,289 | 5,478 | 51,591 | |
| Step 3.7 Flash | 8.7 | 6.9 | 83.3% | 1 | 41.23s | 73,938 | 49,842 | 0 |
| 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 | 7.3 | 5.9 | 83.3% | 1 | 4.70s | 7,776 | 275 | 2,122 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 14.72s | 7,368 | 23,113 | 0 |
| 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 | 2.9 | 4.4 | 22.2% | 2 | 35.11s | 780 | 36 | 33,495 | |
| Step 3.7 Flash | 3.6 | 7.2 | 22.2% | 1 | 189.35s | 792 | 429,007 | 0 |
| 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 | 4.7 | 3.1 | 33.3% | 1 | 2.35s | 516 | 92 | 381 | |
| Step 3.7 Flash | 5.5 | 10.0 | 0.0% | 0 | 4.17s | 510 | 2,862 | 0 |
| 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 | 9.9 | 10.0 | 100.0% | 0 | 2.58s | 699 | 83 | 971 | |
| Step 3.7 Flash | 9.8 | 10.0 | 100.0% | 0 | 1.52s | 705 | 2,010 | 0 |
| 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 | 5.9 | 4.5 | 66.7% | 2 | 3.20s | 696 | 325 | 1,867 | |
| Step 3.7 Flash | 5.3 | 7.2 | 44.4% | 1 | 10.22s | 711 | 25,422 | 0 |
| 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 | 19.02s | 8,391 | 282 | 1,010 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.79s | 7,701 | 1,172 | 0 |
| 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 | 9.87s | 204 | 18 | 3,199 | |
| Step 3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 149.34s | 222 | 147,476 | 0 |
Perbandingan Cepat
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