- Peringkat
- #215
- Total token output
- 66,576
- Waktu respons (rata-rata)
- 8.65s
- Total Biaya
- $0.048
KAT-Coder-Air V2.5 (medium) vs Hy4 preview (low)
Skor rata-rata hampir imbang di 5.6 vs 5.6. KAT-Coder-Air V2.5 (medium) memiliki biaya benchmark lebih rendah di $0.048 vs $1.745. KAT-Coder-Air V2.5 (medium) lebih cepat di 8.65s vs 214.25s, dengan tingkat keberhasilan 45.5% vs 19.7%.
- Peringkat
- #217
- Total token output
- 682,538
- Waktu respons (rata-rata)
- 214.25s
- Total Biaya
- $1.745
Model yang direkomendasikan
KAT-Coder-Air V2.5 (medium)
It has the best score here (5.6), while costing about 36.6x less than Hy4 preview (low).
Perbandingan terperinci
| Metrik | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 medium | Hy4 preview Hy4 preview low |
|---|---|---|
| Skor | 5.6 | 5.6 |
| Peringkat | #215 | #217 |
| Keandalan | 9.6 | 5.4 |
| Konsistensi | 8.9 | 8.5 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 45.5% | 19.7% |
| Tes tidak stabil | 3 | 3 |
| Total Run | 66 | 66 |
| Biaya per hasil | 0.596 | 58.157 |
| Total Biaya | $0.048 | $1.745 |
| Harga input | $0.150 / 1M | $0.834 / 1M |
| Harga output | $0.600 / 1M | $2.501 / 1M |
| Total token input | 51,369 | 45,154 |
| Token output | 8,008 | 4,022 |
| Token penalaran | 58,568 | 678,516 |
| Waktu respons (rata-rata) | 8.65s | 214.25s |
| Waktu respons (maks) | 48.19s | 597.45s |
| Waktu respons (total) | 190.35s | 4713.56s |
| Parameter | ~35B total (~3B aktif) | 770B total (49B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#215 KAT-Coder-Air V2.5
medium- Biaya
- $0.003
- Waktu
- 23.7s
- Token
- 4,924 tok
#217 Hy4 preview
low
Provider returned error
- Biaya
- $0.000
- Waktu
- 1.1s
- Token
- 0 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-Air V2.5 | 8.7 | 8.0 | 91.7% | 1 | 3.79s | 672 | 549 | 4,194 | |
| Hy4 preview | 6.0 | 8.9 | 0.0% | 0 | 129.60s | 624 | 478 | 72,022 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Air V2.5 | 3.6 | 7.0 | 22.2% | 1 | 23.37s | 7,893 | 5,199 | 29,973 | |
| Hy4 preview | 5.2 | 8.6 | 0.0% | 0 | 219.15s | 6,110 | 135 | 96,407 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| KAT-Coder-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 19.56s | 23,854 | 435 | 6,811 | |
| Hy4 preview | 2.9 | 5.8 | 16.7% | 1 | 139.43s | 28,254 | 2,485 | 8,420 |
| 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-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 3.65s | 7,776 | 268 | 1,881 | |
| Hy4 preview | 8.7 | 10.0 | 50.0% | 0 | 88.53s | 7,197 | 195 | 18,424 |
| 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-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 6.58s | 668 | 673 | 4,670 | |
| Hy4 preview | 4.5 | 10.0 | 0.0% | 0 | 470.24s | 716 | 28 | 220,446 |
| 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-Air V2.5 | 5.0 | 10.0 | 0.0% | 0 | 9.81s | 516 | 189 | 557 | |
| Hy4 preview | 7.5 | 10.0 | 0.0% | 0 | 110.43s | 525 | 170 | 13,806 |
| 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-Air V2.5 | 10.0 | 10.0 | 100.0% | 0 | 1.50s | 699 | 93 | 730 | |
| Hy4 preview | 9.8 | 10.0 | 100.0% | 0 | 77.72s | 732 | 71 | 17,054 |
| 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-Air V2.5 | 3.6 | 7.2 | 22.2% | 1 | 1.87s | 696 | 265 | 1,184 | |
| Hy4 preview | 5.3 | 5.0 | 33.3% | 2 | 238.03s | 750 | 454 | 103,707 |
| 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-Air V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.77s | 8,391 | 317 | 906 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 93.67s | 0 | 0 | 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-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 15.74s | 204 | 20 | 7,662 | |
| Hy4 preview | 3.0 | 10.0 | 0.0% | 0 | 597.45s | 246 | 6 | 128,230 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Nemotron 3.5 LightninghighTersedia gratisvsHy4 previewlowGemma 4 26B A4BnoneTersedia gratisvsKAT-Coder-Air V2.5mediumKAT-Coder-Air V2.5mediumvsNemotron 3.5 LightninghighTersedia gratisQwen3.6 27BnonevsHy4 previewlowQwen3.8 27BnonevsHy4 previewlowGemma 4 26B A4BnoneTersedia gratisvsHy4 previewlowKAT-Coder-Air V2.5mediumvsQwen3.6 27BnoneKAT-Coder-Air V2.5mediumvsQwen3.8 27BnoneKAT-Coder-Air V2.5mediumvsQwen3.5-122B-A10BnoneKAT-Coder-Air V2.5highvsHy4 previewlowQwen3.5-122B-A10BnonevsHy4 previewlowKAT-Coder-Air V2.5mediumvsKimi K2.6none