- Peringkat
- #266
- Total token output
- 32,980
- Waktu respons (rata-rata)
- 6.07s
- Total Biaya
- $0.672
Claude Sonnet 5.5 (medium) vs KAT-Coder-Air V2.5 (high)
Claude Sonnet 5.5 (medium) unggul dalam skor rata-rata dengan 5.7 vs 5.6. KAT-Coder-Air V2.5 (high) memiliki biaya benchmark lebih rendah di $0.077 vs $0.672. Claude Sonnet 5.5 (medium) lebih cepat di 6.07s vs 15.87s, dengan tingkat keberhasilan 37.9% vs 42.4%.
Model yang Dibandingkan
- Peringkat
- #275
- Total token output
- 114,654
- Waktu respons (rata-rata)
- 15.87s
- Total Biaya
- $0.077
Model yang direkomendasikan
KAT-Coder-Air V2.5 (high)
Its score stays close to the best score here (5.6 vs 5.7), while costing about 8.8x less than Claude Sonnet 5.5 (medium).
Perbandingan terperinci
| Metrik | Claude Sonnet 5.5 Claude Sonnet 5.5 medium | KAT-Coder-Air V2.5 KAT-Coder-Air V2.5 high |
|---|---|---|
| Skor | 5.7 | 5.6 |
| Peringkat | #266 | #275 |
| Keandalan | 10.0 | 9.8 |
| Konsistensi | 9.7 | 8.1 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 37.9% | 42.4% |
| Tes tidak stabil | 1 | 5 |
| Total Run | 66 | 66 |
| Biaya per hasil | 8.392 | 1.091 |
| Total Biaya | $0.672 | $0.077 |
| Harga input | $2.000 / 1M | $0.150 / 1M |
| Harga output | $10.000 / 1M | $0.600 / 1M |
| Total token input | 170,771 | 50,423 |
| Token output | 23,185 | 4,144 |
| Token penalaran | 9,795 | 110,510 |
| Waktu respons (rata-rata) | 6.07s | 15.87s |
| Waktu respons (maks) | 26.16s | 118.35s |
| Waktu respons (total) | 133.62s | 349.16s |
| Parameter | ~1T total (~100B aktif) | ~35B total (~3B aktif) |
| Ketersediaan | Tertutup | Tertutup |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#266 Claude Sonnet 5.5
medium- Biaya
- $0.024
- Waktu
- 17.4s
- Token
- 2,525 tok
#275 KAT-Coder-Air V2.5
high
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Biaya
- $0.000
- Waktu
- 300.0s
- 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 |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 6.5 | 10.0 | 50.0% | 0 | 2.54s | 858 | 1,697 | 0 | |
| KAT-Coder-Air V2.5 | 6.9 | 5.8 | 75.0% | 2 | 2.49s | 615 | 204 | 1,290 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.4 | 9.7 | 0.0% | 0 | 6.07s | 10,608 | 6,767 | 0 | |
| KAT-Coder-Air V2.5 | 4.3 | 7.3 | 11.1% | 1 | 39.07s | 6,948 | 1,166 | 55,883 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 8.5 | 10.0 | 50.0% | 0 | 23.58s | 133,232 | 7,780 | 5,241 | |
| KAT-Coder-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 74.48s | 23,854 | 485 | 28,559 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 6.5 | 10.0 | 50.0% | 0 | 2.56s | 10,515 | 696 | 0 | |
| KAT-Coder-Air V2.5 | 6.5 | 10.0 | 50.0% | 0 | 3.59s | 7,776 | 284 | 2,140 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 8.78s | 990 | 4,137 | 2,729 | |
| KAT-Coder-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 7.28s | 724 | 1,101 | 7,738 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 5.1 | 3.4 | 33.3% | 1 | 2.27s | 714 | 324 | 0 | |
| KAT-Coder-Air V2.5 | 5.1 | 10.0 | 0.0% | 0 | 7.10s | 516 | 179 | 539 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 6.3 | 10.0 | 50.0% | 0 | 1.88s | 921 | 346 | 0 | |
| KAT-Coder-Air V2.5 | 9.8 | 10.0 | 100.0% | 0 | 1.51s | 699 | 90 | 675 |
| Pemecahan teka-teki | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 7.7 | 10.0 | 66.7% | 0 | 2.43s | 912 | 876 | 0 | |
| KAT-Coder-Air V2.5 | 3.5 | 4.4 | 33.3% | 2 | 2.47s | 696 | 285 | 1,576 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 4.75s | 11,757 | 354 | 0 | |
| KAT-Coder-Air V2.5 | 10.0 | 10.0 | 100.0% | 0 | 4.77s | 8,391 | 330 | 1,082 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 8.57s | 264 | 208 | 1,825 | |
| KAT-Coder-Air V2.5 | 3.0 | 10.0 | 0.0% | 0 | 21.72s | 204 | 20 | 11,028 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
KAT-Coder-Air V2.5highvsQwen3.5-122B-A10BnoneClaude Sonnet 5.5mediumvsGLM 5noneClaude Sonnet 5.5mediumvsSolar Pro 4noneKAT-Coder-Air V2.5highvsKimi K2.6noneKAT-Coder-Air V2.5highvsGLM 5.1noneLing-3.0-flashnonevsKAT-Coder-Air V2.5highClaude Sonnet 5.5mediumvsInkling SmalllowClaude Sonnet 5.5mediumvsGPT-5.4noneKAT-Coder-Air V2.5highvsInkling SmalllowClaude Sonnet 5.5mediumvsLing-3.0-flashnoneClaude Sonnet 5.5mediumvsGLM 5.1noneKAT-Coder-Air V2.5highvsGPT-6 Lunanone