- Peringkat
- #273
- Total token output
- 153,595
- Waktu respons (rata-rata)
- 14.13s
- Total Biaya
- $1.752
Gemini 3.5 Flash vs KAT-Coder-Pro V2.5 (medium)
KAT-Coder-Pro V2.5 (medium) unggul dalam skor rata-rata dengan 6.2 vs 6.1. KAT-Coder-Pro V2.5 (medium) memiliki biaya benchmark lebih rendah di $0.669 vs $1.752. Gemini 3.5 Flash lebih cepat di 14.13s vs 23.94s, dengan tingkat keberhasilan 68.1% vs 62.3%.
Model yang Dibandingkan
- Peringkat
- #268
- Total token output
- 139,375
- Waktu respons (rata-rata)
- 23.94s
- Total Biaya
- $0.669
Model yang direkomendasikan
KAT-Coder-Pro V2.5 (medium)
It has the best score here (6.2), while costing about 2.6x less than Gemini 3.5 Flash.
Perbandingan terperinci
| Metrik | Gemini 3.5 Flash Gemini 3.5 Flash none | KAT-Coder-Pro V2.5 KAT-Coder-Pro V2.5 medium |
|---|---|---|
| Skor | 6.1 | 6.2 |
| Peringkat | #273 | #268 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 8.6 | 7.2 |
| Percobaan | 69/69 | 69/69 |
| Tes benar | ||
| Tingkat lulus per percobaan | 68.1% | 62.3% |
| Tes tidak stabil | 4 | 8 |
| Total Run | 69 | 69 |
| Biaya per hasil | 12.511 | 4.342 |
| Total Biaya | $1.752 | $0.669 |
| Harga input | $1.500 / 1M | $0.740 / 1M |
| Harga output | $9.000 / 1M | $2.960 / 1M |
| Harga baca cache | $0.150 / 1M | $0.150 / 1M |
| Harga tulis cache | $0.084 / 1M | T/A |
| Total token input | 246,061 | 87,916 |
| Token output | 3,828 | 7,213 |
| Token penalaran | 149,767 | 132,162 |
| Waktu respons (rata-rata) | 14.13s | 23.94s |
| Waktu respons (maks) | 85.26s | 257.00s |
| Waktu respons (total) | 268.55s | 550.52s |
| Parameter | ~500B total (~20B aktif) | ~700B total (~72B aktif) |
| Ketersediaan | Tertutup | Tertutup |
Harga cache berlaku untuk token input. Pembacaan memakai kembali prompt tersimpan; penulisan menyimpannya dan dapat menambah biaya. Token output menggunakan harga output.
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#273 Gemini 3.5 Flash
none- Biaya
- $0.225
- Waktu
- 125.5s
- Token
- 25,004 tok
#268 KAT-Coder-Pro V2.5
medium- Biaya
- $0.009
- Waktu
- 25.6s
- Token
- 2,939 tok
Rincian Kategori
| Tugas agen | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 85.26s | 232,209 | 2,528 | 31,967 | |
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 3.38s | 0 | 0 | 0 |
| Trik anti-AI | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 492 | 174 | 4,927 | |
| KAT-Coder-Pro V2.5 | 8.2 | 7.9 | 83.3% | 1 | 3.90s | 672 | 208 | 3,868 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 8.8 | 7.8 | 88.9% | 1 | 34.69s | 8,122 | 456 | 75,471 | |
| KAT-Coder-Pro V2.5 | 7.8 | 10.0 | 66.7% | 0 | 33.10s | 7,893 | 416 | 33,658 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| KAT-Coder-Pro V2.5 | 6.4 | 5.8 | 66.7% | 1 | 135.75s | 60,289 | 5,478 | 51,591 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 6.5 | 10.0 | 50.0% | 0 | 8.10s | 2,781 | 177 | 5,718 | |
| KAT-Coder-Pro V2.5 | 7.3 | 5.9 | 83.3% | 1 | 4.70s | 7,776 | 275 | 2,122 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 5.3 | 7.2 | 44.4% | 1 | 12.18s | 642 | 12 | 19,480 | |
| KAT-Coder-Pro V2.5 | 2.9 | 4.4 | 22.2% | 2 | 35.11s | 780 | 36 | 33,495 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.46s | 486 | 120 | 1,500 | |
| KAT-Coder-Pro V2.5 | 4.7 | 3.1 | 33.3% | 1 | 2.35s | 516 | 92 | 381 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 3.38s | 615 | 70 | 3,858 | |
| KAT-Coder-Pro V2.5 | 9.9 | 10.0 | 100.0% | 0 | 2.58s | 699 | 83 | 971 |
| Pemecahan teka-teki | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.13s | 558 | 279 | 4,361 | |
| KAT-Coder-Pro V2.5 | 5.9 | 4.5 | 66.7% | 2 | 3.20s | 696 | 325 | 1,867 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| KAT-Coder-Pro V2.5 | 10.0 | 10.0 | 100.0% | 0 | 19.02s | 8,391 | 282 | 1,010 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 4.87s | 156 | 12 | 2,485 | |
| KAT-Coder-Pro V2.5 | 3.0 | 10.0 | 0.0% | 0 | 9.87s | 204 | 18 | 3,199 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
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