- Peringkat
- #338
- Total token output
- 12,777
- Waktu respons (rata-rata)
- 3.40s
- Total Biaya
- $0.004
Ling 3.0 Flash vs KAT Coder AIR V2.5 (high)
Skor rata-rata hampir imbang di 5.2 vs 5.2. Ling 3.0 Flash memiliki biaya benchmark lebih rendah di $0.004 vs $0.077. Ling 3.0 Flash lebih cepat di 3.40s vs 15.23s, dengan tingkat keberhasilan 26.1% vs 40.6%.
Model yang Dibandingkan
- Peringkat
- #340
- Total token output
- 114,654
- Waktu respons (rata-rata)
- 15.23s
- Total Biaya
- $0.077
Model yang direkomendasikan
Ling 3.0 Flash
It has the best score here (5.2), while costing about 22.4x less than KAT Coder AIR V2.5 (high).
Perbandingan terperinci
| Metrik | Ling 3.0 Flash Ling 3.0 Flash none | KAT Coder AIR V2.5 KAT Coder AIR V2.5 high |
|---|---|---|
| Skor | 5.2 | 5.2 |
| Peringkat | #338 | #340 |
| Keandalan | 10.0 | 9.8 |
| Konsistensi | 10.0 | 8.2 |
| Percobaan | 69/69 | 69/69 |
| Tes benar | ||
| Tingkat lulus per percobaan | 26.1% | 40.6% |
| Tes tidak stabil | 0 | 5 |
| Total Run | 69 | 69 |
| Biaya per hasil | 0.000 | 1.091 |
| Total Biaya | $0.004 | $0.077 |
| Harga input | $0.021 / 1M | $0.150 / 1M |
| Harga output | $0.063 / 1M | $0.600 / 1M |
| Harga baca cache | $0.005 / 1M | T/A |
| Harga tulis cache | T/A | T/A |
| Total token input | 123,993 | 50,423 |
| Token output | 12,777 | 4,144 |
| Token penalaran | 0 | 110,510 |
| Waktu respons (rata-rata) | 3.40s | 15.23s |
| Waktu respons (maks) | 17.51s | 118.35s |
| Waktu respons (total) | 74.77s | 350.26s |
| Parameter | 124B total (5.1B aktif) | ~35B total (~3B aktif) |
| Ketersediaan | Sumber terbuka | 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.
#338 Ling 3.0 Flash
none- Biaya
- $0.000
- Waktu
- 11.6s
- Token
- 2,781 tok
#340 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
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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 26ms | 0 | 0 | 0 | |
| KAT Coder AIR V2.5 | 3.0 | 10.0 | 0.0% | 0 | 1.10s | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 4.8 | 10.0 | 25.0% | 0 | 3.34s | 762 | 139 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 5.5 | 10.0 | 33.3% | 0 | 6.39s | 8,307 | 639 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 8.58s | 95,727 | 11,102 | 0 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.10s | 8,022 | 249 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 840ms | 654 | 18 | 0 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 5.0 | 10.0 | 0.0% | 0 | 1.58s | 549 | 51 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 4.8 | 10.0 | 0.0% | 0 | 836ms | 750 | 71 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 5.3 | 10.0 | 33.3% | 0 | 1.49s | 756 | 283 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.85s | 8,235 | 216 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 10.61s | 231 | 9 | 0 | |
| KAT Coder AIR V2.5 | 3.0 | 10.0 | 0.0% | 0 | 21.72s | 204 | 20 | 11,028 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
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