- Peringkat
- #251
- Total token output
- 299,456
- Waktu respons (rata-rata)
- 13.08s
- Total Biaya
- $0.021
Ling 3.0 Flash (high) vs GPT-5.4
Ling 3.0 Flash (high) unggul dalam skor rata-rata dengan 5.8 vs 5.6. Ling 3.0 Flash (high) memiliki biaya benchmark lebih rendah di $0.021 vs $0.690. GPT-5.4 lebih cepat di 3.89s vs 13.08s, dengan tingkat keberhasilan 60.9% vs 33.3%.
Model yang Dibandingkan
- Peringkat
- #260
- Total token output
- 9,372
- Waktu respons (rata-rata)
- 3.89s
- Total Biaya
- $0.690
Model yang direkomendasikan
Ling 3.0 Flash (high)
It has the best score here (5.8), while costing about 34.3x less than GPT-5.4.
Perbandingan terperinci
| Metrik | Ling 3.0 Flash Ling 3.0 Flash high | GPT-5.4 GPT-5.4 none |
|---|---|---|
| Skor | 5.8 | 5.6 |
| Peringkat | #251 | #260 |
| Keandalan | 9.8 | 10.0 |
| Konsistensi | 8.6 | 9.3 |
| Percobaan | 69/69 | 69/69 |
| Tes benar | ||
| Tingkat lulus per percobaan | 60.9% | 33.3% |
| Tes tidak stabil | 4 | 2 |
| Total Run | 69 | 69 |
| Biaya per hasil | 0.000 | 9.845 |
| Total Biaya | $0.021 | $0.690 |
| Harga input | $0.021 / 1M | $2.500 / 1M |
| Harga output | $0.063 / 1M | $15.000 / 1M |
| Harga baca cache | $0.005 / 1M | $0.250 / 1M |
| Harga tulis cache | T/A | T/A |
| Total token input | 132,044 | 219,404 |
| Token output | 92,135 | 9,372 |
| Token penalaran | 207,321 | 0 |
| Waktu respons (rata-rata) | 13.08s | 3.89s |
| Waktu respons (maks) | 75.27s | 43.73s |
| Waktu respons (total) | 287.79s | 89.48s |
| Parameter | 124B total (5.1B aktif) | ~1.5T total (~100B 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.
#251 Ling 3.0 Flash
high- Biaya
- $0.000
- Waktu
- 30.7s
- Token
- 10,576 tok
#260 GPT-5.4
none- Biaya
- $0.026
- Waktu
- 18.1s
- Token
- 1,792 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
| 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 | 42ms | 0 | 0 | 0 | |
| GPT-5.4 | 5.0 | 10.0 | 0.0% | 0 | 43.73s | 110,763 | 1,033 | 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 | 10.0 | 10.0 | 100.0% | 0 | 4.26s | 750 | 1,127 | 3,129 | |
| GPT-5.4 | 3.2 | 8.0 | 8.3% | 1 | 1.21s | 606 | 406 | 0 |
| 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 | 6.7 | 5.0 | 66.7% | 2 | 14.85s | 8,298 | 15,602 | 32,152 | |
| GPT-5.4 | 5.5 | 10.0 | 33.3% | 0 | 1.62s | 7,305 | 516 | 0 |
| 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 | 2.9 | 6.0 | 16.7% | 1 | 50.41s | 103,841 | 28,377 | 80,872 | |
| GPT-5.4 | 3.0 | 10.0 | 0.0% | 0 | 9.26s | 85,439 | 6,195 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 7.3 | 5.8 | 83.3% | 1 | 7.15s | 8,016 | 3,455 | 9,048 | |
| GPT-5.4 | 10.0 | 10.0 | 100.0% | 0 | 1.04s | 7,140 | 222 | 0 |
| 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 | 30.29s | 648 | 37,633 | 61,104 | |
| GPT-5.4 | 5.3 | 7.2 | 44.4% | 1 | 1.15s | 732 | 68 | 0 |
| 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 | 2.98s | 546 | 63 | 344 | |
| GPT-5.4 | 4.4 | 9.9 | 0.0% | 0 | 1.78s | 477 | 184 | 0 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 1.85s | 744 | 402 | 2,031 | |
| GPT-5.4 | 6.5 | 10.0 | 50.0% | 0 | 1.07s | 660 | 81 | 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.33s | 747 | 753 | 4,623 | |
| GPT-5.4 | 5.6 | 9.8 | 33.3% | 0 | 1.44s | 642 | 381 | 0 |
| 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 | 6.47s | 8,226 | 322 | 527 | |
| GPT-5.4 | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 5,445 | 246 | 0 |
| 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 | 24.35s | 228 | 4,401 | 13,491 | |
| GPT-5.4 | 3.0 | 10.0 | 0.0% | 0 | 990ms | 195 | 40 | 0 |
Perbandingan Cepat
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