- Peringkat
- #90
- Total token output
- 57,778
- Waktu respons (rata-rata)
- 4.59s
- Total Biaya
- $0.117
Gemini 3.1 Flash Lite Preview (medium) vs LongCat 2.0 (medium)
Skor rata-rata hampir imbang di 7.4 vs 7.4. Gemini 3.1 Flash Lite Preview (medium) memiliki biaya benchmark lebih rendah di $0.117 vs $0.499. Gemini 3.1 Flash Lite Preview (medium) lebih cepat di 4.59s vs 143.55s, dengan tingkat keberhasilan 63.6% vs 59.1%.
- Peringkat
- #94
- Total token output
- 390,873
- Waktu respons (rata-rata)
- 143.55s
- Total Biaya
- $0.499
Model yang direkomendasikan
Gemini 3.1 Flash Lite Preview (medium)
It has the best score here (7.4), while costing about 4.3x less than LongCat 2.0 (medium).
Perbandingan terperinci
| Metrik | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium | LongCat 2.0 LongCat 2.0 medium |
|---|---|---|
| Skor | 7.4 | 7.4 |
| Peringkat | #90 | #94 |
| Keandalan | 10.0 | 10.0 |
| Konsistensi | 9.9 | 9.3 |
| Percobaan | 66/66 | 66/66 |
| Tes benar | ||
| Tingkat lulus per percobaan | 63.6% | 59.1% |
| Tes tidak stabil | 0 | 2 |
| Total Run | 66 | 66 |
| Biaya per hasil | 0.829 | 4.153 |
| Total Biaya | $0.117 | $0.499 |
| Harga input | $0.250 / 1M | $0.300 / 1M |
| Harga output | $1.500 / 1M | $1.200 / 1M |
| Total token input | 117,493 | 97,324 |
| Token output | 10,589 | 44,383 |
| Token penalaran | 47,189 | 346,490 |
| Waktu respons (rata-rata) | 4.59s | 143.55s |
| Waktu respons (maks) | 18.34s | 939.52s |
| Waktu respons (total) | 101.04s | 3158.11s |
| Parameter | ~150B total (~10B aktif) | 1.6T total (48B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
Showcase generasi model
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#90 Gemini 3.1 Flash Lite Preview
medium- Biaya
- $0.003
- Waktu
- 5.2s
- Token
- 1,944 tok
#94 LongCat 2.0
medium- Biaya
- $0.016
- Waktu
- 285.1s
- Token
- 13,057 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 9.1 | 10.0 | 75.0% | 0 | 2.33s | 512 | 570 | 4,305 | |
| LongCat 2.0 | 10.0 | 10.0 | 100.0% | 0 | 9.65s | 588 | 201 | 4,412 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 4.09s | 8,126 | 461 | 8,597 | |
| LongCat 2.0 | 10.0 | 10.0 | 100.0% | 0 | 455.00s | 7,419 | 533 | 214,143 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.2 | 9.1 | 50.0% | 0 | 16.63s | 93,097 | 8,706 | 16,997 | |
| LongCat 2.0 | 7.3 | 5.8 | 83.3% | 1 | 151.04s | 72,348 | 4,675 | 38,668 |
| 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 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 2.29s | 7,362 | 279 | 2,952 | |
| LongCat 2.0 | 6.3 | 10.0 | 50.0% | 0 | 10.63s | 7,653 | 198 | 2,536 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.3 | 10.0 | 33.3% | 0 | 4.09s | 652 | 18 | 6,120 | |
| LongCat 2.0 | 3.0 | 10.0 | 0.0% | 0 | 390.56s | 505 | 37,854 | 54,558 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.16s | 488 | 96 | 1,488 | |
| LongCat 2.0 | 4.8 | 3.2 | 33.3% | 1 | 16.35s | 480 | 121 | 1,598 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 621 | 72 | 2,121 | |
| LongCat 2.0 | 6.5 | 10.0 | 50.0% | 0 | 7.38s | 657 | 78 | 1,652 |
| 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 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 5.30s | 566 | 141 | 1,896 | |
| LongCat 2.0 | 5.4 | 10.0 | 33.3% | 0 | 8.84s | 636 | 388 | 2,562 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.80s | 5,909 | 234 | 912 | |
| LongCat 2.0 | 10.0 | 10.0 | 100.0% | 0 | 10.67s | 6,840 | 249 | 581 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 160 | 12 | 1,801 | |
| LongCat 2.0 | 3.0 | 10.0 | 0.0% | 0 | 191.19s | 198 | 86 | 25,780 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Gemini 3.1 Flash Lite PreviewmediumvsQwen3.7 MaxnoneLongCat 2.0mediumvsQwen3.7 MaxnoneLongCat 2.0mediumvsQwen3.8 2.4T A95BhighGemini 3.1 Flash Lite PreviewmediumvsGPT 5.3 ChatnoneLongCat 2.0mediumvsGrok 4.6lowGemini 3 Flash PreviewlowvsLongCat 2.0mediumGemini 3.1 Flash Lite PreviewmediumvsGPT-5.6 TerralowGemini 3.1 Flash Lite PreviewmediumvsQwen3.8 2.4T A95BhighLongCat 2.0mediumvsGPT 5.3 ChatnoneGemini 3.1 Flash Lite PreviewmediumvsGrok 4.6lowLongCat 2.0mediumvsGPT-5.6 TerralowClaude Sonnet 4.6nonevsLongCat 2.0medium