- Peringkat
- #81
- Total token output
- 648,854
- Waktu respons (rata-rata)
- 88.74s
- Total Biaya
- $0.000
Ling 3.1 Flash (medium) vs Inkling (high)
Inkling (high) unggul dalam skor rata-rata dengan 8.4 vs 8.3. Ling 3.1 Flash (medium) memiliki biaya benchmark lebih rendah di $0.000 vs $1.238. Inkling (high) lebih cepat di 62.72s vs 88.74s, dengan tingkat keberhasilan 71.0% vs 78.3%.
Model yang Dibandingkan
- Peringkat
- #72
- Total token output
- 249,242
- Waktu respons (rata-rata)
- 62.72s
- Total Biaya
- $1.238
Model yang direkomendasikan
Inkling (high)
It has the strongest score in this comparison (8.4) and the best overall balance of cost and response time across all 2 models.
Perbandingan terperinci
| Metrik | Ling 3.1 Flash Ling 3.1 Flash medium | Inkling Inkling high Tersedia gratis |
|---|---|---|
| Skor | 8.3 | 8.4 |
| Peringkat | #81 | #72 |
| Keandalan | 9.6 | 10.0 |
| Konsistensi | 8.8 | 9.0 |
| Percobaan | 69/69 | 69/69 |
| Tes benar | ||
| Tingkat lulus per percobaan | 71.0% | 78.3% |
| Tes tidak stabil | 3 | 3 |
| Total Run | 69 | 69 |
| Biaya per hasil | 0.000 | 7.812 |
| Total Biaya | $0.000 | $1.238 |
| Harga input | $0.000 / 1M | $0.950 / 1M |
| Harga output | $0.000 / 1M | $4.050 / 1M |
| Harga baca cache | T/A | $0.160 / 1M |
| Harga tulis cache | T/A | T/A |
| Total token input | 369,495 | 240,395 |
| Token output | 172,852 | 7,169 |
| Token penalaran | 476,002 | 242,073 |
| Waktu respons (rata-rata) | 88.74s | 62.72s |
| Waktu respons (maks) | 567.88s | 327.51s |
| Waktu respons (total) | 2041.10s | 1442.48s |
| Parameter | 560B total (25B aktif) | 975B total (41B aktif) |
| Ketersediaan | Tertutup | Sumber terbuka |
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.
#81 Ling 3.1 Flash
medium- Biaya
- $0.000
- Waktu
- 101.1s
- Token
- 11,607 tok
#72 Thinking Machines: Inkling
high- Biaya
- $0.005
- Waktu
- 32.2s
- Token
- 1,275 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 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 100.10s | 233,792 | 12,506 | 12,249 | |
| Inkling | 10.0 | 10.0 | 100.0% | 0 | 66.01s | 153,640 | 1,112 | 11,503 |
| 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 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.24s | 750 | 1,152 | 3,396 | |
| Inkling | 10.0 | 10.0 | 100.0% | 0 | 12.68s | 702 | 455 | 7,204 |
| Pemrograman | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 87.15s | 8,298 | 19,577 | 62,002 | |
| Inkling | 8.5 | 10.0 | 66.7% | 0 | 148.36s | 7,374 | 430 | 78,982 |
| Gabungan | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 6.6 | 9.1 | 50.0% | 0 | 306.46s | 106,402 | 26,806 | 100,471 | |
| Inkling | 7.3 | 5.8 | 83.3% | 1 | 63.78s | 61,296 | 3,854 | 19,895 |
| 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 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 20.92s | 8,016 | 1,334 | 3,754 | |
| Inkling | 10.0 | 10.0 | 100.0% | 0 | 8.19s | 7,068 | 216 | 2,349 |
| Spesifik domain | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 2.9 | 7.2 | 11.1% | 1 | 262.25s | 837 | 100,307 | 228,869 | |
| Inkling | 7.7 | 10.0 | 66.7% | 0 | 174.68s | 692 | 61 | 86,556 |
| Kecerdasan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 5.3 | 10.0 | 0.0% | 0 | 7.28s | 546 | 152 | 1,820 | |
| Inkling | 10.0 | 10.0 | 100.0% | 0 | 6.53s | 501 | 182 | 1,151 |
| Kepatuhan instruksi | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 9.8 | 10.0 | 100.0% | 0 | 3.57s | 744 | 323 | 1,317 | |
| Inkling | 9.8 | 10.0 | 100.0% | 0 | 7.00s | 708 | 93 | 2,098 |
| 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 3.1 Flash | 8.2 | 7.2 | 88.9% | 1 | 42.32s | 747 | 5,455 | 40,080 | |
| Inkling | 6.9 | 4.9 | 77.8% | 2 | 10.69s | 714 | 429 | 4,623 |
| Pemanggilan alat | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 2.8 | 2.1 | 33.3% | 1 | 47.17s | 9,135 | 3,850 | 12,018 | |
| Inkling | 3.0 | 10.0 | 0.0% | 0 | 6.52s | 7,481 | 307 | 601 |
| Pengetahuan umum | Skor | Konsistensi | Tingkat lulus per percobaan | Tes tidak stabil | Tes benar | Waktu respons (rata-rata) | Token input | Token output | Token penalaran |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 32.55s | 228 | 1,390 | 10,026 | |
| Inkling | 3.0 | 10.0 | 0.0% | 0 | 153.57s | 219 | 30 | 27,111 |
Perbandingan Cepat
Ganti Pasangan Perbandingan
Ling 3.1 FlashmediumvsGrok 4.5highGemini 3.1 Pro PreviewmediumvsInklinghighTersedia gratisMuse Glimmer 30BxhighvsInklinghighTersedia gratisGPT-5 MinimediumvsInklinghighTersedia gratisQwen3.8 2.4T A95BlowvsInklinghighTersedia gratisLing 3.1 FlashmediumvsKimi K3maxGemini 3.5 FlashhighvsLing 3.1 FlashmediumLing 3.1 FlashmediumvsGPT-5.6 TerrahighKimi K3maxvsInklinghighTersedia gratisLing 3.1 FlashmediumvsGLM 5.2highQwen3.7 MaxmediumvsInklinghighTersedia gratisClaude Sonnet 5mediumvsInklinghighTersedia gratis