- Nafasi
- #251
- Jumla ya tokeni za matokeo
- 299,456
- Muda wa majibu (wastani)
- 13.08s
- Jumla ya gharama
- $0.000
Ling 3.0 Flash (high) vs GPT-5.4 Mini
average score iko karibu sawa: 5.8 vs 5.7. Ling 3.0 Flash (high) ina gharama ya chini ya benchmark: $0.000 vs $0.170. GPT-5.4 Mini ni ya haraka zaidi: 3.34s vs 13.08s, na pass rates 60.9% vs 30.4%.
Modeli zilizolinganishwa
- Nafasi
- #255
- Jumla ya tokeni za matokeo
- 8,828
- Muda wa majibu (wastani)
- 3.34s
- Jumla ya gharama
- $0.170
Muundo unaopendekezwa
Ling 3.0 Flash (high)
It has the strongest score in this comparison (5.8) and the best overall balance of cost and response time across all 2 models.
Ulinganisho wa kina
| Kipimo | Ling 3.0 Flash Ling 3.0 Flash high | GPT-5.4 Mini GPT-5.4 Mini none |
|---|---|---|
| Alama | 5.8 | 5.7 |
| Nafasi | #251 | #255 |
| Uaminifu | 9.8 | 10.0 |
| Uthabiti | 8.6 | 9.3 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 60.9% | 30.4% |
| Majaribio yasiyo thabiti | 4 | 2 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 0.000 | 2.818 |
| Jumla ya gharama | $0.000 | $0.170 |
| Bei ya ingizo | $0.021 / 1M | $0.750 / 1M |
| Bei ya toleo | $0.063 / 1M | $4.500 / 1M |
| Jumla ya tokeni za ingizo | 132,044 | 172,438 |
| Tokeni za matokeo | 92,135 | 8,828 |
| Tokeni za hoja | 207,321 | 0 |
| Muda wa majibu (wastani) | 13.08s | 3.34s |
| Muda wa majibu (upeo) | 75.27s | 41.98s |
| Muda wa majibu (jumla) | 287.79s | 76.84s |
| Vigezo | 124B jumla (5.1B vinavyotumika) | ~400B jumla (~17B vinavyotumika) |
| Upatikanaji | Chanzo huria | Imefungwa |
Onyesho la kizazi cha modeli
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#251 Ling 3.0 Flash
high- Gharama
- $0.000
- Muda
- 30.7s
- Tokeni
- 10,576 tok
#255 GPT-5.4 Mini
none- Gharama
- $0.010
- Muda
- 11.7s
- Tokeni
- 2,151 tok
Modeli bora kwa alama
Alama dhidi ya gharama ya jumla
Muda wa majibu (wastani)
Alama vs Muda wa majibu (wastani)
Jumla ya tokeni za matokeo
Alama vs Jumla ya tokeni za matokeo
Mgawanyo wa kategoria
| Kazi za mawakala | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 42ms | 0 | 0 | 0 | |
| GPT-5.4 Mini | 5.0 | 10.0 | 0.0% | 0 | 41.98s | 93,362 | 930 | 0 |
| Mbinu za kupinga AI | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.26s | 750 | 1,127 | 3,129 | |
| GPT-5.4 Mini | 3.1 | 8.1 | 8.3% | 1 | 929ms | 606 | 654 | 0 |
| Uandishi wa msimbo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 6.7 | 5.0 | 66.7% | 2 | 14.85s | 8,298 | 15,602 | 32,152 | |
| GPT-5.4 Mini | 5.5 | 10.0 | 33.3% | 0 | 913ms | 7,305 | 401 | 0 |
| Mchanganyiko | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 2.9 | 6.0 | 16.7% | 1 | 50.41s | 103,841 | 28,377 | 80,872 | |
| GPT-5.4 Mini | 6.5 | 10.0 | 50.0% | 0 | 6.22s | 55,842 | 5,637 | 0 |
| Uchanganuzi na uchimbaji wa data | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 7.3 | 5.8 | 83.3% | 1 | 7.15s | 8,016 | 3,455 | 9,048 | |
| GPT-5.4 Mini | 10.0 | 10.0 | 100.0% | 0 | 1.30s | 7,140 | 222 | 0 |
| Mahususi kwa domeni | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 30.29s | 648 | 37,633 | 61,104 | |
| GPT-5.4 Mini | 3.6 | 7.2 | 22.2% | 1 | 1.31s | 732 | 106 | 0 |
| Akili ya jumla | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 5.0 | 10.0 | 0.0% | 0 | 2.98s | 546 | 63 | 344 | |
| GPT-5.4 Mini | 4.8 | 10.0 | 0.0% | 0 | 1.82s | 477 | 174 | 0 |
| Ufuataji wa maagizo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.85s | 744 | 402 | 2,031 | |
| GPT-5.4 Mini | 6.3 | 10.0 | 50.0% | 0 | 728ms | 660 | 101 | 0 |
| Utatuzi wa mafumbo | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.33s | 747 | 753 | 4,623 | |
| GPT-5.4 Mini | 5.4 | 10.0 | 33.3% | 0 | 836ms | 642 | 305 | 0 |
| Mwito wa zana | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.47s | 8,226 | 322 | 527 | |
| GPT-5.4 Mini | 3.0 | 10.0 | 0.0% | 0 | 2.32s | 5,477 | 255 | 0 |
| Maarifa ya jumla | Alama | Uthabiti | Kiwango cha kupita kwa kila jaribio | Majaribio yasiyo thabiti | Majaribio sahihi | Muda wa majibu (wastani) | Tokeni za ingizo | Tokeni za matokeo | Tokeni za hoja |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 24.35s | 228 | 4,401 | 13,491 | |
| GPT-5.4 Mini | 3.0 | 10.0 | 0.0% | 0 | 1.33s | 195 | 43 | 0 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
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