- Nafasi
- #112
- Jumla ya tokeni za matokeo
- 577,214
- Muda wa majibu (wastani)
- 94.16s
- Jumla ya gharama
- $0.464
DeepSeek V4 Flash 0731 (medium) vs Ling 3.1 Flash (high)
Ling 3.1 Flash (high) inaongoza kwa average score: 7.9 vs 7.8. Ling 3.1 Flash (high) ina gharama ya chini ya benchmark: $0.000 vs $0.464. Ling 3.1 Flash (high) ni ya haraka zaidi: 87.39s vs 94.16s, na pass rates 72.5% vs 69.6%.
Modeli zilizolinganishwa
- Nafasi
- #105
- Jumla ya tokeni za matokeo
- 687,692
- Muda wa majibu (wastani)
- 87.39s
- Jumla ya gharama
- $0.000
Muundo unaopendekezwa
DeepSeek V4 Flash 0731 (medium)
It has the best overall balance of score, reliability, cost, and response time in this comparison.
Ulinganisho wa kina
| Kipimo | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 medium | Ling 3.1 Flash Ling 3.1 Flash high |
|---|---|---|
| Alama | 7.8 | 7.9 |
| Nafasi | #112 | #105 |
| Uaminifu | 10.0 | 9.8 |
| Uthabiti | 7.2 | 9.3 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 72.5% | 69.6% |
| Majaribio yasiyo thabiti | 8 | 2 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 1.176 | 0.000 |
| Jumla ya gharama | $0.464 | $0.000 |
| Bei ya ingizo | $0.018 / 1M | $0.000 / 1M |
| Bei ya toleo | $1.280 / 1M | $0.000 / 1M |
| Bei ya kusoma akiba | $0.018 / 1M | Haipo |
| Bei ya kuandika akiba | Haipo | Haipo |
| Jumla ya tokeni za ingizo | 274,189 | 324,691 |
| Tokeni za matokeo | 66,689 | 181,251 |
| Tokeni za hoja | 510,525 | 506,441 |
| Muda wa majibu (wastani) | 94.16s | 87.39s |
| Muda wa majibu (upeo) | 303.26s | 665.85s |
| Muda wa majibu (jumla) | 2165.72s | 2010.08s |
| Vigezo | 284B jumla (13B vinavyotumika) | 560B jumla (25B vinavyotumika) |
| Upatikanaji | Imefungwa | Imefungwa |
Bei za akiba zinahusu tokeni za ingizo. Kusoma hutumia tena maelekezo yaliyohifadhiwa; kuandika huyahifadhi na kunaweza kuongeza gharama. Tokeni za matokeo hutumia bei ya matokeo.
Onyesho la kizazi cha modeli
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#112 DeepSeek V4 Flash 0731
medium- Gharama
- $0.004
- Muda
- 93.3s
- Tokeni
- 13,252 tok
#105 Ling 3.1 Flash
high- Gharama
- $0.000
- Muda
- 181.1s
- Tokeni
- 21,073 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 303.26s | 184,370 | 8,291 | 18,068 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 87.42s | 204,838 | 9,381 | 8,546 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.2 | 7.9 | 83.3% | 1 | 17.95s | 698 | 2,101 | 6,715 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.44s | 750 | 1,219 | 3,505 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.4 | 4.4 | 77.8% | 2 | 198.78s | 6,032 | 4,109 | 160,154 | |
| Ling 3.1 Flash | 8.2 | 7.2 | 88.9% | 1 | 83.41s | 8,298 | 17,470 | 54,626 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 7.3 | 5.8 | 83.3% | 1 | 150.58s | 65,118 | 40,110 | 97,296 | |
| Ling 3.1 Flash | 6.3 | 10.0 | 50.0% | 0 | 351.19s | 90,556 | 44,145 | 153,951 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 5.21s | 7,290 | 287 | 1,519 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 17.38s | 8,016 | 1,517 | 3,710 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 2.9 | 7.2 | 11.1% | 1 | 203.11s | 592 | 9,333 | 154,069 | |
| Ling 3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 222.88s | 837 | 94,527 | 212,965 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.1 | 3.1 | 66.7% | 1 | 12.16s | 471 | 66 | 1,589 | |
| Ling 3.1 Flash | 3.9 | 9.4 | 0.0% | 0 | 7.82s | 546 | 38 | 2,140 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.5 | 6.8 | 83.3% | 1 | 2.42s | 706 | 109 | 580 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.31s | 744 | 349 | 1,746 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.2 | 7.3 | 88.9% | 1 | 65.12s | 594 | 1,530 | 66,970 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 37.46s | 747 | 5,017 | 29,548 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 4.41s | 8,178 | 374 | 152 | |
| Ling 3.1 Flash | 2.8 | 2.1 | 33.3% | 1 | 38.25s | 9,131 | 2,943 | 9,161 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 56.64s | 140 | 379 | 3,413 | |
| Ling 3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 81.83s | 228 | 4,645 | 26,543 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
DeepSeek V4 Flash 0731mediumvsGrok 4.5lowLing 3.1 FlashhighvsMiMo-V2.6-FlashmediumDeepSeek V4 Flash 0731mediumvsQwen3.7 PlusnoneLing 3.1 FlashhighvsGrok 4.5mediumGemini 3.5 FlashmediumvsLing 3.1 FlashhighLing 3.1 FlashhighvsStep 3.7 FlashmediumLing 3.1 FlashhighvsGrok 4.6mediumDeepSeek V4 Flash 0731mediumvsGLM 5.3highLing 3.1 FlashhighvsQwen3.7 MaxnoneDeepSeek V4 Flash 0731mediumvsGPT-6 LunahighDeepSeek V4 Flash 0731mediumvsMuse Glimmer 30BhighLing 3.1 FlashhighvsQwen3.7 Plusnone