- Nafasi
- #88
- Jumla ya tokeni za matokeo
- 102,691
- Muda wa majibu (wastani)
- 22.71s
- Jumla ya gharama
- $1.585
Gemini 3.1 Pro Preview (medium) vs Qwen3.8 Max (0902) (low)
Qwen3.8 Max (0902) (low) inaongoza kwa average score: 8.6 vs 8.4. Qwen3.8 Max (0902) (low) ina gharama ya chini ya benchmark: $1.131 vs $1.585. Gemini 3.1 Pro Preview (medium) ni ya haraka zaidi: 22.71s vs 29.07s, na pass rates 89.9% vs 85.5%.
Modeli zilizolinganishwa
- Nafasi
- #78
- Jumla ya tokeni za matokeo
- 88,923
- Muda wa majibu (wastani)
- 29.07s
- Jumla ya gharama
- $1.131
Muundo unaopendekezwa
Qwen3.8 Max (0902) (low)
Ina alama ya juu zaidi katika ulinganisho huu (8.6) na uwiano bora zaidi wa gharama na muda wa kujibu kati ya modeli 2.
Ulinganisho wa kina
| Kipimo | Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium | Qwen3.8 Max (0902) Qwen3.8 Max (0902) low |
|---|---|---|
| Alama | 8.4 | 8.6 |
| Nafasi | #88 | #78 |
| Uaminifu | 9.8 | 10.0 |
| Uthabiti | 9.6 | 9.0 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 89.9% | 85.5% |
| Majaribio yasiyo thabiti | 1 | 3 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 7.924 | 6.283 |
| Jumla ya gharama | $1.585 | $1.131 |
| Bei ya ingizo | $2.000 / 1M | $2.000 / 1M |
| Bei ya toleo | $12.000 / 1M | $6.000 / 1M |
| Bei ya kusoma akiba | $0.200 / 1M | $0.250 / 1M |
| Bei ya kuandika akiba | $0.375 / 1M | $2.500 / 1M |
| Jumla ya tokeni za ingizo | 176,208 | 298,682 |
| Tokeni za matokeo | 6,093 | 8,374 |
| Tokeni za hoja | 96,598 | 80,549 |
| Muda wa majibu (wastani) | 22.71s | 29.07s |
| Muda wa majibu (upeo) | 88.68s | 207.79s |
| Muda wa majibu (jumla) | 386.11s | 668.66s |
| Vigezo | ~1.2T jumla (~20B vinavyotumika) | 2.4T jumla (~100B 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.
#88 Gemini 3.1 Pro Preview
medium- Gharama
- $0.115
- Muda
- 87.2s
- Tokeni
- 9,629 tok
#78 Qwen3.8 Max (0902)
low- Gharama
- $0.014
- Muda
- 41.2s
- Tokeni
- 2,421 tok
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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 4.7 | 1.6 | 66.7% | 1 | 56.17s | 83,912 | 861 | 4,592 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 136.04s | 194,728 | 2,052 | 11,006 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.90s | 498 | 112 | 3,218 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.72s | 984 | 212 | 1,854 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.9 | 9.9 | 66.7% | 0 | 40.17s | 8,124 | 435 | 41,247 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 37.42s | 8,127 | 485 | 17,404 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 9.8 | 10.0 | 100.0% | 0 | 40.39s | 67,910 | 3,687 | 23,111 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 113.88s | 74,767 | 4,562 | 29,335 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 7,265 | 279 | 3,904 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 9.94s | 7,938 | 261 | 2,254 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.7 | 10.0 | 66.7% | 0 | 20.29s | 644 | 18 | 11,704 | |
| Qwen3.8 Max (0902) | 5.3 | 7.2 | 44.4% | 1 | 34.93s | 1,014 | 45 | 13,881 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 11.77s | 490 | 108 | 1,179 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 8.91s | 594 | 120 | 820 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 621 | 72 | 2,236 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 855 | 90 | 866 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.90s | 570 | 235 | 3,128 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.49s | 930 | 275 | 1,248 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 23.15s | 6,018 | 274 | 982 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 8,463 | 249 | 126 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.27s | 156 | 12 | 1,297 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 13.28s | 282 | 23 | 1,755 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
Gemini 3.1 Pro PreviewmediumvsInklinghighInapatikana bureGemini 3.1 Pro PreviewmediumvsMuse Glimmer 30BxhighGemini 3.1 Pro PreviewmediumvsMuse Spark 1.1highGemini 3.1 Pro PreviewmediumvsQwen3.8 2.4T A95BlowGemini 3.1 Pro PreviewmediumvsNemotron 3.5 Super VLhighInapatikana bureQwen3.8 Max (0902)lowvsGrok 4.6highClaude Sonnet 5.5highvsQwen3.8 Max (0902)lowDeepSeek V4 Flash 0731highvsGemini 3.1 Pro PreviewmediumClaude Sonnet 5mediumvsQwen3.8 Max (0902)lowGemini 3.1 Pro PreviewmediumvsGLM 5.2highDeepSeek V4.1 FlashmaxvsQwen3.8 Max (0902)lowClaude Haiku 5.5maxvsGemini 3.1 Pro Previewmedium