- Nafasi
- #41
- Jumla ya tokeni za matokeo
- 34,224
- Muda wa majibu (wastani)
- 7.72s
- Jumla ya gharama
- $1.639
Muse Wonder (minimal) vs Qwen3.8 Max (0902) (medium)
Muse Wonder (minimal) inaongoza kwa average score: 9.1 vs 9.0. Qwen3.8 Max (0902) (medium) ina gharama ya chini ya benchmark: $1.096 vs $1.639. Muse Wonder (minimal) ni ya haraka zaidi: 7.72s vs 30.42s, na pass rates 76.8% vs 84.1%.
Modeli zilizolinganishwa
- Nafasi
- #43
- Jumla ya tokeni za matokeo
- 92,998
- Muda wa majibu (wastani)
- 30.42s
- Jumla ya gharama
- $1.096
Muundo unaopendekezwa
Muse Wonder (minimal)
It has the best score here (9.1), while responding about 3.9x faster than Qwen3.8 Max (0902) (medium).
Ulinganisho wa kina
| Kipimo | Muse Wonder Muse Wonder minimal | Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium |
|---|---|---|
| Alama | 9.1 | 9.0 |
| Nafasi | #41 | #43 |
| Uaminifu | 9.7 | 10.0 |
| Uthabiti | 9.3 | 9.3 |
| Majaribio | 69/69 | 69/69 |
| Majaribio sahihi | ||
| Kiwango cha kupita kwa kila jaribio | 76.8% | 84.1% |
| Majaribio yasiyo thabiti | 2 | 2 |
| Jumla ya uendeshaji | 69 | 69 |
| Gharama kwa matokeo | 9.639 | 6.084 |
| Jumla ya gharama | $1.639 | $1.096 |
| Bei ya ingizo | $4.000 / 1M | $2.000 / 1M |
| Bei ya toleo | $20.000 / 1M | $6.000 / 1M |
| Bei ya kusoma akiba | $0.200 / 1M | $0.250 / 1M |
| Bei ya kuandika akiba | Haipo | $2.500 / 1M |
| Jumla ya tokeni za ingizo | 238,532 | 268,540 |
| Tokeni za matokeo | 9,812 | 7,499 |
| Tokeni za hoja | 24,412 | 85,499 |
| Muda wa majibu (wastani) | 7.72s | 30.42s |
| Muda wa majibu (upeo) | 42.89s | 168.09s |
| Muda wa majibu (jumla) | 177.57s | 699.68s |
| Vigezo | ~1T jumla (~50B 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.
#41 Muse Wonder
minimal- Gharama
- $0.048
- Muda
- 15.1s
- Tokeni
- 2,488 tok
#43 Qwen3.8 Max (0902)
medium- Gharama
- $0.036
- Muda
- 108.3s
- Tokeni
- 5,980 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 42.89s | 136,213 | 2,145 | 1,352 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 127.50s | 172,217 | 1,538 | 10,782 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 2.94s | 786 | 230 | 1,575 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.03s | 672 | 295 | 2,003 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 6.86s | 7,401 | 809 | 7,336 | |
| Qwen3.8 Max (0902) | 8.4 | 7.4 | 88.9% | 1 | 45.74s | 7,893 | 551 | 20,628 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 16.14s | 74,966 | 4,993 | 4,072 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 94.38s | 68,852 | 3,895 | 24,303 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 3.31s | 7,053 | 240 | 1,074 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 10.54s | 7,782 | 261 | 2,591 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 5.3 | 7.2 | 44.4% | 1 | 15.00s | 864 | 476 | 6,965 | |
| Qwen3.8 Max (0902) | 3.6 | 7.2 | 22.2% | 1 | 49.45s | 780 | 44 | 19,572 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 2.57s | 519 | 96 | 390 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 7.56s | 516 | 202 | 689 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 6.5 | 10.0 | 50.0% | 0 | 1.39s | 408 | 36 | 333 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.24s | 699 | 90 | 886 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 5.3 | 7.2 | 44.4% | 1 | 1.36s | 317 | 92 | 530 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.89s | 696 | 353 | 1,599 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 4.86s | 9,780 | 653 | 156 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.93s | 8,229 | 249 | 194 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 3.0 | 10.0 | 0.0% | 0 | 4.17s | 225 | 42 | 629 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 17.01s | 204 | 21 | 2,252 |
Ulinganisho wa haraka
Badilisha jozi ya ulinganisho
Seed 2.1 TurbohighvsMuse WonderminimalMuse WonderminimalvsParetodefaultGemini 3.5 FlashlowvsQwen3.8 Max (0902)mediumGemini 3.5 Flash LitehighvsQwen3.8 Max (0902)mediumClaude Haiku 5.5xhighvsMuse WonderminimalMuse WonderminimalvsGPT-5.3-CodexmediumMuse WonderminimalvsQwen3.8 Max (0902)highClaude Opus 5lowvsQwen3.8 Max (0902)mediumGemini 3.5 FlashlowvsMuse WonderminimalGemini 3.6 FlashlowvsQwen3.8 Max (0902)mediumQwen3.8 Max (0902)mediumvsGLM 5.3 FlashmaxSeed 2.1 TurbohighvsQwen3.8 Max (0902)medium