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Muse Wonder (low) vs Qwen3.8 MAX (medium)

Qwen3.8 MAX (medium) leads on average score with 9.2 vs 9.1. Qwen3.8 MAX (medium) has the lower benchmark cost at $1.181 vs $2.637. Muse Wonder (low) is faster at 16.00s vs 27.34s, with pass rates of 76.8% vs 81.2%.

Last updated at: 2026-10-13

Compared models

Rank
#38
Total Output Tokens
82,847
Response Time (avg)
16.00s
Total Cost
$2.637
Rank
#33
Total Output Tokens
104,596
Response Time (avg)
27.34s
Total Cost
$1.181
Recommended model Qwen3.8 MAX (medium)

It has the best score here (9.2), while costing about 2.2x less than Muse Wonder (low).

Detailed comparison

Metric Muse Wonder Muse Wonder low Release: 2026-10-13 Qwen3.8 MAX Qwen3.8 MAX medium Release: 2026-08-04
Score 9.1 9.2
Rank #38 #33
Reliability 9.7 10.0
Consistency 9.6 9.7
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 76.8% 81.2%
Flaky tests 1 1
Total Runs 69 69
Cost per result 15.512 5.266
Total Cost $2.637 $1.181
Input Price $4.000 / 1M $2.000 / 1M
Output Price $20.000 / 1M $6.000 / 1M
Cache Read Price $0.200 / 1M N/A
Cache Write Price N/A N/A
Total Input Tokens 244,997 276,512
Output Tokens 11,148 8,152
Reasoning Tokens 71,699 96,444
Response Time (avg) 16.00s 27.34s
Response Time (max) 83.98s 126.60s
Response Time (total) 367.91s 628.75s
Parameters ~1T total (~50B active) 2.4T total (~100B active)
Availability Closed Closed

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#38 Muse Wonder

low
Cost
$0.080
Time
28.1s
Tokens
4,067 tok

#33 Qwen3.8 MAX

medium
Cost
$0.028
Time
71.9s
Tokens
4,750 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Muse Wonder 10.0 10.0 100.0% 0 17.81s 7,401 1,050 15,813
Qwen3.8 MAX 10.0 10.0 100.0% 0 41.35s 7,893 430 23,804

Quick Compare

Switch Comparison Pair

Claude Sonnet 5.5maxvsQwen3.8 MAXmediumMuse WonderlowvsParetodefaultSeed 2.1 TurbohighvsMuse WonderlowClaude Haiku 5.5xhighvsMuse WonderlowMuse WonderlowvsGPT-5.3-CodexmediumMuse WonderlowvsQwen3.8 Max (0902)highClaude Haiku 5.5xhighvsQwen3.8 MAXmediumMuse Spark 1.3highvsQwen3.8 MAXmediumClaude Sonnet 5.5maxvsMuse WonderlowQwen3.8 MAXmediumvsParetodefaultSeed 2.1 TurbohighvsQwen3.8 MAXmediumMuse WonderlowvsGPT-5.5medium