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Muse Spark Open (xhigh) vs Qwen3.8 Max (0902) (medium)

The average score is effectively tied at 9.0 vs 9.0. Qwen3.8 Max (0902) (medium) has the lower benchmark cost at $1.096 vs $2.081. Qwen3.8 Max (0902) (medium) is faster at 30.42s vs 92.38s, with pass rates of 81.2% vs 84.1%.

Last updated at: 2026-10-16

Compared models

Rank
#44
Total Output Tokens
409,641
Response Time (avg)
92.38s
Total Cost
$2.081
Rank
#46
Total Output Tokens
92,998
Response Time (avg)
30.42s
Total Cost
$1.096
Recommended model Qwen3.8 Max (0902) (medium)

It has the best score here (9.0), while costing about 1.9x less than Muse Spark Open (xhigh).

Detailed comparison

Metric Muse Spark Open Muse Spark Open xhigh Release: 2026-10-15 Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium Release: 2026-09-07
Score 9.0 9.0
Rank #44 #46
Reliability 9.6 10.0
Consistency 8.3 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 81.2% 84.1%
Flaky tests 5 2
Total Runs 69 69
Cost per result 13.001 6.084
Total Cost $2.081 $1.096
Input Price $1.250 / 1M $2.000 / 1M
Output Price $4.250 / 1M $6.000 / 1M
Cache Read Price $0.150 / 1M $0.250 / 1M
Cache Write Price N/A $2.500 / 1M
Total Input Tokens 271,242 268,540
Output Tokens 11,803 7,499
Reasoning Tokens 397,838 85,499
Response Time (avg) 92.38s 30.42s
Response Time (max) 482.30s 168.09s
Response Time (total) 2124.67s 699.68s
Parameters 816B total (42B active) 2.4T total (~100B active)
Availability Weights available 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.

#44 Muse Spark Open

xhigh
Cost
$0.049
Time
244.5s
Tokens
11,567 tok

#46 Qwen3.8 Max (0902)

medium
Cost
$0.036
Time
108.3s
Tokens
5,980 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 Spark Open 10.0 10.0 100.0% 0 51.43s 8,478 1,796 53,029
Qwen3.8 Max (0902) 8.4 7.4 88.9% 1 45.74s 7,893 551 20,628

Quick Compare

Switch Comparison Pair

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