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Muse Spark 1.2 (high) vs Qwen3.8 Max (0902) (medium)

Qwen3.8 Max (0902) (medium) leads on average score with 9.0 vs 8.9. Qwen3.8 Max (0902) (medium) has the lower benchmark cost at $1.096 vs $2.018. Muse Spark 1.2 (high) is faster at 28.15s vs 30.42s, with pass rates of 75.4% vs 84.1%.

Last updated at: 2026-10-19

Compared models

Rank
#55
Total Output Tokens
392,846
Response Time (avg)
28.15s
Total Cost
$2.018
Rank
#47
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 1.8x less than Muse Spark 1.2 (high).

Detailed comparison

Metric Muse Spark 1.2 Muse Spark 1.2 high Release: 2026-08-06 Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium Release: 2026-09-07
Score 8.9 9.0
Rank #55 #47
Reliability 9.9 10.0
Consistency 8.4 9.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 75.4% 84.1%
Flaky tests 5 2
Total Runs 69 69
Cost per result 13.448 6.084
Total Cost $2.018 $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 277,967 268,540
Output Tokens 9,240 7,499
Reasoning Tokens 383,606 85,499
Response Time (avg) 28.15s 30.42s
Response Time (max) 192.00s 168.09s
Response Time (total) 647.40s 699.68s
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.

#55 Muse Spark 1.2

high
Cost
$0.057
Time
34.7s
Tokens
13,356 tok

#47 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 1.2 10.0 10.0 100.0% 0 22.24s 7,275 351 47,857
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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