Muse Spark 1.1 (low) vs Qwen3.7 Max (medium)

Compared models

Recommended model Muse Spark 1.1 (low)

It has the best score here (8.6), while costing about 2.3x less than Qwen3.7 Max (medium).

Metric	Muse Spark 1.1 Muse Spark 1.1 low Release: 2026-07-16	Qwen3.7 Max Qwen3.7 Max medium Release: 2026-05-22

Metric	Muse Spark 1.1 Muse Spark 1.1 low Release: 2026-07-16	Qwen3.7 Max Qwen3.7 Max medium Release: 2026-05-22
Score	8.6	8.5
Rank	#60	#67
Reliability	10.0	10.0
Consistency	8.6	8.7
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	72.5%	85.5%
Flaky tests	4	4
Total Runs	69	69
Cost per result	6.318	12.033
Total Cost	$0.885	$2.046
Input Price	$1.250 / 1M	$1.475 / 1M
Output Price	$4.250 / 1M	$4.425 / 1M
Total Input Tokens	291,368	367,848
Output Tokens	13,469	8,753
Reasoning Tokens	108,952	250,279
Response Time (avg)	13.21s	48.35s
Response Time (max)	54.15s	556.06s
Response Time (total)	303.92s	1112.11s
Parameters	~1T total (~50B active)	~1T total (~40B active)
Availability	Closed	Closed

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

low

medium

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		42.23s	149,490	2,436	3,496
Qwen3.7 Max	6.1	3.1	66.7%	1		137.00s	261,819	3,005	29,925

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	7.9	6.3	83.3%	2		4.36s	2,334	621	6,040
Qwen3.7 Max	10.0	10.0	100.0%	0		6.36s	672	222	8,742

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		10.34s	8,562	394	14,503
Qwen3.7 Max	10.0	10.0	100.0%	0		35.31s	7,893	423	34,808

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	6.6	9.1	50.0%	0		29.45s	103,652	8,010	17,369
Qwen3.7 Max	8.7	6.9	83.3%	1		287.83s	78,594	3,985	96,450

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		3.22s	7,827	240	2,074
Qwen3.7 Max	10.0	10.0	100.0%	0		8.80s	7,782	270	6,254

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	3.6	7.2	22.2%	1		32.99s	1,596	421	48,038
Qwen3.7 Max	4.1	4.4	44.5%	2		52.45s	780	61	41,143

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	10.0	10.0	100.0%	0		4.12s	906	131	1,125
Qwen3.7 Max	10.0	10.0	100.0%	0		11.70s	516	135	4,457

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	7.3	6.0	83.3%	1		5.42s	1,527	252	4,246
Qwen3.7 Max	10.0	10.0	100.0%	0		7.46s	699	102	5,452

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	8.3	10.0	66.7%	0		6.60s	1,938	391	7,503
Qwen3.7 Max	10.0	10.0	100.0%	0		8.84s	696	259	8,908

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	9.8	10.0	100.0%	0		5.98s	12,924	533	1,012
Qwen3.7 Max	10.0	10.0	100.0%	0		6.63s	8,193	267	1,220

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
Muse Spark 1.1	3.0	10.0	0.0%	0		8.17s	612	40	3,546
Qwen3.7 Max	3.0	10.0	0.0%	0		33.37s	204	24	12,920

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