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Muse Wonder (high) vs Nemotron 3.5 Super VL (medium)

The average score is effectively tied at 7.7 vs 7.7. Nemotron 3.5 Super VL (medium) has the lower benchmark cost at $0.437 vs $3.426. Muse Wonder (high) is faster at 22.96s vs 84.94s, with pass rates of 66.7% vs 72.5%.

Last updated at: 2026-10-16

Compared models

Rank
#131
Total Output Tokens
152,440
Response Time (avg)
22.96s
Total Cost
$3.426
Rank
#134
Total Output Tokens
792,033
Response Time (avg)
84.94s
Total Cost
$0.437
Recommended model Nemotron 3.5 Super VL (medium)

It has the best score here (7.7), while costing about 7.8x less than Muse Wonder (high).

Detailed comparison

Metric Muse Wonder Muse Wonder high Release: 2026-10-13 Nemotron 3.5 Super VL Nemotron 3.5 Super VL medium Release: 2026-10-15 Free Available
Score 7.7 7.7
Rank #131 #134
Reliability 9.3 9.8
Consistency 9.6 8.3
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 66.7% 72.5%
Flaky tests 1 5
Total Runs 69 69
Cost per result 22.837 3.118
Total Cost $3.426 $0.437
Input Price $4.000 / 1M $0.150 / 1M
Output Price $20.000 / 1M $0.500 / 1M
Cache Read Price $0.200 / 1M $0.020 / 1M
Cache Write Price N/A N/A
Total Input Tokens 94,153 269,143
Output Tokens 9,606 6,833
Reasoning Tokens 142,834 785,200
Response Time (avg) 22.96s 84.94s
Response Time (max) 143.21s 527.47s
Response Time (total) 528.08s 1953.70s
Parameters ~1T total (~50B active) 120B total (12B active)
Availability Closed Open source

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.

#131 Muse Wonder

high
Cost
$0.199
Time
113.0s
Tokens
10,002 tok

#134 Nemotron 3.5 Super VL

medium
Cost
$0.004
Time
68.1s
Tokens
9,798 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 36.94s 7,401 1,392 35,716
Nemotron 3.5 Super VL 5.9 7.2 55.6% 1 278.59s 6,261 300 441,080

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