- Rank
- #139
- Total Output Tokens
- 181,988
- Response Time (avg)
- 34.40s
- Total Cost
- $4.012
Muse Wonder (xhigh) vs Nemotron 3.5 Super VL (medium)
Nemotron 3.5 Super VL (medium) leads on average score with 7.7 vs 7.7. Nemotron 3.5 Super VL (medium) has the lower benchmark cost at $0.437 vs $4.012. Muse Wonder (xhigh) is faster at 34.40s vs 84.94s, with pass rates of 65.2% vs 72.5%.
Compared models
- 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 9.2x less than Muse Wonder (xhigh).
Detailed comparison
| Metric | Muse Wonder Muse Wonder xhigh | Nemotron 3.5 Super VL Nemotron 3.5 Super VL medium Free Available |
|---|---|---|
| Score | 7.7 | 7.7 |
| Rank | #139 | #134 |
| Reliability | 9.1 | 9.8 |
| Consistency | 9.3 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 65.2% | 72.5% |
| Flaky tests | 2 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 28.658 | 3.118 |
| Total Cost | $4.012 | $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 | 93,060 | 269,143 |
| Output Tokens | 10,305 | 6,833 |
| Reasoning Tokens | 171,683 | 785,200 |
| Response Time (avg) | 34.40s | 84.94s |
| Response Time (max) | 236.64s | 527.47s |
| Response Time (total) | 791.16s | 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.
#139 Muse Wonder
xhigh- Cost
- $0.266
- Time
- 95.4s
- Tokens
- 13,379 tok
#134 Nemotron 3.5 Super VL
medium- Cost
- $0.004
- Time
- 68.1s
- Tokens
- 9,798 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 3.0 | 10.0 | 0.0% | 0 | 525ms | 0 | 0 | 0 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 113.57s | 167,096 | 1,566 | 8,445 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 8.3 | 10.0 | 75.0% | 0 | 6.04s | 594 | 399 | 4,619 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 5.94s | 696 | 201 | 5,760 |
| 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 | 40.90s | 7,401 | 1,639 | 46,235 | |
| Nemotron 3.5 Super VL | 5.9 | 7.2 | 55.6% | 1 | 278.59s | 6,261 | 300 | 441,080 |
| Combined | 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 | 51.45s | 66,337 | 5,378 | 33,573 | |
| Nemotron 3.5 Super VL | 6.4 | 5.8 | 66.7% | 1 | 112.20s | 75,514 | 3,686 | 45,873 |
| Data parsing and extraction | 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 | 6.90s | 7,053 | 470 | 4,532 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 6.69s | 7,944 | 255 | 6,694 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 3.6 | 7.2 | 22.2% | 1 | 150.71s | 497 | 1,078 | 66,033 | |
| Nemotron 3.5 Super VL | 3.6 | 7.2 | 22.2% | 1 | 196.68s | 790 | 29 | 249,296 |
| General Intelligence | 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 | 5.77s | 519 | 227 | 1,516 | |
| Nemotron 3.5 Super VL | 6.5 | 3.4 | 66.7% | 1 | 12.72s | 516 | 120 | 1,837 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 6.5 | 10.0 | 50.0% | 0 | 2.64s | 408 | 117 | 1,594 | |
| Nemotron 3.5 Super VL | 9.9 | 10.0 | 100.0% | 0 | 4.34s | 723 | 75 | 2,554 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 5.3 | 10.0 | 33.3% | 0 | 3.53s | 246 | 222 | 1,878 | |
| Nemotron 3.5 Super VL | 8.2 | 7.7 | 77.8% | 1 | 11.82s | 726 | 265 | 8,130 |
| Tool Calling | 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 | 27.97s | 9,780 | 565 | 6,323 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 36.33s | 8,670 | 284 | 1,110 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Wonder | 2.8 | 1.6 | 33.3% | 1 | 25.37s | 225 | 210 | 5,380 | |
| Nemotron 3.5 Super VL | 3.0 | 10.0 | 0.0% | 0 | 59.55s | 207 | 52 | 14,421 |
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