- Rank
- #84
- Total Output Tokens
- 415,435
- Response Time (avg)
- 97.70s
- Total Cost
- $0.585
Muse Glimmer 30B (xhigh) vs Nemotron 3.5 Super VL (high)
The average score is effectively tied at 8.4 vs 8.4. Nemotron 3.5 Super VL (high) has the lower benchmark cost at $0.349 vs $0.585. Nemotron 3.5 Super VL (high) is faster at 49.88s vs 97.70s, with pass rates of 71.0% vs 82.6%.
Compared models
- Rank
- #81
- Total Output Tokens
- 608,283
- Response Time (avg)
- 49.88s
- Total Cost
- $0.349
Recommended model
Nemotron 3.5 Super VL (high)
It has the best score here (8.4), while costing about 1.7x less than Muse Glimmer 30B (xhigh).
Detailed comparison
| Metric | Muse Glimmer 30B Muse Glimmer 30B xhigh | Nemotron 3.5 Super VL Nemotron 3.5 Super VL high Free Available |
|---|---|---|
| Score | 8.4 | 8.4 |
| Rank | #84 | #81 |
| Reliability | 9.9 | 9.9 |
| Consistency | 8.6 | 8.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 82.6% |
| Flaky tests | 4 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 5.170 | 2.324 |
| Total Cost | $0.585 | $0.349 |
| Input Price | $0.300 / 1M | $0.150 / 1M |
| Output Price | $1.200 / 1M | $0.500 / 1M |
| Cache Read Price | $0.040 / 1M | $0.020 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 287,538 | 296,001 |
| Output Tokens | 118,266 | 8,105 |
| Reasoning Tokens | 346,758 | 600,178 |
| Response Time (avg) | 97.70s | 49.88s |
| Response Time (max) | 576.79s | 310.51s |
| Response Time (total) | 2247.18s | 1147.24s |
| Parameters | 30B | 120B total (12B active) |
| Availability | Open source | 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.
#84 Muse Glimmer 30B
xhigh- Cost
- $0.007
- Time
- 94.6s
- Tokens
- 4,318 tok
#81 Nemotron 3.5 Super VL
high- Cost
- $0.005
- Time
- 25.6s
- Tokens
- 9,076 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 145.06s | 176,608 | 1,893 | 16,287 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 112.72s | 181,991 | 1,564 | 9,403 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 13.01s | 822 | 9,982 | 12,542 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 6.75s | 696 | 178 | 3,733 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 105.91s | 7,428 | 18,697 | 63,334 | |
| Nemotron 3.5 Super VL | 8.4 | 7.4 | 88.9% | 1 | 59.18s | 7,623 | 352 | 133,374 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 6.0 | 2.7 | 66.7% | 2 | 272.74s | 82,932 | 21,229 | 77,043 | |
| Nemotron 3.5 Super VL | 7.3 | 5.8 | 83.3% | 1 | 183.49s | 86,115 | 5,038 | 61,085 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 19.84s | 7,071 | 6,535 | 10,689 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 3.65s | 7,944 | 250 | 5,488 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 2.9 | 7.2 | 11.1% | 1 | 142.55s | 894 | 43,561 | 77,204 | |
| Nemotron 3.5 Super VL | 4.1 | 4.4 | 44.5% | 2 | 113.75s | 790 | 22 | 362,061 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 5.5 | 10.0 | 0.0% | 0 | 7.41s | 528 | 1,928 | 2,060 | |
| Nemotron 3.5 Super VL | 6.5 | 3.4 | 66.7% | 1 | 14.34s | 516 | 75 | 2,621 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 8.4 | 6.9 | 83.3% | 1 | 8.90s | 771 | 2,420 | 4,507 | |
| Nemotron 3.5 Super VL | 8.5 | 6.8 | 83.3% | 1 | 6.10s | 723 | 75 | 2,466 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 7.8 | 9.3 | 66.7% | 0 | 199.67s | 695 | 10,241 | 60,935 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 726 | 225 | 6,843 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 8.08s | 9,555 | 383 | 1,566 | |
| Nemotron 3.5 Super VL | 10.0 | 10.0 | 100.0% | 0 | 35.56s | 8,670 | 273 | 996 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 3.0 | 10.0 | 0.0% | 0 | 87.23s | 234 | 1,397 | 20,591 | |
| Nemotron 3.5 Super VL | 3.0 | 10.0 | 0.0% | 0 | 39.39s | 207 | 53 | 12,108 |
Quick Compare
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