- Rank
- #73
- Total Output Tokens
- 415,435
- Response Time (avg)
- 97.70s
- Total Cost
- $0.585
Muse Glimmer 30B (xhigh) vs Nemotron 3.5 Lightning (high)
Muse Glimmer 30B (xhigh) leads on average score with 8.4 vs 5.2. Nemotron 3.5 Lightning (high) has the lower benchmark cost at $0.168 vs $0.585. Nemotron 3.5 Lightning (high) is faster at 77.08s vs 97.70s, with pass rates of 71.0% vs 47.8%.
Compared models
- Rank
- #305
- Total Output Tokens
- 626,081
- Response Time (avg)
- 77.08s
- Total Cost
- $0.168
Recommended model
Muse Glimmer 30B (xhigh)
It has the strongest score in this comparison (8.4) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Muse Glimmer 30B Muse Glimmer 30B xhigh | Nemotron 3.5 Lightning Nemotron 3.5 Lightning high Free Available |
|---|---|---|
| Score | 8.4 | 5.2 |
| Rank | #73 | #305 |
| Reliability | 9.9 | 9.6 |
| Consistency | 8.6 | 5.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 47.8% |
| Flaky tests | 4 | 12 |
| Total Runs | 69 | 69 |
| Cost per result | 5.170 | 0.000 |
| Total Cost | $0.585 | $0.168 |
| Input Price | $0.300 / 1M | $0.060 / 1M |
| Output Price | $1.200 / 1M | $0.160 / 1M |
| Cache Read Price | $0.040 / 1M | $0.030 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 287,538 | 170,517 |
| Output Tokens | 118,266 | 149,968 |
| Reasoning Tokens | 346,758 | 509,725 |
| Response Time (avg) | 97.70s | 77.08s |
| Response Time (max) | 576.79s | 490.99s |
| Response Time (total) | 2247.18s | 1772.78s |
| Parameters | 30B | 30B total (3B active) |
| Availability | Open source | Weights available |
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.
#73 Muse Glimmer 30B
xhigh- Cost
- $0.007
- Time
- 94.6s
- Tokens
- 4,318 tok
#305 Nemotron 3.5 Lightning
high- Cost
- $0.000
- Time
- 92.8s
- Tokens
- 11,343 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 Lightning | 3.5 | 8.3 | 0.0% | 0 | 490.99s | 52,501 | 1,624 | 3,472 |
| 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 Lightning | 5.5 | 3.7 | 66.7% | 3 | 10.29s | 696 | 2,432 | 15,948 |
| 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 Lightning | 4.4 | 5.1 | 33.3% | 2 | 168.41s | 7,623 | 68,533 | 242,319 |
| 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 Lightning | 6.4 | 10.0 | 50.0% | 0 | 160.45s | 90,257 | 17,550 | 119,725 |
| 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 Lightning | 7.3 | 5.9 | 83.3% | 1 | 13.99s | 7,944 | 3,210 | 16,835 |
| 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 Lightning | 2.9 | 4.4 | 22.2% | 2 | 88.61s | 798 | 45,616 | 72,496 |
| 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 Lightning | 3.7 | 9.5 | 0.0% | 0 | 7.58s | 516 | 4,331 | 4,408 |
| 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 Lightning | 8.5 | 6.8 | 83.3% | 1 | 4.98s | 723 | 502 | 3,779 |
| 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 Lightning | 3.6 | 1.8 | 44.4% | 3 | 6.09s | 726 | 1,236 | 9,851 |
| 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 Lightning | 10.0 | 10.0 | 100.0% | 0 | 6.92s | 8,526 | 3,745 | 3,781 |
| 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 Lightning | 3.0 | 10.0 | 0.0% | 0 | 77.98s | 207 | 1,189 | 17,111 |
Quick Compare
Switch Comparison Pair
Muse Glimmer 30BxhighvsGPT-5 MinimediumMuse Glimmer 30BxhighvsQwen3.8 2.4T A95BlowLing 3.0 FlashnonevsNemotron 3.5 LightninghighFree AvailableGemini 3.1 Pro PreviewmediumvsMuse Glimmer 30BxhighNemotron 3.5 LightninghighFree AvailablevsInkling SmalllowFree AvailableMuse Glimmer 30BxhighvsInklinghighFree AvailableDeepSeek V4 Flash 0731highvsMuse Glimmer 30BxhighClaude Haiku 5.5maxvsMuse Glimmer 30BxhighMistral Small 4mediumvsNemotron 3.5 LightninghighFree AvailableMistral Small 4nonevsNemotron 3.5 LightninghighFree AvailableMuse Glimmer 30BxhighvsGLM 5.2highNemotron 3.5 LightninghighFree AvailablevsQwen3.6 35B A3Bnone