- Rank
- #115
- Total Output Tokens
- 180,687
- Response Time (avg)
- 33.97s
- Total Cost
- $0.353
Muse Glimmer 30B (medium) vs Grok 4.5 (low)
Grok 4.5 (low) leads on average score with 7.8 vs 7.7. Muse Glimmer 30B (medium) has the lower benchmark cost at $0.353 vs $1.345. Grok 4.5 (low) is faster at 18.14s vs 33.97s, with pass rates of 65.2% vs 73.9%.
Compared models
- Rank
- #109
- Total Output Tokens
- 121,415
- Response Time (avg)
- 18.14s
- Total Cost
- $1.345
Recommended model
Muse Glimmer 30B (medium)
Its score stays close to the best score here (7.7 vs 7.8), while costing about 3.8x less than Grok 4.5 (low).
Detailed comparison
| Metric | Muse Glimmer 30B Muse Glimmer 30B medium | Grok 4.5 Grok 4.5 low |
|---|---|---|
| Score | 7.7 | 7.8 |
| Rank | #115 | #109 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 65.2% | 73.9% |
| Flaky tests | 6 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 2.935 | 8.404 |
| Total Cost | $0.353 | $1.345 |
| Input Price | $0.350 / 1M | $2.000 / 1M |
| Output Price | $1.500 / 1M | $6.000 / 1M |
| Total Input Tokens | 269,497 | 308,068 |
| Output Tokens | 34,935 | 9,218 |
| Reasoning Tokens | 145,752 | 112,197 |
| Response Time (avg) | 33.97s | 18.14s |
| Response Time (max) | 181.08s | 205.28s |
| Response Time (total) | 781.36s | 417.21s |
| Parameters | 30B | ~1.7T total (~170B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#115 Muse Glimmer 30B
medium- Cost
- $0.003
- Time
- 31.9s
- Tokens
- 1,845 tok
#109 SpaceXAI: Grok 4.5
low- Cost
- $0.011
- Time
- 12.4s
- Tokens
- 2,018 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
| 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 | 107.36s | 152,984 | 1,870 | 10,743 | |
| Grok 4.5 | 5.0 | 10.0 | 0.0% | 0 | 61.53s | 182,463 | 1,713 | 4,213 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 9.2 | 8.4 | 91.7% | 1 | 7.36s | 810 | 1,183 | 5,164 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 2,991 | 261 | 3,000 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 8.4 | 7.8 | 77.8% | 1 | 33.67s | 7,419 | 4,662 | 20,605 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 13.72s | 9,579 | 303 | 15,641 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 6.5 | 10.0 | 50.0% | 0 | 76.48s | 88,472 | 4,448 | 29,477 | |
| Grok 4.5 | 6.5 | 10.0 | 50.0% | 0 | 12.75s | 82,028 | 6,031 | 3,583 |
| 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 | 7.3 | 5.9 | 83.3% | 1 | 7.20s | 7,065 | 2,570 | 3,513 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 3.44s | 8,937 | 225 | 2,549 |
| 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 | 44.62s | 885 | 10,588 | 25,769 | |
| Grok 4.5 | 2.9 | 7.2 | 11.1% | 1 | 77.09s | 2,523 | 14 | 71,813 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 4.7 | 9.8 | 0.0% | 0 | 5.16s | 525 | 1,312 | 1,379 | |
| Grok 4.5 | 6.1 | 3.1 | 66.7% | 1 | 4.88s | 1,077 | 98 | 1,253 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 9.8 | 10.0 | 100.0% | 0 | 5.34s | 765 | 1,206 | 2,359 | |
| Grok 4.5 | 9.8 | 10.0 | 100.0% | 0 | 2.80s | 1,857 | 57 | 1,878 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 6.0 | 4.6 | 66.7% | 2 | 64.73s | 795 | 6,278 | 39,397 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 3.20s | 2,430 | 217 | 2,590 |
| 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 | 5.64s | 9,546 | 320 | 839 | |
| Grok 4.5 | 10.0 | 10.0 | 100.0% | 0 | 5.83s | 13,394 | 284 | 871 |
| 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 | 26.69s | 231 | 498 | 6,507 | |
| Grok 4.5 | 3.0 | 10.0 | 0.0% | 0 | 13.98s | 789 | 15 | 4,806 |
Quick Compare
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