- Rank
- #112
- Total Output Tokens
- 388,743
- Response Time (avg)
- 69.87s
- Total Cost
- $0.625
Muse Glimmer 30B (high) vs Grok 4.6 (medium)
Grok 4.6 (medium) leads on average score with 7.8 vs 7.7. Muse Glimmer 30B (high) has the lower benchmark cost at $0.625 vs $2.270. Muse Glimmer 30B (high) is faster at 69.87s vs 74.77s, with pass rates of 66.7% vs 78.3%.
Compared models
- Rank
- #107
- Total Output Tokens
- 266,197
- Response Time (avg)
- 74.77s
- Total Cost
- $2.270
Recommended model
Muse Glimmer 30B (high)
Its score stays close to the best score here (7.7 vs 7.8), while costing about 3.6x less than Grok 4.6 (medium).
Detailed comparison
| Metric | Muse Glimmer 30B Muse Glimmer 30B high | Grok 4.6 Grok 4.6 medium |
|---|---|---|
| Score | 7.7 | 7.8 |
| Rank | #112 | #107 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.3 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 66.7% | 78.3% |
| Flaky tests | 8 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 5.675 | 14.187 |
| Total Cost | $0.625 | $2.270 |
| Input Price | $0.350 / 1M | $2.000 / 1M |
| Output Price | $1.500 / 1M | $6.000 / 1M |
| Total Input Tokens | 281,859 | 336,351 |
| Output Tokens | 102,526 | 6,180 |
| Reasoning Tokens | 286,217 | 260,017 |
| Response Time (avg) | 69.87s | 74.77s |
| Response Time (max) | 451.90s | 514.35s |
| Response Time (total) | 1607.12s | 1719.73s |
| 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.
#112 Muse Glimmer 30B
high- Cost
- $0.005
- Time
- 61.7s
- Tokens
- 3,097 tok
#107 SpaceXAI: Grok 4.6
medium- Cost
- $0.028
- Time
- 72.1s
- Tokens
- 4,771 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 | 139.73s | 178,365 | 1,937 | 16,000 | |
| Grok 4.6 | 5.0 | 10.0 | 0.0% | 0 | 103.61s | 229,564 | 1,369 | 15,020 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 8.7 | 7.9 | 91.7% | 1 | 13.18s | 810 | 9,052 | 11,687 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 10.84s | 2,991 | 78 | 6,335 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 8.8 | 7.8 | 88.9% | 1 | 95.97s | 7,419 | 16,128 | 55,433 | |
| Grok 4.6 | 8.2 | 7.2 | 88.9% | 1 | 120.05s | 9,579 | 351 | 64,226 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 6.4 | 5.8 | 66.7% | 1 | 115.38s | 75,453 | 4,435 | 49,342 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 62.66s | 68,060 | 3,687 | 21,366 |
| 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 | 14.89s | 7,065 | 4,422 | 7,478 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 11.46s | 8,937 | 225 | 4,400 |
| 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 | 182.58s | 885 | 60,569 | 72,346 | |
| Grok 4.6 | 5.3 | 7.2 | 44.4% | 1 | 304.33s | 2,523 | 15 | 127,702 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 5.3 | 10.0 | 0.0% | 0 | 6.36s | 525 | 1,574 | 1,659 | |
| Grok 4.6 | 4.1 | 2.7 | 33.3% | 1 | 17.27s | 1,077 | 47 | 2,052 |
| 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 | 8.62s | 765 | 2,259 | 4,296 | |
| Grok 4.6 | 9.8 | 10.0 | 100.0% | 0 | 12.75s | 1,857 | 57 | 4,500 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 6.1 | 4.7 | 66.7% | 2 | 64.76s | 795 | 846 | 46,992 | |
| Grok 4.6 | 8.7 | 7.7 | 88.9% | 1 | 16.30s | 2,430 | 123 | 5,799 |
| 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 | 6.41s | 9,546 | 331 | 1,137 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 12.83s | 8,544 | 216 | 1,068 |
| 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 | 94.20s | 231 | 973 | 19,847 | |
| Grok 4.6 | 3.0 | 10.0 | 0.0% | 0 | 46.88s | 789 | 12 | 7,549 |
Quick Compare
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