- Rank
- #112
- Total Output Tokens
- 388,743
- Response Time (avg)
- 69.87s
- Total Cost
- $0.625
Muse Glimmer 30B (high) vs Step 3.7 Flash (medium)
Step 3.7 Flash (medium) leads on average score with 7.8 vs 7.7. Step 3.7 Flash (medium) has the lower benchmark cost at $0.571 vs $0.625. Step 3.7 Flash (medium) is faster at 26.57s vs 69.87s, with pass rates of 66.7% vs 68.1%.
Compared models
- Rank
- #106
- Total Output Tokens
- 440,835
- Response Time (avg)
- 26.57s
- Total Cost
- $0.571
Recommended model
Step 3.7 Flash (medium)
It has the best score here (7.8), while responding about 2.6x faster than Muse Glimmer 30B (high).
Detailed comparison
| Metric | Muse Glimmer 30B Muse Glimmer 30B high | Step 3.7 Flash Step 3.7 Flash medium |
|---|---|---|
| Score | 7.7 | 7.8 |
| Rank | #112 | #106 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.3 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 66.7% | 68.1% |
| Flaky tests | 8 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 5.675 | 4.392 |
| Total Cost | $0.625 | $0.571 |
| Input Price | $0.350 / 1M | $0.200 / 1M |
| Output Price | $1.500 / 1M | $1.150 / 1M |
| Total Input Tokens | 281,859 | 319,524 |
| Output Tokens | 102,526 | 440,835 |
| Reasoning Tokens | 286,217 | 0 |
| Response Time (avg) | 69.87s | 26.57s |
| Response Time (max) | 451.90s | 152.83s |
| Response Time (total) | 1607.12s | 611.09s |
| Parameters | 30B | 198B total (11B active) |
| Availability | Open source | Open source |
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
#106 Step 3.7 Flash
medium- Cost
- $0.006
- Time
- 46.2s
- Tokens
- 4,466 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 | |
| Step 3.7 Flash | 7.4 | 3.8 | 66.7% | 1 | 93.88s | 205,333 | 31,126 | 0 |
| 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 | |
| Step 3.7 Flash | 8.7 | 7.9 | 91.7% | 1 | 9.65s | 756 | 32,185 | 0 |
| 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 | |
| Step 3.7 Flash | 8.8 | 7.8 | 88.9% | 1 | 27.42s | 7,437 | 44,797 | 0 |
| 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 | |
| Step 3.7 Flash | 7.3 | 5.8 | 83.3% | 1 | 80.94s | 87,764 | 114,720 | 0 |
| 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 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 7,398 | 3,020 | 0 |
| 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 | |
| Step 3.7 Flash | 5.3 | 10.0 | 33.3% | 0 | 27.26s | 837 | 52,484 | 0 |
| 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 | |
| Step 3.7 Flash | 4.0 | 10.0 | 0.0% | 0 | 6.85s | 525 | 3,987 | 0 |
| 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 | |
| Step 3.7 Flash | 9.8 | 10.0 | 100.0% | 0 | 1.83s | 735 | 2,166 | 0 |
| 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 | |
| Step 3.7 Flash | 5.7 | 9.9 | 33.3% | 0 | 6.19s | 756 | 15,071 | 0 |
| 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 | |
| Step 3.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.16s | 7,746 | 2,115 | 0 |
| 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 | |
| Step 3.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 113.98s | 237 | 139,164 | 0 |
Quick Compare
Switch Comparison Pair
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