- Rank
- #77
- Total Output Tokens
- 246,012
- Response Time (avg)
- 18.59s
- Total Cost
- $2.737
Gemini 3.5 Flash (high) vs Muse Glimmer 30B (xhigh)
Muse Glimmer 30B (xhigh) leads on average score with 8.4 vs 8.3. Muse Glimmer 30B (xhigh) has the lower benchmark cost at $0.724 vs $2.737. Gemini 3.5 Flash (high) is faster at 18.59s vs 97.70s, with pass rates of 85.5% vs 71.0%.
Compared models
- Rank
- #70
- Total Output Tokens
- 465,024
- Response Time (avg)
- 97.70s
- Total Cost
- $0.724
Recommended model
Muse Glimmer 30B (xhigh)
It has the best score here (8.4), while costing about 3.8x less than Gemini 3.5 Flash (high).
Detailed comparison
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash high | Muse Glimmer 30B Muse Glimmer 30B xhigh |
|---|---|---|
| Score | 8.3 | 8.4 |
| Rank | #77 | #70 |
| Reliability | 10.0 | 9.9 |
| Consistency | 9.3 | 8.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 85.5% | 71.0% |
| Flaky tests | 2 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 14.402 | 5.170 |
| Total Cost | $2.737 | $0.724 |
| Input Price | $1.500 / 1M | $0.350 / 1M |
| Output Price | $9.000 / 1M | $1.500 / 1M |
| Total Input Tokens | 348,103 | 287,538 |
| Output Tokens | 11,045 | 118,266 |
| Reasoning Tokens | 234,967 | 346,758 |
| Response Time (avg) | 18.59s | 97.70s |
| Response Time (max) | 145.92s | 576.79s |
| Response Time (total) | 427.52s | 2247.18s |
| Parameters | ~500B total (~20B active) | 30B |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#77 Gemini 3.5 Flash
high- Cost
- $0.208
- Time
- 118.2s
- Tokens
- 23,158 tok
#70 Muse Glimmer 30B
xhigh- Cost
- $0.007
- Time
- 94.6s
- Tokens
- 4,318 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 3.4 | 9.6 | 0.0% | 0 | 87.32s | 240,957 | 2,268 | 38,262 | |
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 145.06s | 176,608 | 1,893 | 16,287 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.57s | 492 | 174 | 4,997 | |
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 13.01s | 822 | 9,982 | 12,542 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 22.96s | 8,118 | 456 | 47,129 | |
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 105.91s | 7,428 | 18,697 | 63,334 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 8.2 | 6.9 | 66.7% | 1 | 84.14s | 82,416 | 7,153 | 93,585 | |
| Muse Glimmer 30B | 6.0 | 2.7 | 66.7% | 2 | 272.74s | 82,932 | 21,229 | 77,043 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.43s | 7,548 | 279 | 8,466 | |
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 19.84s | 7,071 | 6,535 | 10,689 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 5.3 | 7.2 | 44.4% | 1 | 16.99s | 642 | 12 | 28,526 | |
| Muse Glimmer 30B | 2.9 | 7.2 | 11.1% | 1 | 142.55s | 894 | 43,561 | 77,204 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.63s | 486 | 115 | 1,650 | |
| Muse Glimmer 30B | 5.5 | 10.0 | 0.0% | 0 | 7.41s | 528 | 1,928 | 2,060 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.35s | 615 | 70 | 3,799 | |
| Muse Glimmer 30B | 8.4 | 6.9 | 83.3% | 1 | 8.90s | 771 | 2,420 | 4,507 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.23s | 558 | 241 | 4,940 | |
| Muse Glimmer 30B | 7.8 | 9.3 | 66.7% | 0 | 199.67s | 695 | 10,241 | 60,935 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 4.96s | 6,115 | 265 | 1,608 | |
| Muse Glimmer 30B | 10.0 | 10.0 | 100.0% | 0 | 8.08s | 9,555 | 383 | 1,566 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.94s | 156 | 12 | 2,005 | |
| Muse Glimmer 30B | 3.0 | 10.0 | 0.0% | 0 | 87.23s | 234 | 1,397 | 20,591 |
Quick Compare
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