- Rank
- #161
- Total Output Tokens
- 107,665
- Response Time (avg)
- 22.40s
- Total Cost
- $0.266
Muse Glimmer 30B (low) vs Kimi K2.7 Code (medium)
Kimi K2.7 Code (medium) leads on average score with 7.0 vs 6.9. Muse Glimmer 30B (low) has the lower benchmark cost at $0.266 vs $0.861. Muse Glimmer 30B (low) is faster at 22.40s vs 81.18s, with pass rates of 63.8% vs 60.9%.
Compared models
- Rank
- #156
- Total Output Tokens
- 259,318
- Response Time (avg)
- 81.18s
- Total Cost
- $0.861
Recommended model
Muse Glimmer 30B (low)
Its score stays close to the best score here (6.9 vs 7.0), while costing about 3.2x less than Kimi K2.7 Code (medium).
Detailed comparison
| Metric | Muse Glimmer 30B Muse Glimmer 30B low | Kimi K2.7 Code Kimi K2.7 Code medium |
|---|---|---|
| Score | 6.9 | 7.0 |
| Rank | #161 | #156 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.0 | 8.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 63.8% | 60.9% |
| Flaky tests | 6 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 2.414 | 8.755 |
| Total Cost | $0.266 | $0.861 |
| Input Price | $0.350 / 1M | $0.672 / 1M |
| Output Price | $1.500 / 1M | $3.350 / 1M |
| Total Input Tokens | 307,228 | 245,179 |
| Output Tokens | 36,044 | 62,697 |
| Reasoning Tokens | 71,621 | 196,621 |
| Response Time (avg) | 22.40s | 81.18s |
| Response Time (max) | 234.92s | 365.80s |
| Response Time (total) | 515.14s | 1785.87s |
| Parameters | 30B | 1T total (32B active) |
| Availability | Open source | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#161 Muse Glimmer 30B
low- Cost
- $0.002
- Time
- 13.5s
- Tokens
- 953 tok
#156 MoonshotAI: Kimi K2.7 Code
medium- Cost
- $0.025
- Time
- 138.0s
- Tokens
- 6,093 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 | 6.1 | 3.1 | 66.7% | 1 | 104.96s | 176,916 | 2,177 | 9,518 | |
| Kimi K2.7 Code | 5.0 | 10.0 | 0.0% | 0 | 104.02s | 173,094 | 5,244 | 14,528 |
| 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 | 8.0 | 91.7% | 1 | 3.57s | 810 | 1,054 | 2,240 | |
| Kimi K2.7 Code | 7.3 | 5.8 | 83.3% | 2 | 11.56s | 618 | 3,048 | 5,041 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 8.1 | 9.9 | 66.7% | 0 | 16.52s | 7,419 | 2,759 | 10,173 | |
| Kimi K2.7 Code | 7.8 | 9.3 | 66.7% | 0 | 146.73s | 4,650 | 1,864 | 25,635 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 3.8 | 5.8 | 33.3% | 1 | 131.97s | 102,271 | 24,417 | 33,400 | |
| Kimi K2.7 Code | 7.3 | 5.8 | 83.3% | 1 | 66.03s | 57,353 | 3,642 | 21,308 |
| 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 | 4.17s | 7,065 | 1,219 | 1,841 | |
| Kimi K2.7 Code | 10.0 | 10.0 | 100.0% | 0 | 12.27s | 7,014 | 248 | 2,569 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 3.5 | 4.4 | 33.3% | 2 | 11.48s | 885 | 3,067 | 6,658 | |
| Kimi K2.7 Code | 3.7 | 6.5 | 22.2% | 1 | 184.17s | 443 | 29,311 | 66,939 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 5.0 | 10.0 | 0.0% | 0 | 2.50s | 525 | 33 | 542 | |
| Kimi K2.7 Code | 10.0 | 10.0 | 100.0% | 0 | 10.78s | 477 | 1,024 | 1,071 |
| 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 | 3.60s | 765 | 139 | 1,467 | |
| Kimi K2.7 Code | 9.9 | 10.0 | 100.0% | 0 | 5.39s | 669 | 725 | 1,232 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Glimmer 30B | 7.7 | 10.0 | 66.7% | 0 | 5.06s | 795 | 545 | 2,721 | |
| Kimi K2.7 Code | 5.9 | 7.7 | 44.4% | 1 | 41.00s | 651 | 15,438 | 17,368 |
| 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 | 5.04s | 9,546 | 385 | 803 | |
| Kimi K2.7 Code | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 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 | 9.71s | 231 | 249 | 2,258 | |
| Kimi K2.7 Code | 3.0 | 10.0 | 0.0% | 0 | 341.76s | 210 | 2,153 | 40,930 |
Quick Compare
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