- Rank
- #37
- Total Output Tokens
- 319,264
- Response Time (avg)
- 38.57s
- Total Cost
- $1.469
Muse Spark 1.3 (medium) vs Qwen3.8 Max (0902) (high)
Qwen3.8 Max (0902) (high) leads on average score with 8.9 vs 8.8. Muse Spark 1.3 (medium) has the lower benchmark cost at $1.469 vs $2.736. Muse Spark 1.3 (medium) is faster at 38.57s vs 185.56s, with pass rates of 84.9% vs 86.4%.
- Rank
- #31
- Total Output Tokens
- 419,443
- Response Time (avg)
- 185.56s
- Total Cost
- $2.736
Recommended model
Muse Spark 1.3 (medium)
Its score stays close to the best score here (8.8 vs 8.9), while costing about 1.9x less than Qwen3.8 Max (0902) (high).
Detailed comparison
| Metric | Muse Spark 1.3 Muse Spark 1.3 medium | Qwen3.8 Max (0902) Qwen3.8 Max (0902) high |
|---|---|---|
| Score | 8.8 | 8.9 |
| Rank | #37 | #31 |
| Reliability | 10.0 | 9.8 |
| Consistency | 8.9 | 9.0 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 84.9% | 86.4% |
| Flaky tests | 3 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 8.638 | 16.089 |
| Total Cost | $1.469 | $2.736 |
| Input Price | $1.250 / 1M | $2.000 / 1M |
| Output Price | $4.250 / 1M | $6.000 / 1M |
| Total Input Tokens | 89,177 | 109,226 |
| Output Tokens | 11,044 | 6,890 |
| Reasoning Tokens | 308,220 | 412,553 |
| Response Time (avg) | 38.57s | 185.56s |
| Response Time (max) | 219.77s | 912.78s |
| Response Time (total) | 848.59s | 4082.41s |
| Parameters | ~1T total (~50B active) | 2.4T total (~100B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#37 Muse Spark 1.3
medium- Cost
- $0.025
- Time
- 113.4s
- Tokens
- 5,952 tok
#31 Qwen3.8 Max (0902)
high
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 10.0 | 10.0 | 100.0% | 0 | 5.83s | 618 | 448 | 8,507 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 15.86s | 1,128 | 263 | 6,631 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 10.0 | 10.0 | 100.0% | 0 | 41.14s | 7,275 | 1,182 | 46,737 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 253.22s | 8,235 | 418 | 91,734 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 7.3 | 5.8 | 83.3% | 1 | 34.71s | 58,867 | 4,645 | 28,798 | |
| Qwen3.8 Max (0902) | 8.7 | 6.9 | 83.3% | 1 | 110.39s | 79,527 | 5,215 | 28,102 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 10.0 | 10.0 | 100.0% | 0 | 8.75s | 7,155 | 466 | 6,751 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 16.37s | 8,010 | 261 | 3,598 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 3.5 | 4.4 | 33.3% | 2 | 132.33s | 738 | 1,635 | 144,687 | |
| Qwen3.8 Max (0902) | 5.9 | 7.2 | 55.6% | 1 | 658.46s | 842 | 31 | 154,450 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 10.0 | 10.0 | 100.0% | 0 | 7.95s | 477 | 236 | 2,303 | |
| Qwen3.8 Max (0902) | 6.5 | 3.4 | 66.7% | 1 | 75.11s | 630 | 80 | 8,110 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 9.8 | 10.0 | 100.0% | 0 | 10.49s | 669 | 319 | 8,140 | |
| Qwen3.8 Max (0902) | 9.8 | 10.0 | 100.0% | 0 | 7.55s | 927 | 86 | 1,823 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 10.0 | 10.0 | 100.0% | 0 | 25.03s | 651 | 640 | 24,761 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 134.14s | 1,038 | 268 | 47,351 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 9.6 | 10.0 | 100.0% | 0 | 28.30s | 12,544 | 859 | 8,690 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.21s | 8,571 | 249 | 243 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3 | 3.0 | 10.0 | 0.0% | 0 | 85.61s | 183 | 614 | 28,846 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 532.59s | 318 | 19 | 70,511 |
Quick Compare
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