- Rank
- #40
- Total Output Tokens
- 369,142
- Response Time (avg)
- 52.87s
- Total Cost
- $1.891
Muse Spark 1.3 (high) vs Qwen3.8 Max (0902) (high)
The average score is effectively tied at 9.1 vs 9.1. Muse Spark 1.3 (high) has the lower benchmark cost at $1.891 vs $3.306. Muse Spark 1.3 (high) is faster at 52.87s vs 186.06s, with pass rates of 78.3% vs 87.0%.
Compared models
- Rank
- #37
- Total Output Tokens
- 441,352
- Response Time (avg)
- 186.06s
- Total Cost
- $3.306
Recommended model
Muse Spark 1.3 (high)
It has the best score here (9.1), while costing about 1.7x less than Qwen3.8 Max (0902) (high).
Detailed comparison
| Metric | Muse Spark 1.3 Muse Spark 1.3 high | Qwen3.8 Max (0902) Qwen3.8 Max (0902) high |
|---|---|---|
| Score | 9.1 | 9.1 |
| Rank | #40 | #37 |
| Reliability | 10.0 | 9.8 |
| Consistency | 9.3 | 9.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 78.3% | 87.0% |
| Flaky tests | 2 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 11.121 | 18.364 |
| Total Cost | $1.891 | $3.306 |
| Input Price | $1.250 / 1M | $2.000 / 1M |
| Output Price | $4.250 / 1M | $6.000 / 1M |
| Cache Read Price | $0.150 / 1M | $0.250 / 1M |
| Cache Write Price | N/A | $2.500 / 1M |
| Total Input Tokens | 257,320 | 328,637 |
| Output Tokens | 14,459 | 8,619 |
| Reasoning Tokens | 354,683 | 432,733 |
| Response Time (avg) | 52.87s | 186.06s |
| Response Time (max) | 251.53s | 912.78s |
| Response Time (total) | 1216.04s | 4279.49s |
| Parameters | ~1T total (~50B active) | 2.4T total (~100B active) |
| Availability | Closed | Closed |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#40 Muse Spark 1.3
high- Cost
- $0.050
- Time
- 203.3s
- Tokens
- 11,679 tok
#37 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
Category Breakdown
| Agentic | 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 | 61.28s | 158,177 | 2,376 | 7,158 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 197.08s | 219,411 | 1,729 | 20,180 |
| 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 | 5.71s | 618 | 487 | 8,829 | |
| 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 | 51.66s | 7,275 | 1,228 | 64,287 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 55.55s | 68,737 | 5,707 | 46,328 | |
| 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 | 7.01s | 7,155 | 491 | 6,758 | |
| 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 | 2.9 | 7.2 | 11.1% | 1 | 174.56s | 690 | 801 | 114,774 | |
| 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 | 9.49s | 477 | 228 | 2,634 | |
| 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 | 6.5 | 10.0 | 50.0% | 0 | 14.70s | 669 | 353 | 10,553 | |
| 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 | 8.7 | 7.7 | 88.9% | 1 | 38.42s | 651 | 1,178 | 37,874 | |
| 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 | 33.95s | 12,688 | 1,046 | 14,673 | |
| 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 | 140.05s | 183 | 564 | 40,815 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 532.59s | 318 | 19 | 70,511 |
Quick Compare
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