- Rank
- #48
- Total Output Tokens
- 328,911
- Response Time (avg)
- 39.83s
- Total Cost
- $1.712
Muse Spark 1.3 (medium) vs Qwen3.8 Max (0902) (medium)
The average score is effectively tied at 9.0 vs 9.0. Qwen3.8 Max (0902) (medium) has the lower benchmark cost at $1.096 vs $1.712. Qwen3.8 Max (0902) (medium) is faster at 30.42s vs 39.83s, with pass rates of 85.5% vs 84.1%.
Compared models
- Rank
- #47
- Total Output Tokens
- 92,998
- Response Time (avg)
- 30.42s
- Total Cost
- $1.096
Recommended model
Qwen3.8 Max (0902) (medium)
It has the best score here (9.0), while costing about 1.6x less than Muse Spark 1.3 (medium).
Detailed comparison
| Metric | Muse Spark 1.3 Muse Spark 1.3 medium | Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium |
|---|---|---|
| Score | 9.0 | 9.0 |
| Rank | #48 | #47 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.9 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 85.5% | 84.1% |
| Flaky tests | 3 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 9.507 | 6.084 |
| Total Cost | $1.712 | $1.096 |
| 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 | 250,676 | 268,540 |
| Output Tokens | 13,511 | 7,499 |
| Reasoning Tokens | 315,400 | 85,499 |
| Response Time (avg) | 39.83s | 30.42s |
| Response Time (max) | 219.77s | 168.09s |
| Response Time (total) | 916.20s | 699.68s |
| 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.
#48 Muse Spark 1.3
medium- Cost
- $0.025
- Time
- 113.4s
- Tokens
- 5,952 tok
#47 Qwen3.8 Max (0902)
medium- Cost
- $0.036
- Time
- 108.3s
- Tokens
- 5,980 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 | 67.61s | 161,499 | 2,467 | 7,180 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 127.50s | 172,217 | 1,538 | 10,782 |
| 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 | 5.03s | 672 | 295 | 2,003 |
| 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) | 8.4 | 7.4 | 88.9% | 1 | 45.74s | 7,893 | 551 | 20,628 |
| 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) | 10.0 | 10.0 | 100.0% | 0 | 94.38s | 68,852 | 3,895 | 24,303 |
| 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 | 10.54s | 7,782 | 261 | 2,591 |
| 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) | 3.6 | 7.2 | 22.2% | 1 | 49.45s | 780 | 44 | 19,572 |
| 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) | 10.0 | 10.0 | 100.0% | 0 | 7.56s | 516 | 202 | 689 |
| 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) | 10.0 | 10.0 | 100.0% | 0 | 4.24s | 699 | 90 | 886 |
| 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 | 5.89s | 696 | 353 | 1,599 |
| 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 | 5.93s | 8,229 | 249 | 194 |
| 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 | 17.01s | 204 | 21 | 2,252 |
Quick Compare
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