- Rank
- #62
- Total Output Tokens
- 48,293
- Response Time (avg)
- 10.79s
- Total Cost
- $1.175
Claude Sonnet 5.5 (high) vs Qwen3.8 Max (0902) (low)
The average score is effectively tied at 8.6 vs 8.6. Qwen3.8 Max (0902) (low) has the lower benchmark cost at $1.131 vs $1.175. Claude Sonnet 5.5 (high) is faster at 10.79s vs 29.07s, with pass rates of 81.2% vs 85.5%.
Compared models
- Rank
- #63
- Total Output Tokens
- 88,923
- Response Time (avg)
- 29.07s
- Total Cost
- $1.131
Recommended model
Claude Sonnet 5.5 (high)
It has the best score here (8.6), while responding about 2.7x faster than Qwen3.8 Max (0902) (low).
Detailed comparison
| Metric | Claude Sonnet 5.5 Claude Sonnet 5.5 high | Qwen3.8 Max (0902) Qwen3.8 Max (0902) low |
|---|---|---|
| Score | 8.6 | 8.6 |
| Rank | #62 | #63 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.3 | 9.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 81.2% | 85.5% |
| Flaky tests | 5 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 7.340 | 6.283 |
| Total Cost | $1.175 | $1.131 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $10.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 345,687 | 298,682 |
| Output Tokens | 13,550 | 8,374 |
| Reasoning Tokens | 34,743 | 80,549 |
| Response Time (avg) | 10.79s | 29.07s |
| Response Time (max) | 51.53s | 207.79s |
| Response Time (total) | 248.22s | 668.66s |
| Parameters | ~1T total (~100B 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.
#62 Claude Sonnet 5.5
high- Cost
- $0.088
- Time
- 73.5s
- Tokens
- 8,914 tok
#63 Qwen3.8 Max (0902)
low- Cost
- $0.014
- Time
- 41.2s
- Tokens
- 2,421 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 |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 51.53s | 186,231 | 3,380 | 1,608 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 136.04s | 194,728 | 2,052 | 11,006 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 3.69s | 858 | 500 | 917 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.72s | 984 | 212 | 1,854 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 9.85s | 10,608 | 561 | 6,326 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 37.42s | 8,127 | 485 | 17,404 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 8.2 | 6.9 | 66.7% | 1 | 24.57s | 121,917 | 7,165 | 5,930 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 113.88s | 74,767 | 4,562 | 29,335 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 7.3 | 5.8 | 83.3% | 1 | 3.86s | 10,515 | 363 | 1,045 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 9.94s | 7,938 | 261 | 2,254 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.5 | 4.4 | 33.3% | 2 | 17.52s | 990 | 61 | 14,014 | |
| Qwen3.8 Max (0902) | 5.3 | 7.2 | 44.4% | 1 | 34.93s | 1,014 | 45 | 13,881 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 6.5 | 3.4 | 66.7% | 1 | 6.93s | 714 | 313 | 1,358 | |
| Qwen3.8 Max (0902) | 6.1 | 3.1 | 66.7% | 1 | 8.91s | 594 | 120 | 820 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 9.9 | 10.0 | 100.0% | 0 | 5.13s | 921 | 98 | 346 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.32s | 855 | 90 | 866 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 3.54s | 912 | 569 | 834 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.49s | 930 | 275 | 1,248 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 10.0 | 10.0 | 100.0% | 0 | 5.22s | 11,757 | 410 | 97 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.73s | 8,463 | 249 | 126 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 9.93s | 264 | 130 | 2,268 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 13.28s | 282 | 23 | 1,755 |
Quick Compare
Switch Comparison Pair
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