- Rank
- #21
- Total Output Tokens
- 36,618
- Response Time (avg)
- 10.26s
- Total Cost
- $1.586
Claude Opus 5 (medium) vs Qwen3.8 Max (0902) (low)
Claude Opus 5 (medium) leads on average score with 9.2 vs 9.1. Qwen3.8 Max (0902) (low) has the lower benchmark cost at $0.664 vs $1.586. Claude Opus 5 (medium) is faster at 10.26s vs 24.21s, with pass rates of 83.3% vs 86.4%.
- Rank
- #23
- Total Output Tokens
- 75,865
- Response Time (avg)
- 24.21s
- Total Cost
- $0.664
Recommended model
Qwen3.8 Max (0902) (low)
Its score stays close to the best score here (9.1 vs 9.2), while costing about 2.4x less than Claude Opus 5 (medium).
Detailed comparison
| Metric | Claude Opus 5 Claude Opus 5 medium | Qwen3.8 Max (0902) Qwen3.8 Max (0902) low |
|---|---|---|
| Score | 9.2 | 9.1 |
| Rank | #21 | #23 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.6 | 9.3 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 83.3% | 86.4% |
| Flaky tests | 1 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 8.811 | 3.684 |
| Total Cost | $1.586 | $0.664 |
| Input Price | $5.000 / 1M | $2.000 / 1M |
| Output Price | $25.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 135,604 | 103,954 |
| Output Tokens | 23,814 | 6,322 |
| Reasoning Tokens | 12,804 | 69,543 |
| Response Time (avg) | 10.26s | 24.21s |
| Response Time (max) | 35.43s | 207.79s |
| Response Time (total) | 225.66s | 532.62s |
| Parameters | ~5T total (~500B 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.
#21 Claude Opus 5
medium- Cost
- $0.125
- Time
- 69.3s
- Tokens
- 5,134 tok
#23 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 5.46s | 834 | 1,559 | 572 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 10,590 | 5,224 | 1,162 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 23.89s | 98,197 | 7,895 | 1,276 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 3.92s | 10,503 | 355 | 161 | |
| 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 Opus 5 | 2.9 | 7.2 | 11.1% | 1 | 26.35s | 972 | 6,224 | 8,562 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 3.56s | 708 | 291 | 0 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 4.16s | 909 | 377 | 351 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 4.27s | 894 | 836 | 465 | |
| 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 Opus 5 | 10.0 | 10.0 | 100.0% | 0 | 8.76s | 11,739 | 354 | 0 | |
| 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 Opus 5 | 3.0 | 10.0 | 0.0% | 0 | 7.03s | 258 | 699 | 255 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 13.28s | 282 | 23 | 1,755 |
Quick Compare
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