- Rank
- #166
- Total Output Tokens
- 32,443
- Response Time (avg)
- 7.46s
- Total Cost
- $0.909
Claude Sonnet 5.5 (low) vs Qwen3.5-122B-A10B (medium)
Qwen3.5-122B-A10B (medium) leads on average score with 7.0 vs 6.9. Claude Sonnet 5.5 (low) has the lower benchmark cost at $0.909 vs $1.152. Claude Sonnet 5.5 (low) is faster at 7.46s vs 66.96s, with pass rates of 46.4% vs 71.0%.
Compared models
- Rank
- #158
- Total Output Tokens
- 522,190
- Response Time (avg)
- 66.96s
- Total Cost
- $1.152
Recommended model
Claude Sonnet 5.5 (low)
Its score stays close to the best score here (6.9 vs 7.0), while responding about 9.0x faster than Qwen3.5-122B-A10B (medium).
Detailed comparison
| Metric | Claude Sonnet 5.5 Claude Sonnet 5.5 low | Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium |
|---|---|---|
| Score | 6.9 | 7.0 |
| Rank | #166 | #158 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.4 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 46.4% | 71.0% |
| Flaky tests | 2 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 9.082 | 9.196 |
| Total Cost | $0.909 | $1.152 |
| Input Price | $2.000 / 1M | $0.260 / 1M |
| Output Price | $10.000 / 1M | $2.080 / 1M |
| Total Input Tokens | 291,853 | 251,695 |
| Output Tokens | 24,116 | 49,415 |
| Reasoning Tokens | 8,327 | 472,775 |
| Response Time (avg) | 7.46s | 66.96s |
| Response Time (max) | 46.61s | 519.30s |
| Response Time (total) | 171.47s | 1539.99s |
| Parameters | ~1T total (~100B active) | 122B total (10B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#166 Claude Sonnet 5.5
low- Cost
- $0.020
- Time
- 15.3s
- Tokens
- 2,077 tok
#158 Qwen3.5-122B-A10B
medium- Cost
- $0.019
- Time
- 48.7s
- Tokens
- 6,034 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 | 46.61s | 125,435 | 2,660 | 1,153 | |
| Qwen3.5-122B-A10B | 6.1 | 3.1 | 66.7% | 1 | 95.31s | 126,915 | 1,721 | 32,950 |
| 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 | 6.5 | 10.0 | 50.0% | 0 | 2.55s | 858 | 1,736 | 0 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 9.75s | 672 | 269 | 16,835 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.2 | 9.7 | 0.0% | 0 | 5.81s | 10,608 | 5,903 | 0 | |
| Qwen3.5-122B-A10B | 6.0 | 7.2 | 55.6% | 1 | 114.48s | 7,630 | 8,057 | 82,578 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 7.9 | 6.9 | 66.7% | 1 | 22.50s | 128,879 | 7,220 | 4,027 | |
| Qwen3.5-122B-A10B | 6.4 | 5.8 | 66.7% | 1 | 313.55s | 97,886 | 18,373 | 203,450 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 2.31s | 10,515 | 312 | 0 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 23.41s | 7,782 | 270 | 16,558 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 3.0 | 10.0 | 0.0% | 0 | 8.09s | 990 | 3,974 | 2,570 | |
| Qwen3.5-122B-A10B | 2.9 | 7.2 | 11.1% | 1 | 74.43s | 780 | 19,154 | 61,573 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 4.8 | 3.2 | 33.3% | 1 | 2.33s | 714 | 374 | 0 | |
| Qwen3.5-122B-A10B | 3.4 | 2.2 | 33.3% | 1 | 34.11s | 344 | 66 | 7,592 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 6.3 | 10.0 | 50.0% | 0 | 1.91s | 921 | 357 | 0 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 9.88s | 593 | 77 | 7,372 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5.5 | 7.7 | 10.0 | 66.7% | 0 | 2.50s | 912 | 892 | 0 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 17.89s | 696 | 284 | 27,575 |
| 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 | 4.67s | 11,757 | 354 | 0 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 4.60s | 8,193 | 322 | 1,226 |
| 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 | 4.97s | 264 | 334 | 577 | |
| Qwen3.5-122B-A10B | 3.0 | 10.0 | 0.0% | 0 | 52.87s | 204 | 822 | 15,066 |
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