- Rank
- #143
- Total Output Tokens
- 69,489
- Response Time (avg)
- 17.13s
- Total Cost
- $3.787
Claude Opus 4.8 (low) vs Qwen3.5-27B
The average score is effectively tied at 7.2 vs 7.2. Qwen3.5-27B has the lower benchmark cost at $0.116 vs $3.787. Qwen3.5-27B is faster at 9.98s vs 17.13s, with pass rates of 78.3% vs 47.8%.
Compared models
- Rank
- #139
- Total Output Tokens
- 36,422
- Response Time (avg)
- 9.98s
- Total Cost
- $0.116
Recommended model
Claude Opus 4.8 (low)
It has the strongest score in this comparison (7.2) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Claude Opus 4.8 Claude Opus 4.8 low | Qwen3.5-27B Qwen3.5-27B none |
|---|---|---|
| Score | 7.2 | 7.2 |
| Rank | #143 | #139 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.6 | 9.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 78.3% | 47.8% |
| Flaky tests | 4 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 23.669 | 1.153 |
| Total Cost | $3.787 | $0.116 |
| Input Price | $5.000 / 1M | $0.195 / 1M |
| Output Price | $25.000 / 1M | $1.560 / 1M |
| Total Input Tokens | 409,947 | 283,977 |
| Output Tokens | 46,060 | 36,422 |
| Reasoning Tokens | 23,429 | 0 |
| Response Time (avg) | 17.13s | 9.98s |
| Response Time (max) | 127.97s | 124.53s |
| Response Time (total) | 394.01s | 229.52s |
| Parameters | ~5T total (~500B active) | 27B |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#143 Claude Opus 4.8
low- Cost
- $0.031
- Time
- 14.1s
- Tokens
- 1,345 tok
#139 Qwen3.5-27B
none- Cost
- $0.007
- Time
- 42.9s
- Tokens
- 4,273 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 Opus 4.8 | 4.7 | 3.1 | 33.3% | 1 | 110.68s | 253,425 | 3,004 | 14,248 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 124.53s | 181,652 | 12,099 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.30s | 834 | 793 | 371 | |
| Qwen3.5-27B | 4.8 | 10.0 | 25.0% | 0 | 788ms | 696 | 267 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 6.6 | 4.6 | 77.8% | 2 | 7.58s | 10,590 | 3,637 | 809 | |
| Qwen3.5-27B | 5.8 | 10.0 | 33.3% | 0 | 1.80s | 7,913 | 415 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 9.9 | 10.0 | 100.0% | 0 | 36.87s | 119,079 | 13,586 | 2,867 | |
| Qwen3.5-27B | 6.4 | 5.8 | 66.7% | 1 | 39.43s | 74,756 | 22,190 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 6.3 | 5.8 | 66.7% | 1 | 2.27s | 10,503 | 310 | 0 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 1.43s | 7,794 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 5.3 | 10.0 | 33.3% | 0 | 46.54s | 972 | 23,226 | 4,472 | |
| Qwen3.5-27B | 5.3 | 10.0 | 33.3% | 0 | 634ms | 798 | 17 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 2.55s | 708 | 231 | 0 | |
| Qwen3.5-27B | 5.0 | 10.0 | 0.0% | 0 | 2.51s | 522 | 126 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 9.8 | 10.0 | 100.0% | 0 | 2.78s | 909 | 111 | 221 | |
| Qwen3.5-27B | 6.3 | 10.0 | 50.0% | 0 | 1.03s | 711 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.01s | 894 | 592 | 184 | |
| Qwen3.5-27B | 6.7 | 7.9 | 55.6% | 1 | 1.38s | 714 | 683 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 6.85s | 11,775 | 370 | 35 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 3.54s | 8,211 | 303 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 3.0 | 10.0 | 0.0% | 0 | 5.48s | 258 | 200 | 222 | |
| Qwen3.5-27B | 3.0 | 10.0 | 0.0% | 0 | 599ms | 210 | 10 | 0 |
Quick Compare
Switch Comparison Pair
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