- Rank
- #90
- Total Output Tokens
- 371,547
- Response Time (avg)
- 28.04s
- Total Cost
- $0.153
DeepSeek V4.1 Flash (low) vs Qwen3.5-27B (medium)
DeepSeek V4.1 Flash (low) leads on average score with 8.0 vs 7.9. DeepSeek V4.1 Flash (low) has the lower benchmark cost at $0.153 vs $1.135. DeepSeek V4.1 Flash (low) is faster at 28.04s vs 114.73s, with pass rates of 73.9% vs 76.8%.
Compared models
- Rank
- #96
- Total Output Tokens
- 635,288
- Response Time (avg)
- 114.73s
- Total Cost
- $1.135
Recommended model
DeepSeek V4.1 Flash (low)
It has the best score here (8.0), while costing about 7.4x less than Qwen3.5-27B (medium).
Detailed comparison
| Metric | DeepSeek V4.1 Flash DeepSeek V4.1 Flash low | Qwen3.5-27B Qwen3.5-27B medium |
|---|---|---|
| Score | 8.0 | 7.9 |
| Rank | #90 | #96 |
| Reliability | 9.6 | 10.0 |
| Consistency | 8.7 | 7.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 73.9% | 76.8% |
| Flaky tests | 4 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 1.576 | 8.104 |
| Total Cost | $0.153 | $1.135 |
| Input Price | $0.020 / 1M | $0.195 / 1M |
| Output Price | $0.396 / 1M | $1.560 / 1M |
| Total Input Tokens | 266,849 | 288,919 |
| Output Tokens | 8,284 | 17,484 |
| Reasoning Tokens | 363,263 | 617,804 |
| Response Time (avg) | 28.04s | 114.73s |
| Response Time (max) | 149.84s | 1026.43s |
| Response Time (total) | 645.03s | 2638.74s |
| Parameters | 748B total (16B active) | 27B |
| Availability | Open source | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#90 DeepSeek V4.1 Flash
low- Cost
- $0.017
- Time
- 43.6s
- Tokens
- 14,069 tok
#96 Qwen3.5-27B
medium- Cost
- $0.008
- Time
- 62.0s
- Tokens
- 3,099 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 6.1 | 3.1 | 66.7% | 1 | 56.02s | 167,134 | 1,903 | 21,681 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 146.48s | 177,275 | 1,371 | 19,008 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 8.3 | 10.0 | 75.0% | 0 | 3.32s | 852 | 171 | 4,328 | |
| Qwen3.5-27B | 8.7 | 7.9 | 91.7% | 1 | 19.75s | 672 | 569 | 31,505 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 40.66s | 7,509 | 378 | 81,978 | |
| Qwen3.5-27B | 6.2 | 7.1 | 55.6% | 1 | 160.69s | 7,895 | 6,381 | 89,388 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 24.73s | 77,368 | 4,906 | 24,016 | |
| Qwen3.5-27B | 7.3 | 5.8 | 83.3% | 1 | 595.19s | 84,417 | 7,948 | 279,132 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 6.5 | 10.0 | 50.0% | 0 | 3.80s | 2,397 | 120 | 1,149 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 30.26s | 7,782 | 270 | 16,150 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 3.5 | 4.4 | 33.3% | 2 | 95.58s | 909 | 27 | 184,701 | |
| Qwen3.5-27B | 5.9 | 7.2 | 55.6% | 1 | 89.39s | 562 | 157 | 52,734 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.34s | 549 | 117 | 1,319 | |
| Qwen3.5-27B | 6.1 | 3.1 | 66.7% | 1 | 101.41s | 524 | 70 | 23,147 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 8.38s | 783 | 63 | 1,546 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 19.66s | 699 | 97 | 11,638 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 8.2 | 7.7 | 77.8% | 1 | 9.39s | 828 | 273 | 14,502 | |
| Qwen3.5-27B | 8.2 | 7.7 | 77.8% | 1 | 59.60s | 696 | 242 | 70,096 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 13.83s | 8,259 | 313 | 284 | |
| Qwen3.5-27B | 10.0 | 10.0 | 100.0% | 0 | 7.45s | 8,193 | 348 | 1,323 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 46.86s | 261 | 13 | 27,759 | |
| Qwen3.5-27B | 3.0 | 10.0 | 0.0% | 0 | 85.11s | 204 | 31 | 23,683 |
Quick Compare
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