- Rank
- #53
- Total Output Tokens
- 430,816
- Response Time (avg)
- 32.22s
- Total Cost
- $0.272
DeepSeek V4.1 Flash (medium) vs Qwen3.6 Max Preview (medium)
Qwen3.6 Max Preview (medium) leads on average score with 8.6 vs 8.5. DeepSeek V4.1 Flash (medium) has the lower benchmark cost at $0.272 vs $1.132. DeepSeek V4.1 Flash (medium) is faster at 32.22s vs 66.52s, with pass rates of 72.7% vs 83.3%.
Compared models
- Rank
- #48
- Total Output Tokens
- 170,373
- Response Time (avg)
- 66.52s
- Total Cost
- $1.132
Recommended model
DeepSeek V4.1 Flash (medium)
Its score stays close to the best score here (8.5 vs 8.6), while costing about 4.2x less than Qwen3.6 Max Preview (medium).
Detailed comparison
| Metric | DeepSeek V4.1 Flash DeepSeek V4.1 Flash medium | Qwen3.6 Max Preview Qwen3.6 Max Preview medium |
|---|---|---|
| Score | 8.5 | 8.6 |
| Rank | #53 | #48 |
| Reliability | 9.5 | 10.0 |
| Consistency | 9.3 | 9.3 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 72.7% | 83.3% |
| Flaky tests | 2 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 1.812 | 7.653 |
| Total Cost | $0.272 | $1.132 |
| Input Price | $0.150 / 1M | $1.028 / 1M |
| Output Price | $0.600 / 1M | $6.162 / 1M |
| Total Input Tokens | 88,508 | 79,249 |
| Output Tokens | 5,410 | 5,097 |
| Reasoning Tokens | 425,406 | 165,276 |
| Response Time (avg) | 32.22s | 66.52s |
| Response Time (max) | 276.31s | 238.07s |
| Response Time (total) | 708.76s | 1463.50s |
| Parameters | 748B total (16B active) | ~1T total (~40B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#53 DeepSeek V4.1 Flash
medium- Cost
- $0.014
- Time
- 34.7s
- Tokens
- 11,541 tok
#48 Qwen3.6 Max Preview
medium- Cost
- $0.024
- Time
- 76.5s
- Tokens
- 3,861 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 8.3 | 10.0 | 75.0% | 0 | 3.07s | 852 | 156 | 4,108 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 22.13s | 672 | 228 | 10,075 |
| 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 | 34.45s | 7,509 | 396 | 71,345 | |
| Qwen3.6 Max Preview | 8.8 | 7.8 | 88.9% | 1 | 146.48s | 7,895 | 427 | 52,957 |
| 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 | 22.21s | 66,161 | 3,956 | 24,673 | |
| Qwen3.6 Max Preview | 7.3 | 5.8 | 83.3% | 1 | 177.48s | 51,812 | 3,215 | 35,050 |
| 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 | 3.77s | 2,397 | 120 | 998 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 41.15s | 7,782 | 270 | 10,106 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 2.9 | 7.2 | 11.1% | 1 | 153.01s | 909 | 24 | 298,454 | |
| Qwen3.6 Max Preview | 5.3 | 10.0 | 33.3% | 0 | 88.53s | 780 | 59 | 30,805 |
| 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 | 3.13s | 549 | 131 | 581 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 32.24s | 516 | 129 | 3,510 |
| 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 | 9.69s | 783 | 63 | 1,483 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 24.31s | 699 | 103 | 5,848 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 8.7 | 7.7 | 88.9% | 1 | 8.01s | 828 | 293 | 12,340 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 24.32s | 696 | 329 | 7,693 |
| 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 | 15.33s | 8,259 | 258 | 296 | |
| Qwen3.6 Max Preview | 10.0 | 10.0 | 100.0% | 0 | 18.32s | 8,193 | 309 | 1,571 |
| 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 | 20.25s | 261 | 13 | 11,128 | |
| Qwen3.6 Max Preview | 3.0 | 10.0 | 0.0% | 0 | 60.56s | 204 | 28 | 7,661 |
Quick Compare
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