- Rank
- #97
- Total Output Tokens
- 211,310
- Response Time (avg)
- 51.81s
- Total Cost
- $0.042
DeepSeek V4 Flash 0423 (high) vs Qwen3.6 Max Preview (medium)
Qwen3.6 Max Preview (medium) leads on average score with 8.6 vs 7.6. DeepSeek V4 Flash 0423 (high) has the lower benchmark cost at $0.042 vs $1.132. DeepSeek V4 Flash 0423 (high) is faster at 51.81s vs 66.52s, with pass rates of 69.7% vs 83.3%.
Compared models
- Rank
- #49
- Total Output Tokens
- 170,373
- Response Time (avg)
- 66.52s
- Total Cost
- $1.132
Recommended model
DeepSeek V4 Flash 0423 (high)
It offers the best overall trade-off: a competitive score (7.6), lower cost than Qwen3.6 Max Preview (medium), and balanced response time.
Detailed comparison
| Metric | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 high | Qwen3.6 Max Preview Qwen3.6 Max Preview medium |
|---|---|---|
| Score | 7.6 | 8.6 |
| Rank | #97 | #49 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.5 | 9.3 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 69.7% | 83.3% |
| Flaky tests | 4 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 0.446 | 7.653 |
| Total Cost | $0.042 | $1.132 |
| Input Price | $0.089 / 1M | $1.028 / 1M |
| Output Price | $0.178 / 1M | $6.162 / 1M |
| Total Input Tokens | 108,480 | 79,249 |
| Output Tokens | 37,229 | 5,097 |
| Reasoning Tokens | 174,081 | 165,276 |
| Response Time (avg) | 51.81s | 66.52s |
| Response Time (max) | 218.13s | 238.07s |
| Response Time (total) | 1139.75s | 1463.50s |
| Parameters | 284B total (13B 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.
#97 DeepSeek V4 Flash 0423
high- Cost
- $0.003
- Time
- 93.1s
- Tokens
- 7,926 tok
#49 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 Flash 0423 | 8.3 | 10.0 | 75.0% | 0 | 28.51s | 540 | 140 | 7,770 | |
| 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 Flash 0423 | 7.8 | 10.0 | 66.7% | 0 | 50.60s | 7,279 | 395 | 34,862 | |
| 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 Flash 0423 | 6.4 | 5.8 | 66.7% | 1 | 104.10s | 82,663 | 4,633 | 37,533 | |
| 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 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 28.03s | 7,290 | 201 | 1,179 | |
| 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 Flash 0423 | 3.6 | 7.2 | 22.2% | 1 | 115.42s | 754 | 22,778 | 79,643 | |
| 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 Flash 0423 | 6.1 | 3.1 | 66.7% | 1 | 25.15s | 471 | 79 | 632 | |
| 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 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 15.36s | 627 | 63 | 1,622 | |
| 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 Flash 0423 | 8.2 | 7.2 | 88.9% | 1 | 26.11s | 594 | 196 | 1,767 | |
| 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 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 74.73s | 8,079 | 228 | 542 | |
| 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 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 54.46s | 183 | 8,516 | 8,531 | |
| Qwen3.6 Max Preview | 3.0 | 10.0 | 0.0% | 0 | 60.56s | 204 | 28 | 7,661 |
Quick Compare
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