- Rank
- #126
- Total Output Tokens
- 911,334
- Response Time (avg)
- 58.56s
- Total Cost
- $0.589
DeepSeek V4.1 Flash 1017 (high) vs Qwen3.8 2.4T A95B (high)
The average score is effectively tied at 7.8 vs 7.9. DeepSeek V4.1 Flash 1017 (high) has the lower benchmark cost at $0.589 vs $2.949. DeepSeek V4.1 Flash 1017 (high) is faster at 58.56s vs 120.88s, with pass rates of 71.0% vs 75.4%.
Compared models
- Rank
- #122
- Total Output Tokens
- 368,836
- Response Time (avg)
- 120.88s
- Total Cost
- $2.949
Recommended model
DeepSeek V4.1 Flash 1017 (high)
It has the best score here (7.8), while costing about 5.0x less than Qwen3.8 2.4T A95B (high).
Detailed comparison
| Metric | DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 high | Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B high |
|---|---|---|
| Score | 7.8 | 7.9 |
| Rank | #126 | #122 |
| Reliability | 10.0 | 9.6 |
| Consistency | 7.8 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 75.4% |
| Flaky tests | 6 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 4.530 | 18.696 |
| Total Cost | $0.589 | $2.949 |
| Input Price | $0.150 / 1M | $2.000 / 1M |
| Output Price | $0.600 / 1M | $6.000 / 1M |
| Cache Read Price | $0.003 / 1M | $0.250 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 279,873 | 295,642 |
| Output Tokens | 7,049 | 115,041 |
| Reasoning Tokens | 904,285 | 353,398 |
| Response Time (avg) | 58.56s | 120.88s |
| Response Time (max) | 440.77s | 532.28s |
| Response Time (total) | 1346.87s | 2780.16s |
| Parameters | ~748B total (~16B active) | 2.4T total (95B active) |
| Availability | Open source | Weights available |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#126 DeepSeek V4.1 Flash 1017
high- Cost
- $0.004
- Time
- 27.2s
- Tokens
- 7,593 tok
#122 Qwen3.8 2.4T A95B
high
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
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 1017 | 10.0 | 10.0 | 100.0% | 0 | 43.53s | 144,680 | 1,907 | 4,293 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 127.11s | 186,711 | 2,240 | 10,171 |
| 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 1017 | 8.3 | 10.0 | 75.0% | 0 | 2.10s | 627 | 137 | 2,440 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 24.22s | 1,128 | 305 | 4,864 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 4.5 | 1.4 | 66.7% | 3 | 196.67s | 7,434 | 217 | 446,179 | |
| Qwen3.8 2.4T A95B | 5.9 | 6.3 | 55.6% | 1 | 160.52s | 6,399 | 3,310 | 48,078 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 37.28s | 107,806 | 3,862 | 41,936 | |
| Qwen3.8 2.4T A95B | 6.9 | 5.9 | 66.7% | 1 | 266.12s | 81,205 | 7,791 | 41,921 |
| 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 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.20s | 7,446 | 207 | 1,450 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 13.67s | 7,928 | 550 | 2,307 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.5 | 4.4 | 33.3% | 2 | 186.02s | 909 | 11 | 382,250 | |
| Qwen3.8 2.4T A95B | 4.1 | 6.5 | 22.2% | 1 | 301.08s | 964 | 11,279 | 139,028 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.02s | 549 | 120 | 570 | |
| Qwen3.8 2.4T A95B | 6.1 | 3.1 | 66.7% | 1 | 11.38s | 630 | 2,020 | 2,165 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 1.12s | 708 | 69 | 866 | |
| Qwen3.8 2.4T A95B | 9.8 | 10.0 | 100.0% | 0 | 11.45s | 927 | 245 | 1,727 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 5.5 | 7.4 | 44.4% | 1 | 5.70s | 828 | 235 | 7,784 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 65.54s | 989 | 698 | 15,073 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.28s | 8,625 | 267 | 305 | |
| Qwen3.8 2.4T A95B | 10.0 | 10.0 | 100.0% | 0 | 32.93s | 8,481 | 302 | 656 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.0 | 10.0 | 0.0% | 0 | 44.26s | 261 | 17 | 16,212 | |
| Qwen3.8 2.4T A95B | 3.0 | 10.0 | 0.0% | 0 | 347.95s | 280 | 86,301 | 87,408 |
Quick Compare
Switch Comparison Pair
DeepSeek V4.1 Flash 1017highvsMuse WondermaxGemini 3.5 FlashmediumvsQwen3.8 2.4T A95BhighQwen3.8 2.4T A95BhighvsMiMo-V2.6-FlashmediumDeepSeek V4.1 Flash 1017highvsMiMo-V2.6-FlashmediumMuse WondermaxvsQwen3.8 2.4T A95BhighDeepSeek V4.1 Flash 1017highvsGrok 4.5mediumDeepSeek V4.1 Flash 1017highvsGemini 3.5 FlashmediumDeepSeek V4.1 Flash 1017highvsStep 3.7 FlashmediumQwen3.8 2.4T A95BhighvsGrok 4.5mediumDeepSeek V4.1 Flash 1017highvsGrok 4.6mediumGPT-5.4 MinimediumvsQwen3.8 2.4T A95BhighQwen3.8 2.4T A95BhighvsStep 3.7 Flashmedium