- Rank
- #250
- Total Output Tokens
- 292,779
- Response Time (avg)
- 16.63s
- Total Cost
- $0.123
DeepSeek V4.1 Flash vs Dots 3 Note Preview (medium)
DeepSeek V4.1 Flash leads on average score with 5.8 vs 5.7. Dots 3 Note Preview (medium) has the lower benchmark cost at $0.000 vs $0.123. DeepSeek V4.1 Flash is faster at 16.63s vs 70.32s, with pass rates of 36.2% vs 58.0%.
Compared models
- Rank
- #257
- Total Output Tokens
- 710,627
- Response Time (avg)
- 70.32s
- Total Cost
- $0.000
Recommended model
DeepSeek V4.1 Flash
It has the best score here (5.8), while responding about 4.2x faster than Dots 3 Note Preview (medium).
Detailed comparison
| Metric | DeepSeek V4.1 Flash DeepSeek V4.1 Flash none | Dots 3 Note Preview Dots 3 Note Preview medium Free Available |
|---|---|---|
| Score | 5.8 | 5.7 |
| Rank | #250 | #257 |
| Reliability | 9.7 | 10.0 |
| Consistency | 9.1 | 6.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 36.2% | 58.0% |
| Flaky tests | 3 | 9 |
| Total Runs | 69 | 69 |
| Cost per result | 2.806 | 0.000 |
| Total Cost | $0.123 | $0.000 |
| Input Price | $0.020 / 1M | $0.000 / 1M |
| Output Price | $0.396 / 1M | $0.000 / 1M |
| Total Input Tokens | 337,756 | 208,598 |
| Output Tokens | 292,779 | 120,583 |
| Reasoning Tokens | 0 | 590,044 |
| Response Time (avg) | 16.63s | 70.32s |
| Response Time (max) | 247.66s | 459.19s |
| Response Time (total) | 382.53s | 1617.43s |
| Parameters | 748B total (16B active) | 280B total (16B active) |
| Availability | Open source | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#250 DeepSeek V4.1 Flash
none- Cost
- $0.021
- Time
- 55.4s
- Tokens
- 17,181 tok
#257 Dots 3 Note Preview
medium- Cost
- $0.000
- Time
- 585.4s
- Tokens
- 12,198 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 | 7.4 | 3.8 | 66.7% | 1 | 55.81s | 200,069 | 18,999 | 0 | |
| Dots 3 Note Preview | 4.7 | 1.6 | 66.7% | 1 | 140.48s | 113,959 | 12,570 | 18,518 |
| 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 | 3.7 | 8.4 | 8.3% | 1 | 1.90s | 552 | 907 | 0 | |
| Dots 3 Note Preview | 8.7 | 7.9 | 91.7% | 1 | 7.76s | 549 | 6,652 | 11,129 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 5.5 | 10.0 | 33.3% | 0 | 83.66s | 7,284 | 263,438 | 0 | |
| Dots 3 Note Preview | 4.2 | 5.1 | 33.3% | 2 | 309.15s | 7,368 | 29,392 | 373,137 |
| Combined | 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 | 10.37s | 116,933 | 8,699 | 0 | |
| Dots 3 Note Preview | 9.9 | 10.0 | 100.0% | 0 | 60.81s | 69,445 | 8,753 | 41,136 |
| 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 | 3.09s | 2,322 | 117 | 0 | |
| Dots 3 Note Preview | 4.5 | 1.4 | 66.7% | 2 | 78.47s | 7,710 | 16,112 | 61,329 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 7.7 | 10.0 | 66.7% | 0 | 5.46s | 684 | 21 | 0 | |
| Dots 3 Note Preview | 3.6 | 7.2 | 22.2% | 1 | 47.54s | 690 | 29,960 | 52,323 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 5.5 | 10.0 | 0.0% | 0 | 1.69s | 474 | 93 | 0 | |
| Dots 3 Note Preview | 3.8 | 9.5 | 0.0% | 0 | 26.20s | 474 | 10,578 | 11,535 |
| Instructions following | 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 | 6.81s | 633 | 62 | 0 | |
| Dots 3 Note Preview | 8.5 | 6.8 | 83.3% | 1 | 7.77s | 636 | 4,773 | 5,324 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash | 5.3 | 7.2 | 44.4% | 1 | 1.49s | 603 | 215 | 0 | |
| Dots 3 Note Preview | 5.3 | 7.2 | 44.4% | 1 | 8.71s | 606 | 1,022 | 8,755 |
| 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 | 3.76s | 8,016 | 219 | 0 | |
| Dots 3 Note Preview | 10.0 | 10.0 | 100.0% | 0 | 13.97s | 6,969 | 451 | 1,434 |
| 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 | 1.32s | 186 | 9 | 0 | |
| Dots 3 Note Preview | 3.0 | 10.0 | 0.0% | 0 | 15.46s | 192 | 320 | 5,424 |
Quick Compare
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