- Rank
- #296
- Total Output Tokens
- 16,806
- Response Time (avg)
- 3.46s
- Total Cost
- $0.055
DeepSeek V4.1 Flash 1017 vs Dots 3 Note Preview (medium)
DeepSeek V4.1 Flash 1017 leads on average score with 5.8 vs 5.7. Dots 3 Note Preview (medium) has the lower benchmark cost at $0.000 vs $0.055. DeepSeek V4.1 Flash 1017 is faster at 3.46s vs 70.32s, with pass rates of 36.2% vs 58.0%.
Compared models
- Rank
- #306
- Total Output Tokens
- 661,931
- Response Time (avg)
- 70.32s
- Total Cost
- $0.000
Recommended model
DeepSeek V4.1 Flash 1017
It has the best score here (5.8), while responding about 20.4x faster than Dots 3 Note Preview (medium).
Detailed comparison
| Metric | DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 none | Dots 3 Note Preview Dots 3 Note Preview medium Free Available |
|---|---|---|
| Score | 5.8 | 5.7 |
| Rank | #296 | #306 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 6.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 36.2% | 58.0% |
| Flaky tests | 1 | 9 |
| Total Runs | 69 | 69 |
| Cost per result | 0.678 | 0.000 |
| Total Cost | $0.055 | $0.000 |
| Input Price | $0.150 / 1M | $0.000 / 1M |
| Output Price | $0.600 / 1M | $0.000 / 1M |
| Cache Read Price | $0.003 / 1M | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 293,927 | 208,598 |
| Output Tokens | 16,806 | 120,583 |
| Reasoning Tokens | 0 | 590,044 |
| Response Time (avg) | 3.46s | 70.32s |
| Response Time (max) | 43.95s | 459.19s |
| Response Time (total) | 79.48s | 1617.43s |
| Parameters | ~748B total (~16B active) | 280B total (16B active) |
| Availability | Open source | Open source |
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.
#296 DeepSeek V4.1 Flash 1017
none- Cost
- $0.001
- Time
- 7.1s
- Tokens
- 2,012 tok
#306 Dots 3 Note Preview
medium- Cost
- $0.000
- Time
- 585.4s
- Tokens
- 12,198 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 | 5.0 | 10.0 | 0.0% | 0 | 43.95s | 168,815 | 3,381 | 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 1017 | 3.6 | 10.0 | 0.0% | 0 | 1.14s | 552 | 990 | 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 1017 | 5.6 | 9.9 | 33.3% | 0 | 2.38s | 7,284 | 3,922 | 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 1017 | 3.0 | 10.0 | 0.0% | 0 | 7.51s | 99,393 | 7,551 | 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 1017 | 10.0 | 10.0 | 100.0% | 0 | 544ms | 7,296 | 201 | 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 1017 | 7.7 | 10.0 | 66.7% | 0 | 463ms | 684 | 30 | 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 1017 | 5.1 | 3.4 | 33.3% | 1 | 616ms | 474 | 113 | 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 1017 | 6.5 | 10.0 | 50.0% | 0 | 608ms | 633 | 60 | 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 1017 | 5.4 | 10.0 | 33.3% | 0 | 750ms | 603 | 315 | 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 1017 | 10.0 | 10.0 | 100.0% | 0 | 1.60s | 8,007 | 228 | 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 1017 | 3.0 | 10.0 | 0.0% | 0 | 655ms | 186 | 15 | 0 | |
| Dots 3 Note Preview | 3.0 | 10.0 | 0.0% | 0 | 15.46s | 192 | 320 | 5,424 |
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