- Rank
- #303
- Total Output Tokens
- 22,507
- Response Time (avg)
- 5.36s
- Total Cost
- $0.000
Dots 3 Note Preview vs Qwen3 Coder Next
Dots 3 Note Preview leads on average score with 5.0 vs 4.9. Dots 3 Note Preview has the lower benchmark cost at $0.000 vs $0.067. Dots 3 Note Preview is faster at 5.36s vs 19.73s, with pass rates of 15.9% vs 24.6%.
Compared models
- Rank
- #308
- Total Output Tokens
- 45,168
- Response Time (avg)
- 19.73s
- Total Cost
- $0.067
Recommended model
Dots 3 Note Preview
It has the best score here (5.0), while responding about 3.7x faster than Qwen3 Coder Next.
Detailed comparison
| Metric | Dots 3 Note Preview Dots 3 Note Preview none Free Available | Qwen3 Coder Next Qwen3 Coder Next none |
|---|---|---|
| Score | 5.0 | 4.9 |
| Rank | #303 | #308 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 9.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 15.9% | 24.6% |
| Flaky tests | 1 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 1.300 |
| Total Cost | $0.000 | $0.067 |
| Input Price | $0.000 / 1M | $0.120 / 1M |
| Output Price | $0.000 / 1M | $0.800 / 1M |
| Cache Read Price | N/A | $0.070 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 225,907 | 250,329 |
| Output Tokens | 22,507 | 45,168 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 5.36s | 19.73s |
| Response Time (max) | 45.71s | 208.38s |
| Response Time (total) | 123.38s | 355.09s |
| Parameters | 280B total (16B active) | 80B total (3B 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.
#303 Dots 3 Note Preview
none- Cost
- $0.000
- Time
- 88.3s
- Tokens
- 10,531 tok
#308 Qwen3 Coder Next
none
Invalid SVG
- Cost
- $0.058
- Time
- 246.3s
- Tokens
- 64,126 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 |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.9 | 9.6 | 0.0% | 0 | 45.71s | 109,752 | 2,828 | 0 | |
| Qwen3 Coder Next | 3.9 | 9.6 | 0.0% | 0 | 208.38s | 116,102 | 33,360 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.1 | 9.9 | 0.0% | 0 | 1.92s | 609 | 1,362 | 0 | |
| Qwen3 Coder Next | 3.6 | 10.0 | 0.0% | 0 | 3.31s | 645 | 1,321 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 4.6 | 7.9 | 22.2% | 1 | 6.12s | 7,413 | 6,390 | 0 | |
| Qwen3 Coder Next | 4.6 | 7.9 | 22.2% | 1 | 2.22s | 7,442 | 621 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.0 | 10.0 | 0.0% | 0 | 14.81s | 90,586 | 10,732 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 30.86s | 107,180 | 8,541 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 10.0 | 10.0 | 100.0% | 0 | 2.72s | 7,740 | 249 | 0 | |
| Qwen3 Coder Next | 6.5 | 10.0 | 50.0% | 0 | 1.32s | 7,758 | 246 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.0 | 10.0 | 0.0% | 0 | 1.10s | 735 | 24 | 0 | |
| Qwen3 Coder Next | 5.3 | 10.0 | 33.3% | 0 | 871ms | 762 | 26 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.0 | 10.0 | 0.0% | 0 | 1.63s | 489 | 115 | 0 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 1.34s | 498 | 152 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 4.8 | 10.0 | 0.0% | 0 | 1.06s | 666 | 72 | 0 | |
| Qwen3 Coder Next | 6.3 | 10.0 | 50.0% | 0 | 7.78s | 684 | 63 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.3 | 10.0 | 0.0% | 0 | 1.50s | 651 | 492 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 24.34s | 678 | 571 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 10.0 | 10.0 | 100.0% | 0 | 4.04s | 7,059 | 231 | 0 | |
| Qwen3 Coder Next | 10.0 | 10.0 | 100.0% | 0 | 2.47s | 8,364 | 255 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.0 | 10.0 | 0.0% | 0 | 961ms | 207 | 12 | 0 | |
| Qwen3 Coder Next | 3.0 | 10.0 | 0.0% | 0 | 601ms | 216 | 12 | 0 |
Quick Compare
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