- Rank
- #155
- Total Output Tokens
- 607,037
- Response Time (avg)
- 61.81s
- Total Cost
- $0.000
Dots 3 Note Preview (low) vs Laguna XS 2.1 (medium)
Laguna XS 2.1 (medium) leads on average score with 6.5 vs 6.4. Dots 3 Note Preview (low) has the lower benchmark cost at $0.000 vs $0.068. Laguna XS 2.1 (medium) is faster at 48.18s vs 61.81s, with pass rates of 57.6% vs 45.5%.
- Rank
- #151
- Total Output Tokens
- 522,480
- Response Time (avg)
- 48.18s
- Total Cost
- $0.068
Recommended model
Laguna XS 2.1 (medium)
It has the strongest score in this comparison (6.5) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Dots 3 Note Preview Dots 3 Note Preview low Free Available | Laguna XS 2.1 Laguna XS 2.1 medium Free Available |
|---|---|---|
| Score | 6.4 | 6.5 |
| Rank | #155 | #151 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.2 | 9.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 57.6% | 45.5% |
| Flaky tests | 5 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 0.745 |
| Total Cost | $0.000 | $0.068 |
| Input Price | $0.000 / 1M | $0.060 / 1M |
| Output Price | $0.000 / 1M | $0.120 / 1M |
| Total Input Tokens | 113,889 | 118,998 |
| Output Tokens | 110,550 | 30,750 |
| Reasoning Tokens | 496,487 | 491,730 |
| Response Time (avg) | 61.81s | 48.18s |
| Response Time (max) | 417.36s | 422.72s |
| Response Time (total) | 1359.72s | 1059.93s |
| Parameters | 280B total (16B active) | 33B total (3B active) |
| Availability | Open source | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#155 Dots 3 Note Preview
low- Cost
- $0.000
- Time
- 64.3s
- Tokens
- 8,666 tok
#151 Laguna XS 2.1
medium- Cost
- $0.001
- Time
- 30.6s
- Tokens
- 4,678 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 |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 10.0 | 10.0 | 100.0% | 0 | 17.51s | 549 | 1,369 | 8,308 | |
| Laguna XS 2.1 | 4.8 | 10.0 | 25.0% | 0 | 41.96s | 774 | 353 | 73,090 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.9 | 7.2 | 55.6% | 1 | 287.61s | 7,368 | 52,120 | 338,264 | |
| Laguna XS 2.1 | 5.5 | 10.0 | 33.3% | 0 | 70.35s | 7,995 | 23,767 | 83,258 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 6.9 | 5.9 | 66.7% | 1 | 85.20s | 88,709 | 10,336 | 62,464 | |
| Laguna XS 2.1 | 6.3 | 10.0 | 50.0% | 0 | 218.07s | 91,698 | 5,496 | 229,064 |
| 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 | 7.3 | 5.8 | 83.3% | 1 | 11.49s | 7,710 | 1,334 | 6,955 | |
| Laguna XS 2.1 | 10.0 | 10.0 | 100.0% | 0 | 4.50s | 7,734 | 234 | 3,129 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 3.6 | 7.2 | 22.2% | 1 | 49.50s | 690 | 29,263 | 51,761 | |
| Laguna XS 2.1 | 3.5 | 4.4 | 33.3% | 2 | 67.48s | 843 | 17 | 91,430 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 4.0 | 9.7 | 0.0% | 0 | 27.55s | 474 | 9,190 | 9,927 | |
| Laguna XS 2.1 | 5.0 | 10.0 | 0.0% | 0 | 4.15s | 537 | 119 | 1,375 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 7.9 | 6.9 | 66.7% | 1 | 7.83s | 636 | 5,578 | 6,141 | |
| Laguna XS 2.1 | 9.8 | 10.0 | 100.0% | 0 | 2.57s | 753 | 82 | 1,844 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Dots 3 Note Preview | 5.3 | 10.0 | 33.3% | 0 | 8.52s | 606 | 810 | 8,214 | |
| Laguna XS 2.1 | 5.3 | 10.0 | 33.3% | 0 | 3.43s | 771 | 357 | 3,355 |
| 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 | 7.36s | 6,969 | 479 | 1,375 | |
| Laguna XS 2.1 | 10.0 | 10.0 | 100.0% | 0 | 3.01s | 7,638 | 309 | 748 |
| 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 | 8.80s | 178 | 71 | 3,078 | |
| Laguna XS 2.1 | 3.0 | 10.0 | 0.0% | 0 | 10.88s | 255 | 16 | 4,437 |
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