- Rank
- #200
- Total Output Tokens
- 538,292
- Response Time (avg)
- 48.97s
- Total Cost
- $0.083
Laguna XS 2.1 (medium) vs Qwen3.5-122B-A10B
The average score is effectively tied at 6.4 vs 6.4. Laguna XS 2.1 (medium) has the lower benchmark cost at $0.083 vs $0.308. Qwen3.5-122B-A10B is faster at 14.79s vs 48.97s, with pass rates of 46.4% vs 36.2%.
Compared models
- Rank
- #201
- Total Output Tokens
- 97,112
- Response Time (avg)
- 14.79s
- Total Cost
- $0.308
Recommended model
Laguna XS 2.1 (medium)
It has the best score here (6.4), while costing about 3.7x less than Qwen3.5-122B-A10B.
Detailed comparison
| Metric | Laguna XS 2.1 Laguna XS 2.1 medium Free Available | Qwen3.5-122B-A10B Qwen3.5-122B-A10B none |
|---|---|---|
| Score | 6.4 | 6.4 |
| Rank | #200 | #201 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.0 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 46.4% | 36.2% |
| Flaky tests | 3 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 0.922 | 4.452 |
| Total Cost | $0.083 | $0.308 |
| Input Price | $0.060 / 1M | $0.260 / 1M |
| Output Price | $0.120 / 1M | $2.080 / 1M |
| Total Input Tokens | 352,516 | 405,921 |
| Output Tokens | 33,786 | 97,112 |
| Reasoning Tokens | 504,506 | 0 |
| Response Time (avg) | 48.97s | 14.79s |
| Response Time (max) | 422.72s | 212.63s |
| Response Time (total) | 1126.35s | 340.25s |
| Parameters | 33B total (3B active) | 122B total (10B active) |
| Availability | Weights available | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#200 Laguna XS 2.1
medium- Cost
- $0.001
- Time
- 30.6s
- Tokens
- 4,678 tok
#201 Qwen3.5-122B-A10B
none- Cost
- $0.016
- Time
- 44.5s
- Tokens
- 6,431 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 |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 6.1 | 3.1 | 66.7% | 1 | 66.42s | 233,518 | 3,036 | 12,776 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 55.86s | 164,346 | 8,653 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 4.8 | 10.0 | 25.0% | 0 | 41.96s | 774 | 353 | 73,090 | |
| Qwen3.5-122B-A10B | 4.8 | 10.0 | 25.0% | 0 | 1.59s | 696 | 312 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 5.5 | 10.0 | 33.3% | 0 | 70.35s | 7,995 | 23,767 | 83,258 | |
| Qwen3.5-122B-A10B | 3.7 | 7.0 | 22.2% | 1 | 2.77s | 7,913 | 693 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 6.3 | 10.0 | 50.0% | 0 | 218.07s | 91,698 | 5,496 | 229,064 | |
| Qwen3.5-122B-A10B | 5.2 | 6.9 | 33.3% | 1 | 129.31s | 214,006 | 86,212 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 10.0 | 10.0 | 100.0% | 0 | 4.50s | 7,734 | 234 | 3,129 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 1.01s | 7,794 | 243 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 3.5 | 4.4 | 33.3% | 2 | 67.48s | 843 | 17 | 91,430 | |
| Qwen3.5-122B-A10B | 5.3 | 10.0 | 33.3% | 0 | 523ms | 798 | 16 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 5.0 | 10.0 | 0.0% | 0 | 4.15s | 537 | 119 | 1,375 | |
| Qwen3.5-122B-A10B | 5.0 | 10.0 | 0.0% | 0 | 1.12s | 522 | 66 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 9.8 | 10.0 | 100.0% | 0 | 2.57s | 753 | 82 | 1,844 | |
| Qwen3.5-122B-A10B | 6.3 | 10.0 | 50.0% | 0 | 513ms | 711 | 69 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 5.3 | 10.0 | 33.3% | 0 | 3.43s | 771 | 357 | 3,355 | |
| Qwen3.5-122B-A10B | 3.8 | 10.0 | 0.0% | 0 | 1.00s | 714 | 575 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 10.0 | 10.0 | 100.0% | 0 | 3.01s | 7,638 | 309 | 748 | |
| Qwen3.5-122B-A10B | 10.0 | 10.0 | 100.0% | 0 | 2.04s | 8,211 | 264 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Laguna XS 2.1 | 3.0 | 10.0 | 0.0% | 0 | 10.88s | 255 | 16 | 4,437 | |
| Qwen3.5-122B-A10B | 3.0 | 10.0 | 0.0% | 0 | 295ms | 210 | 9 | 0 |
Quick Compare
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