- Rank
- #231
- Total Output Tokens
- 514,966
- Response Time (avg)
- 48.97s
- Total Cost
- $0.083
Laguna XS 2.1 (medium) vs Beam 1.0 501B A23B (xhigh)
The average score is effectively tied at 6.4 vs 6.5. Laguna XS 2.1 (medium) has the lower benchmark cost at $0.083 vs $0.688. Beam 1.0 501B A23B (xhigh) is faster at 9.18s vs 48.97s, with pass rates of 46.4% vs 63.8%.
Compared models
- Rank
- #226
- Total Output Tokens
- 158,497
- Response Time (avg)
- 9.18s
- Total Cost
- $0.688
Recommended model
Laguna XS 2.1 (medium)
It has the best score here (6.4), while costing about 8.3x less than Beam 1.0 501B A23B (xhigh).
Detailed comparison
| Metric | Laguna XS 2.1 Laguna XS 2.1 medium Free Available | Beam 1.0 501B A23B Beam 1.0 501B A23B xhigh |
|---|---|---|
| Score | 6.4 | 6.5 |
| Rank | #231 | #226 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.0 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 46.4% | 63.8% |
| Flaky tests | 3 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.922 | 5.730 |
| Total Cost | $0.083 | $0.688 |
| Input Price | $0.060 / 1M | $1.000 / 1M |
| Output Price | $0.120 / 1M | $3.000 / 1M |
| Cache Read Price | $0.030 / 1M | $0.100 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 352,516 | 212,065 |
| Output Tokens | 33,786 | 4,428 |
| Reasoning Tokens | 504,506 | 154,069 |
| Response Time (avg) | 48.97s | 9.18s |
| Response Time (max) | 422.72s | 44.64s |
| Response Time (total) | 1126.35s | 211.12s |
| Parameters | 33B total (3B active) | 501B total (23B active) |
| Availability | Weights available | 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.
#231 Laguna XS 2.1
medium- Cost
- $0.001
- Time
- 30.6s
- Tokens
- 4,678 tok
#226 Beam 1.0 501B A23B
xhigh- Cost
- $0.009
- Time
- 16.5s
- Tokens
- 6,827 tok
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 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 44.64s | 181,898 | 2,416 | 18,550 |
| 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 | |
| Beam 1.0 501B A23B | 9.2 | 8.4 | 91.7% | 1 | 1.52s | 1,125 | 355 | 3,764 |
| 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 | |
| Beam 1.0 501B A23B | 10.0 | 10.0 | 100.0% | 0 | 20.68s | 7,801 | 585 | 46,192 |
| 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 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 7,671 | 132 | 2,097 |
| 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 | |
| Beam 1.0 501B A23B | 10.0 | 10.0 | 100.0% | 0 | 1.60s | 7,998 | 271 | 2,047 |
| 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 | |
| Beam 1.0 501B A23B | 5.9 | 7.2 | 55.6% | 1 | 20.22s | 1,122 | 72 | 59,707 |
| 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 | |
| Beam 1.0 501B A23B | 5.1 | 3.4 | 33.3% | 1 | 2.50s | 618 | 87 | 2,749 |
| 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 | |
| Beam 1.0 501B A23B | 9.8 | 10.0 | 100.0% | 0 | 1.15s | 925 | 90 | 1,631 |
| 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 | |
| Beam 1.0 501B A23B | 5.8 | 4.4 | 66.7% | 2 | 4.46s | 1,038 | 309 | 9,948 |
| 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 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 1.84s | 1,533 | 72 | 465 |
| 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 | |
| Beam 1.0 501B A23B | 3.0 | 10.0 | 0.0% | 0 | 9.10s | 336 | 39 | 6,919 |
Quick Compare
Switch Comparison Pair
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