- Rank
- #200
- Total Output Tokens
- 538,292
- Response Time (avg)
- 48.97s
- Total Cost
- $0.083
Laguna XS 2.1 (medium) vs Solar Pro 4 (medium)
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 $0.174. Laguna XS 2.1 (medium) is faster at 48.97s vs 133.93s, with pass rates of 46.4% vs 60.9%.
Compared models
- Rank
- #204
- Total Output Tokens
- 408,067
- Response Time (avg)
- 133.93s
- Total Cost
- $0.174
Recommended model
Laguna XS 2.1 (medium)
It has the best score here (6.4), while costing about 2.1x less than Solar Pro 4 (medium).
Detailed comparison
| Metric | Laguna XS 2.1 Laguna XS 2.1 medium Free Available | Solar Pro 4 Solar Pro 4 medium |
|---|---|---|
| Score | 6.4 | 6.4 |
| Rank | #200 | #204 |
| Reliability | 10.0 | 9.9 |
| Consistency | 9.0 | 8.4 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 46.4% | 60.9% |
| Flaky tests | 3 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.922 | 0.673 |
| Total Cost | $0.083 | $0.174 |
| Input Price | $0.060 / 1M | $0.090 / 1M |
| Output Price | $0.120 / 1M | $0.360 / 1M |
| Total Input Tokens | 352,516 | 299,558 |
| Output Tokens | 33,786 | 33,248 |
| Reasoning Tokens | 504,506 | 374,819 |
| Response Time (avg) | 48.97s | 133.93s |
| Response Time (max) | 422.72s | 519.91s |
| Response Time (total) | 1126.35s | 3080.36s |
| Parameters | 33B total (3B active) | ~100B |
| Availability | Weights available | Closed |
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
#204 Solar Pro 4
medium
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- Tokens
- 0 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 | |
| Solar Pro 4 | 4.7 | 3.1 | 33.3% | 1 | 272.28s | 211,656 | 2,505 | 39,151 |
| 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 | |
| Solar Pro 4 | 8.2 | 7.9 | 83.3% | 1 | 53.37s | 1,104 | 581 | 35,551 |
| 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 | |
| Solar Pro 4 | 5.5 | 7.4 | 44.4% | 1 | 310.39s | 6,960 | 24,549 | 98,680 |
| 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 | |
| Solar Pro 4 | 6.4 | 5.8 | 66.7% | 1 | 294.82s | 60,774 | 4,412 | 64,360 |
| 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 | |
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 43.08s | 7,575 | 252 | 16,531 |
| 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 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 201.85s | 1,007 | 25 | 59,990 |
| 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 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 48.00s | 609 | 136 | 8,755 |
| 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 | |
| Solar Pro 4 | 9.8 | 10.0 | 100.0% | 0 | 40.08s | 909 | 76 | 12,588 |
| 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 | |
| Solar Pro 4 | 9.0 | 7.9 | 88.9% | 1 | 45.83s | 1,017 | 469 | 22,441 |
| 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 | |
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 7.86s | 7,620 | 225 | 768 |
| 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 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 108.62s | 327 | 18 | 16,004 |
Quick Compare
Switch Comparison Pair
Laguna XS 2.1mediumFree AvailablevsQwen3.5-122B-A10BnoneKAT-Coder-Pro V2.5highvsLaguna XS 2.1mediumFree AvailableLaguna XS 2.1mediumFree AvailablevsGLM 5.2noneQwen3.5 Plus 2026-02-15nonevsSolar Pro 4mediumGemini 3 Flash PreviewnonevsSolar Pro 4mediumGemini 3 Flash PreviewnonevsLaguna XS 2.1mediumFree AvailableLaguna XS 2.1mediumFree AvailablevsGLM 5.1noneLaguna XS 2.1mediumFree AvailablevsQwen3.5 Plus 2026-02-15noneQwen3.5-122B-A10BnonevsSolar Pro 4mediumLaguna XS 2.1mediumFree AvailablevsGLM 5.3lowGemini 3.5 FlashminimalvsSolar Pro 4mediumMercury 2.5highvsLaguna XS 2.1mediumFree Available