- Rank
- #151
- Total Output Tokens
- 397,891
- Response Time (avg)
- 16.25s
- Total Cost
- $0.621
Gemini 3.1 Flash Lite (low) vs Laguna XS 2.1 (medium)
Gemini 3.1 Flash Lite (low) leads on average score with 6.6 vs 6.5. Laguna XS 2.1 (medium) has the lower benchmark cost at $0.068 vs $0.621. Gemini 3.1 Flash Lite (low) is faster at 16.25s vs 48.18s, with pass rates of 63.6% vs 45.5%.
- Rank
- #155
- Total Output Tokens
- 522,480
- Response Time (avg)
- 48.18s
- Total Cost
- $0.068
Recommended model
Laguna XS 2.1 (medium)
Its score stays close to the best score here (6.5 vs 6.6), while costing about 9.3x less than Gemini 3.1 Flash Lite (low).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low | Laguna XS 2.1 Laguna XS 2.1 medium Free Available |
|---|---|---|
| Score | 6.6 | 6.5 |
| Rank | #151 | #155 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.2 | 9.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 63.6% | 45.5% |
| Flaky tests | 2 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 4.773 | 0.745 |
| Total Cost | $0.621 | $0.068 |
| Input Price | $0.250 / 1M | $0.060 / 1M |
| Output Price | $1.500 / 1M | $0.120 / 1M |
| Total Input Tokens | 94,233 | 118,998 |
| Output Tokens | 7,759 | 30,750 |
| Reasoning Tokens | 390,132 | 491,730 |
| Response Time (avg) | 16.25s | 48.18s |
| Response Time (max) | 318.02s | 422.72s |
| Response Time (total) | 357.39s | 1059.93s |
| Parameters | ~150B total (~10B active) | 33B total (3B active) |
| Availability | Closed | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#151 Gemini 3.1 Flash Lite
low- Cost
- $0.003
- Time
- 4.0s
- Tokens
- 1,479 tok
#155 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 7.3 | 6.2 | 75.0% | 2 | 1.84s | 500 | 1,013 | 1,548 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 1.53s | 8,132 | 471 | 1,072 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 3.2 | 9.1 | 0.0% | 0 | 161.25s | 70,202 | 5,375 | 381,841 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.44s | 7,453 | 291 | 697 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 7.7 | 10.0 | 66.7% | 0 | 1.44s | 648 | 15 | 1,220 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 4.0 | 10.0 | 0.0% | 0 | 1.37s | 492 | 69 | 438 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.52s | 619 | 72 | 760 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.40s | 570 | 210 | 1,191 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 5.66s | 5,457 | 234 | 945 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 1.46s | 160 | 9 | 420 | |
| Laguna XS 2.1 | 3.0 | 10.0 | 0.0% | 0 | 10.88s | 255 | 16 | 4,437 |
Quick Compare
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