- Rank
- #300
- Total Output Tokens
- 3,627
- Response Time (avg)
- 4.16s
- Total Cost
- $0.024
GPT-4o-mini vs Laguna S 2.1 (medium)
Laguna S 2.1 (medium) leads on average score with 5.0 vs 5.0. GPT-4o-mini has the lower benchmark cost at $0.024 vs $0.080. GPT-4o-mini is faster at 4.16s vs 63.06s, with pass rates of 21.7% vs 24.6%.
Compared models
- Rank
- #296
- Total Output Tokens
- 386,824
- Response Time (avg)
- 63.06s
- Total Cost
- $0.080
Recommended model
GPT-4o-mini
Its score stays close to the best score here (5.0 vs 5.0), while costing about 3.3x less than Laguna S 2.1 (medium).
Detailed comparison
| Metric | GPT-4o-mini GPT-4o-mini none | Laguna S 2.1 Laguna S 2.1 medium Free Available |
|---|---|---|
| Score | 5.0 | 5.0 |
| Rank | #300 | #296 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.9 | 8.5 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 21.7% | 24.6% |
| Flaky tests | 0 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.480 | 1.987 |
| Total Cost | $0.024 | $0.080 |
| Input Price | $0.150 / 1M | $0.090 / 1M |
| Output Price | $0.600 / 1M | $0.180 / 1M |
| Total Input Tokens | 145,180 | 230,291 |
| Output Tokens | 3,627 | 99,030 |
| Reasoning Tokens | 0 | 287,794 |
| Response Time (avg) | 4.16s | 63.06s |
| Response Time (max) | 39.99s | 560.31s |
| Response Time (total) | 70.70s | 1450.31s |
| Parameters | ~8B | 118B total (8B active) |
| Availability | Closed | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#300 GPT-4o-mini
none- Cost
- $0.001
- Time
- 6.6s
- Tokens
- 742 tok
#296 Laguna S 2.1
medium- Cost
- $0.001
- Time
- 4.0s
- Tokens
- 867 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 |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 5.0 | 10.0 | 0.0% | 0 | 39.99s | 92,035 | 714 | 0 | |
| Laguna S 2.1 | 3.4 | 2.2 | 33.3% | 1 | 165.05s | 143,644 | 1,732 | 45,497 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 4.8 | 10.0 | 25.0% | 0 | 1.34s | 618 | 186 | 0 | |
| Laguna S 2.1 | 3.4 | 5.8 | 25.0% | 2 | 51.82s | 672 | 370 | 45,172 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 3.2 | 9.6 | 0.0% | 0 | 1.63s | 7,314 | 367 | 0 | |
| Laguna S 2.1 | 5.3 | 7.2 | 44.4% | 1 | 158.98s | 7,917 | 93,354 | 106,718 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 3.0 | 10.0 | 0.0% | 0 | 6.32s | 29,916 | 1,497 | 0 | |
| Laguna S 2.1 | 3.2 | 9.1 | 0.0% | 0 | 284.71s | 60,785 | 2,413 | 80,089 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 10.0 | 10.0 | 100.0% | 0 | 1.27s | 7,161 | 183 | 0 | |
| Laguna S 2.1 | 10.0 | 10.0 | 100.0% | 0 | 2.42s | 7,689 | 243 | 1,699 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 3.0 | 10.0 | 0.0% | 0 | 743ms | 741 | 17 | 0 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 771 | 24 | 2,863 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 4.0 | 10.0 | 0.0% | 0 | 909ms | 480 | 66 | 0 | |
| Laguna S 2.1 | 4.6 | 9.8 | 0.0% | 0 | 739ms | 513 | 164 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 6.3 | 10.0 | 50.0% | 0 | 1.11s | 666 | 69 | 0 | |
| Laguna S 2.1 | 4.2 | 9.9 | 0.0% | 0 | 400ms | 702 | 57 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 3.5 | 10.0 | 0.0% | 0 | 1.21s | 651 | 308 | 0 | |
| Laguna S 2.1 | 3.1 | 10.0 | 0.0% | 0 | 2.62s | 699 | 375 | 2,497 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 10.0 | 10.0 | 100.0% | 0 | 2.51s | 5,400 | 205 | 0 | |
| Laguna S 2.1 | 10.0 | 10.0 | 100.0% | 0 | 2.24s | 6,747 | 270 | 420 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-4o-mini | 3.0 | 10.0 | 0.0% | 0 | 794ms | 198 | 15 | 0 | |
| Laguna S 2.1 | 3.0 | 10.0 | 0.0% | 0 | 7.11s | 152 | 28 | 2,839 |
Quick Compare
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