- Rank
- #258
- Total Output Tokens
- 15,499
- Response Time (avg)
- 7.28s
- Total Cost
- $0.030
Gemma 4 31B vs Ling 3.0 Flash (high)
Ling 3.0 Flash (high) leads on average score with 5.8 vs 5.7. Ling 3.0 Flash (high) has the lower benchmark cost at $0.000 vs $0.030. Gemma 4 31B is faster at 7.28s vs 13.08s, with pass rates of 42.0% vs 60.9%.
Compared models
- Rank
- #251
- Total Output Tokens
- 299,456
- Response Time (avg)
- 13.08s
- Total Cost
- $0.000
Recommended model
Gemma 4 31B
Its score stays close to the best score here (5.7 vs 5.8), while responding about 1.8x faster than Ling 3.0 Flash (high).
Detailed comparison
| Metric | Gemma 4 31B Gemma 4 31B none Free Available | Ling 3.0 Flash Ling 3.0 Flash high |
|---|---|---|
| Score | 5.7 | 5.8 |
| Rank | #258 | #251 |
| Reliability | 10.0 | 9.8 |
| Consistency | 9.6 | 8.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 42.0% | 60.9% |
| Flaky tests | 1 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.520 | 0.000 |
| Total Cost | $0.030 | $0.000 |
| Input Price | $0.090 / 1M | $0.021 / 1M |
| Output Price | $0.340 / 1M | $0.063 / 1M |
| Total Input Tokens | 270,970 | 132,044 |
| Output Tokens | 15,499 | 92,135 |
| Reasoning Tokens | 0 | 207,321 |
| Response Time (avg) | 7.28s | 13.08s |
| Response Time (max) | 44.73s | 75.27s |
| Response Time (total) | 152.84s | 287.79s |
| Parameters | 30.7B | 124B total (5.1B active) |
| Availability | Open source | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#258 Gemma 4 31B
none- Cost
- $0.001
- Time
- 12.8s
- Tokens
- 795 tok
#251 Ling 3.0 Flash
high- Cost
- $0.000
- Time
- 30.7s
- Tokens
- 10,576 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 3.9 | 9.6 | 0.0% | 0 | 44.73s | 145,267 | 2,182 | 0 | |
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 42ms | 0 | 0 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 6.5 | 10.0 | 50.0% | 0 | 1.85s | 852 | 45 | 0 | |
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.26s | 750 | 1,127 | 3,129 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 5.5 | 10.0 | 33.3% | 0 | 11.19s | 8,381 | 735 | 0 | |
| Ling 3.0 Flash | 6.7 | 5.0 | 66.7% | 2 | 14.85s | 8,298 | 15,602 | 32,152 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 3.8 | 5.8 | 33.3% | 1 | 29.95s | 104,817 | 11,910 | 0 | |
| Ling 3.0 Flash | 2.9 | 6.0 | 16.7% | 1 | 50.41s | 103,841 | 28,377 | 80,872 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 2.25s | 8,352 | 285 | 0 | |
| Ling 3.0 Flash | 7.3 | 5.8 | 83.3% | 1 | 7.15s | 8,016 | 3,455 | 9,048 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 5.3 | 10.0 | 33.3% | 0 | 3.65s | 878 | 27 | 0 | |
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 30.29s | 648 | 37,633 | 61,104 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 2.09s | 576 | 117 | 0 | |
| Ling 3.0 Flash | 5.0 | 10.0 | 0.0% | 0 | 2.98s | 546 | 63 | 344 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 6.5 | 10.0 | 50.0% | 0 | 2.84s | 795 | 78 | 0 | |
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.85s | 744 | 402 | 2,031 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 6.5 | 10.0 | 33.3% | 0 | 4.23s | 828 | 108 | 0 | |
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.33s | 747 | 753 | 4,623 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Flash | 10.0 | 10.0 | 100.0% | 0 | 6.47s | 8,226 | 322 | 527 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 3.0 | 10.0 | 0.0% | 0 | 1.25s | 224 | 12 | 0 | |
| Ling 3.0 Flash | 3.0 | 10.0 | 0.0% | 0 | 24.35s | 228 | 4,401 | 13,491 |
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