- Rank
- #275
- Total Output Tokens
- 110,071
- Response Time (avg)
- 14.02s
- Total Cost
- $0.000
Ling 3.0 Tiny vs Nemotron 3.5 Lightning (low)
Nemotron 3.5 Lightning (low) leads on average score with 4.8 vs 4.0. Ling 3.0 Tiny has the lower benchmark cost at $0.000 vs $0.140. Ling 3.0 Tiny is faster at 14.02s vs 59.81s, with pass rates of 9.1% vs 42.4%.
- Rank
- #250
- Total Output Tokens
- 665,174
- Response Time (avg)
- 59.81s
- Total Cost
- $0.140
Recommended model
Nemotron 3.5 Lightning (low)
It has the strongest score in this comparison (4.8) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Ling 3.0 Tiny Ling 3.0 Tiny none | Nemotron 3.5 Lightning Nemotron 3.5 Lightning low Free Available |
|---|---|---|
| Score | 4.0 | 4.8 |
| Rank | #275 | #250 |
| Reliability | 9.8 | 9.8 |
| Consistency | 10.0 | 6.8 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 9.1% | 42.4% |
| Flaky tests | 0 | 9 |
| Total Runs | 66 | 66 |
| Cost per result | 0.000 | 0.000 |
| Total Cost | $0.000 | $0.140 |
| Input Price | $0.000 / 1M | $0.080 / 1M |
| Output Price | $0.000 / 1M | $0.200 / 1M |
| Total Input Tokens | 184,579 | 138,792 |
| Output Tokens | 110,071 | 142,972 |
| Reasoning Tokens | 0 | 522,202 |
| Response Time (avg) | 14.02s | 59.81s |
| Response Time (max) | 240.61s | 312.21s |
| Response Time (total) | 294.46s | 1315.80s |
| Parameters | 7.9B total (1.3B active) | 30B total (3B active) |
| Availability | Open source | Weights available |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#275 Ling 3.0 Tiny
none
Invalid SVG
- Cost
- $0.000
- Time
- 334.1s
- Tokens
- 32,913 tok
#250 Nemotron 3.5 Lightning
low- Cost
- $0.000
- Time
- 32.2s
- Tokens
- 6,089 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 4.8 | 10.0 | 25.0% | 0 | 5.14s | 762 | 1,191 | 0 | |
| Nemotron 3.5 Lightning | 6.9 | 5.8 | 75.0% | 2 | 14.82s | 696 | 2,231 | 13,263 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 4.2 | 10.0 | 0.0% | 0 | 1.19s | 8,307 | 798 | 0 | |
| Nemotron 3.5 Lightning | 4.0 | 7.8 | 11.1% | 1 | 224.42s | 7,522 | 72,614 | 262,558 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 124.21s | 159,400 | 107,192 | 0 | |
| Nemotron 3.5 Lightning | 6.3 | 10.0 | 50.0% | 0 | 142.36s | 111,134 | 17,771 | 117,066 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 6.3 | 10.0 | 50.0% | 0 | 1.14s | 8,022 | 306 | 0 | |
| Nemotron 3.5 Lightning | 2.9 | 5.8 | 16.7% | 1 | 31.32s | 7,944 | 3,462 | 17,930 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 880ms | 654 | 18 | 0 | |
| Nemotron 3.5 Lightning | 3.6 | 7.2 | 22.2% | 1 | 52.66s | 798 | 40,719 | 74,528 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.4 | 9.9 | 0.0% | 0 | 1.07s | 549 | 141 | 0 | |
| Nemotron 3.5 Lightning | 3.7 | 9.5 | 0.0% | 0 | 4.61s | 516 | 2,794 | 2,933 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.1 | 10.0 | 0.0% | 0 | 2.44s | 750 | 72 | 0 | |
| Nemotron 3.5 Lightning | 8.4 | 6.9 | 83.3% | 1 | 5.46s | 723 | 434 | 4,423 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 2.64s | 756 | 215 | 0 | |
| Nemotron 3.5 Lightning | 3.6 | 1.8 | 44.4% | 3 | 6.21s | 726 | 1,402 | 11,841 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 3.05s | 5,148 | 126 | 0 | |
| Nemotron 3.5 Lightning | 10.0 | 10.0 | 100.0% | 0 | 5.08s | 8,526 | 124 | 2,685 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 988ms | 231 | 12 | 0 | |
| Nemotron 3.5 Lightning | 3.0 | 10.0 | 0.0% | 0 | 38.68s | 207 | 1,421 | 14,975 |
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