- Rank
- #272
- Total Output Tokens
- 85,777
- Response Time (avg)
- 15.75s
- Total Cost
- $0.000
Ling 3.1 Flash vs Nemotron 3 Super (medium)
Nemotron 3 Super (medium) leads on average score with 5.5 vs 5.5. Ling 3.1 Flash has the lower benchmark cost at $0.000 vs $0.081. Ling 3.1 Flash is faster at 15.75s vs 56.40s, with pass rates of 33.3% vs 42.0%.
Compared models
- Rank
- #270
- Total Output Tokens
- 147,935
- Response Time (avg)
- 56.40s
- Total Cost
- $0.081
Recommended model
Ling 3.1 Flash
Its score stays close to the best score here (5.5 vs 5.5), while responding about 3.6x faster than Nemotron 3 Super (medium).
Detailed comparison
| Metric | Ling 3.1 Flash Ling 3.1 Flash none | Nemotron 3 Super Nemotron 3 Super medium Free Available |
|---|---|---|
| Score | 5.5 | 5.5 |
| Rank | #272 | #270 |
| Reliability | 9.8 | 9.5 |
| Consistency | 8.4 | 8.5 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 33.3% | 42.0% |
| Flaky tests | 5 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 0.004 |
| Total Cost | $0.000 | $0.081 |
| Input Price | $0.000 / 1M | $0.080 / 1M |
| Output Price | $0.000 / 1M | $0.450 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 286,758 | 229,346 |
| Output Tokens | 85,777 | 18,597 |
| Reasoning Tokens | 0 | 129,338 |
| Response Time (avg) | 15.75s | 56.40s |
| Response Time (max) | 90.95s | 431.98s |
| Response Time (total) | 362.23s | 1184.46s |
| Parameters | 560B total (25B active) | 120B total (12B active) |
| Availability | Closed | Weights available |
Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#272 Ling 3.1 Flash
none- Cost
- $0.000
- Time
- 171.4s
- Tokens
- 20,178 tok
#270 Nemotron 3 Super
medium- Cost
- $0.000
- Time
- 272.6s
- Tokens
- 5,296 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 |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 6.1 | 3.1 | 66.7% | 1 | 68.68s | 163,444 | 9,213 | 0 | |
| Nemotron 3 Super | 4.7 | 1.6 | 66.7% | 1 | 138.25s | 147,908 | 923 | 31,438 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 3.6 | 10.0 | 0.0% | 0 | 2.02s | 762 | 1,298 | 0 | |
| Nemotron 3 Super | 8.3 | 10.0 | 75.0% | 0 | 7.85s | 686 | 748 | 1,305 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 4.5 | 7.5 | 22.2% | 1 | 31.85s | 8,307 | 27,810 | 0 | |
| Nemotron 3 Super | 3.1 | 10.0 | 0.0% | 0 | 147.32s | 2,275 | 797 | 4,424 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 2.9 | 5.8 | 16.7% | 1 | 25.41s | 92,441 | 8,416 | 0 | |
| Nemotron 3 Super | 6.4 | 5.8 | 66.7% | 1 | 259.89s | 59,463 | 5,542 | 75,095 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 12.27s | 8,022 | 249 | 0 | |
| Nemotron 3 Super | 10.0 | 10.0 | 100.0% | 0 | 18.16s | 7,944 | 877 | 2,607 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 1.72s | 846 | 331 | 0 | |
| Nemotron 3 Super | 2.9 | 4.4 | 22.2% | 2 | 19.35s | 465 | 4,558 | 5,119 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 5.0 | 10.0 | 0.0% | 0 | 1.41s | 549 | 131 | 0 | |
| Nemotron 3 Super | 4.1 | 10.0 | 0.0% | 0 | 6.91s | 492 | 105 | 363 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 8.0 | 6.8 | 66.7% | 1 | 1.22s | 750 | 78 | 0 | |
| Nemotron 3 Super | 7.3 | 10.0 | 50.0% | 0 | 6.97s | 723 | 956 | 2,383 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 7.7 | 10.0 | 66.7% | 0 | 3.31s | 756 | 2,073 | 0 | |
| Nemotron 3 Super | 3.0 | 10.0 | 0.0% | 0 | 3.15s | 708 | 570 | 1,322 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 4.7 | 1.6 | 66.7% | 1 | 4.66s | 10,650 | 303 | 0 | |
| Nemotron 3 Super | 10.0 | 10.0 | 100.0% | 0 | 39.75s | 8,544 | 270 | 1,969 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 90.95s | 231 | 35,875 | 0 | |
| Nemotron 3 Super | 3.0 | 10.0 | 0.0% | 0 | 55.32s | 138 | 3,251 | 3,313 |
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