- Rank
- #442
- Total Output Tokens
- 868,004
- Response Time (avg)
- 63.15s
- Total Cost
- $0.000
Ling 3.0 Tiny (low) vs LFM3-1.7B (default)
LFM3-1.7B (default) leads on average score with 4.1 vs 3.7. Ling 3.0 Tiny (low) has the lower benchmark cost at $0.000 vs $0.084. LFM3-1.7B (default) is faster at 16.99s vs 63.15s, with pass rates of 18.8% vs 34.8%.
Compared models
- Rank
- #430
- Total Output Tokens
- 329,997
- Response Time (avg)
- 16.99s
- Total Cost
- $0.084
Recommended model
LFM3-1.7B (default)
It has the best score here (4.1), while responding about 3.7x faster than Ling 3.0 Tiny (low).
Detailed comparison
| Metric | Ling 3.0 Tiny Ling 3.0 Tiny low | LFM3-1.7B LFM3-1.7B default Free Available |
|---|---|---|
| Score | 3.7 | 4.1 |
| Rank | #442 | #430 |
| Reliability | 9.6 | 10.0 |
| Consistency | 9.7 | 8.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 18.8% | 34.8% |
| Flaky tests | 1 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 1.672 |
| Total Cost | $0.000 | $0.084 |
| Input Price | $0.000 / 1M | $0.080 / 1M |
| Output Price | $0.000 / 1M | $0.200 / 1M |
| Cache Read Price | N/A | $0.020 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 99,662 | 219,830 |
| Output Tokens | 146,555 | 5,711 |
| Reasoning Tokens | 732,977 | 324,286 |
| Response Time (avg) | 63.15s | 16.99s |
| Response Time (max) | 252.08s | 56.52s |
| Response Time (total) | 1389.35s | 390.77s |
| Parameters | 7.9B total (1.3B active) | 1.7B |
| Availability | Open source | 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.
#442 Ling 3.0 Tiny
low
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 200.0s
- Tokens
- 5,030 tok
#430 LiquidAI: LFM3-1.7B
default
OpenRouter returned no showcase content (finish_reason: length).
- Cost
- $0.002
- Time
- 23.3s
- Tokens
- 8,320 tok
Category Breakdown
| Agentic | 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 | 21ms | 0 | 0 | 0 | |
| LFM3-1.7B | 3.4 | 9.6 | 0.0% | 0 | 56.52s | 149,079 | 749 | 32,217 |
| 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 | 6.5 | 10.0 | 50.0% | 0 | 25.30s | 750 | 5,100 | 94,884 | |
| LFM3-1.7B | 7.0 | 7.9 | 66.7% | 1 | 5.98s | 672 | 2,226 | 16,677 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 2.9 | 10.0 | 0.0% | 0 | 170.73s | 7,619 | 56,012 | 170,220 | |
| LFM3-1.7B | 2.9 | 10.0 | 0.0% | 0 | 26.48s | 7,461 | 0 | 73,728 |
| 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 | 134.79s | 72,165 | 19,498 | 125,503 | |
| LFM3-1.7B | 6.5 | 10.0 | 50.0% | 0 | 41.31s | 40,494 | 579 | 73,968 |
| 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 | 2.8 | 10.0 | 0.0% | 0 | 4.82s | 8,016 | 1,531 | 6,288 | |
| LFM3-1.7B | 2.9 | 5.8 | 16.7% | 1 | 8.32s | 7,332 | 227 | 14,678 |
| 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 | 72.15s | 637 | 36,585 | 146,171 | |
| LFM3-1.7B | 5.9 | 7.2 | 55.6% | 1 | 12.39s | 780 | 20 | 33,410 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 5.1 | 3.4 | 33.3% | 1 | 29.35s | 546 | 4,876 | 30,522 | |
| LFM3-1.7B | 4.2 | 9.9 | 0.0% | 0 | 7.07s | 516 | 221 | 6,343 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 6.6 | 10.0 | 50.0% | 0 | 3.09s | 744 | 611 | 1,404 | |
| LFM3-1.7B | 6.3 | 10.0 | 50.0% | 0 | 6.64s | 699 | 66 | 10,603 |
| 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 | 32.49s | 731 | 12,171 | 68,764 | |
| LFM3-1.7B | 4.2 | 4.4 | 44.5% | 2 | 5.33s | 717 | 1,102 | 13,671 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 10.0 | 10.0 | 100.0% | 0 | 5.94s | 8,226 | 380 | 708 | |
| LFM3-1.7B | 3.0 | 10.0 | 0.0% | 0 | 36.00s | 11,879 | 514 | 27,467 |
| 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 | 213.54s | 228 | 9,791 | 88,513 | |
| LFM3-1.7B | 3.0 | 10.0 | 0.0% | 0 | 22.16s | 201 | 7 | 21,524 |
Quick Compare
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