- Rank
- #430
- Total Output Tokens
- 329,997
- Response Time (avg)
- 16.99s
- Total Cost
- $0.084
LFM3-1.7B (default) vs GLM 4.7 Flash (medium)
GLM 4.7 Flash (medium) leads on average score with 4.2 vs 4.1. LFM3-1.7B (default) has the lower benchmark cost at $0.084 vs $0.193. LFM3-1.7B (default) is faster at 16.99s vs 150.90s, with pass rates of 34.8% vs 30.4%.
Compared models
- Rank
- #426
- Total Output Tokens
- 447,599
- Response Time (avg)
- 150.90s
- Total Cost
- $0.193
Recommended model
LFM3-1.7B (default)
Its score stays close to the best score here (4.1 vs 4.2), while costing about 2.3x less than GLM 4.7 Flash (medium).
Detailed comparison
| Metric | LFM3-1.7B LFM3-1.7B default Free Available | GLM 4.7 Flash GLM 4.7 Flash medium |
|---|---|---|
| Score | 4.1 | 4.2 |
| Rank | #430 | #426 |
| Reliability | 10.0 | 9.4 |
| Consistency | 8.2 | 7.1 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 34.8% | 30.4% |
| Flaky tests | 5 | 8 |
| Total Runs | 69 | 69 |
| Cost per result | 1.672 | 4.822 |
| Total Cost | $0.084 | $0.193 |
| Input Price | $0.080 / 1M | $0.061 / 1M |
| Output Price | $0.200 / 1M | $0.400 / 1M |
| Cache Read Price | $0.020 / 1M | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 219,830 | 228,711 |
| Output Tokens | 5,711 | 42,254 |
| Reasoning Tokens | 324,286 | 422,121 |
| Response Time (avg) | 16.99s | 150.90s |
| Response Time (max) | 56.52s | 1539.97s |
| Response Time (total) | 390.77s | 2414.33s |
| Parameters | 1.7B | 30B total (3B active) |
| Availability | Weights available | Open source |
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.
#430 LiquidAI: LFM3-1.7B
default
OpenRouter returned no showcase content (finish_reason: length).
- Cost
- $0.002
- Time
- 23.3s
- Tokens
- 8,320 tok
#426 GLM 4.7 Flash
medium
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 186.2s
- Tokens
- 12,112 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 3.4 | 9.6 | 0.0% | 0 | 56.52s | 149,079 | 749 | 32,217 | |
| GLM 4.7 Flash | 3.9 | 9.6 | 0.0% | 0 | 399.20s | 149,607 | 0 | 44,841 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 7.0 | 7.9 | 66.7% | 1 | 5.98s | 672 | 2,226 | 16,677 | |
| GLM 4.7 Flash | 4.7 | 5.9 | 41.7% | 2 | 14.95s | 555 | 1,122 | 6,110 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 2.9 | 10.0 | 0.0% | 0 | 26.48s | 7,461 | 0 | 73,728 | |
| GLM 4.7 Flash | 3.2 | 7.4 | 11.1% | 1 | 55.33s | 3,106 | 4,981 | 22,387 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 6.5 | 10.0 | 50.0% | 0 | 41.31s | 40,494 | 579 | 73,968 | |
| GLM 4.7 Flash | 2.9 | 6.0 | 16.7% | 1 | 802.77s | 59,030 | 2,585 | 305,678 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 2.9 | 5.8 | 16.7% | 1 | 8.32s | 7,332 | 227 | 14,678 | |
| GLM 4.7 Flash | 6.3 | 10.0 | 50.0% | 0 | 1.51s | 7,107 | 584 | 2,755 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 5.9 | 7.2 | 55.6% | 1 | 12.39s | 780 | 20 | 33,410 | |
| GLM 4.7 Flash | 3.5 | 4.4 | 33.3% | 2 | 96.74s | 696 | 31,500 | 28,565 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 4.2 | 9.9 | 0.0% | 0 | 7.07s | 516 | 221 | 6,343 | |
| GLM 4.7 Flash | 3.6 | 9.7 | 0.0% | 0 | 18.14s | 318 | 18 | 2,138 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 6.3 | 10.0 | 50.0% | 0 | 6.64s | 699 | 66 | 10,603 | |
| GLM 4.7 Flash | 6.2 | 5.8 | 66.7% | 1 | 2.97s | 636 | 388 | 2,181 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 4.2 | 4.4 | 44.5% | 2 | 5.33s | 717 | 1,102 | 13,671 | |
| GLM 4.7 Flash | 2.9 | 7.2 | 11.1% | 1 | 12.93s | 521 | 781 | 5,255 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 3.0 | 10.0 | 0.0% | 0 | 36.00s | 11,879 | 514 | 27,467 | |
| GLM 4.7 Flash | 10.0 | 10.0 | 100.0% | 0 | 15.95s | 6,949 | 224 | 1,014 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| LFM3-1.7B | 3.0 | 10.0 | 0.0% | 0 | 22.16s | 201 | 7 | 21,524 | |
| GLM 4.7 Flash | 3.0 | 10.0 | 0.0% | 0 | 11.13s | 186 | 71 | 1,197 |
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