- Rank
- #378
- Total Output Tokens
- 911,748
- Response Time (avg)
- 64.99s
- Total Cost
- $0.000
Ling 3.0 Tiny (medium) vs Solar Decide Flash (default)
Ling 3.0 Tiny (medium) leads on average score with 3.6 vs 1.7. Ling 3.0 Tiny (medium) has the lower benchmark cost at $0.000 vs $0.003. Solar Decide Flash (default) is faster at 1.33s vs 64.99s, with pass rates of 23.2% vs 13.0%.
Compared models
- Rank
- #405
- Total Output Tokens
- 51
- Response Time (avg)
- 1.33s
- Total Cost
- $0.003
Recommended model
Ling 3.0 Tiny (medium)
It has the strongest score in this comparison (3.6) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Ling 3.0 Tiny Ling 3.0 Tiny medium | Solar Decide Flash Solar Decide Flash default |
|---|---|---|
| Score | 3.6 | 1.7 |
| Rank | #378 | #405 |
| Reliability | 9.6 | 10.0 |
| Consistency | 8.9 | 3.0 |
| Attempts | 69/69 | 21/69 |
| Tests Correct | ||
| Attempt pass rate | 23.2% | 13.0% |
| Flaky tests | 3 | 0 |
| Total Runs | 69 | 21 |
| Cost per result | 0.000 | 0.080 |
| Total Cost | $0.000 | $0.003 |
| Input Price | $0.000 / 1M | $0.050 / 1M |
| Output Price | $0.000 / 1M | $0.000 / 1M |
| Cache Read Price | N/A | $0.050 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 103,898 | 47,586 |
| Output Tokens | 148,304 | 51 |
| Reasoning Tokens | 774,972 | 0 |
| Response Time (avg) | 64.99s | 1.33s |
| Response Time (max) | 262.20s | 1.66s |
| Response Time (total) | 1429.68s | 9.32s |
| Parameters | 7.9B total (1.3B active) | ~35B total (~3B active) |
| Availability | Open source | Closed |
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.
#378 Ling 3.0 Tiny
medium
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 177.4s
- Tokens
- 6,873 tok
#405 Solar Decide Flash
default
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- Tokens
- 0 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 | 24ms | 0 | 0 | 0 | |
| Solar Decide Flash | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| 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 | 23.73s | 750 | 5,103 | 94,884 | |
| Solar Decide Flash | 0.8 | 2.5 | 0.0% | 0 | 1.13s | 1,239 | 3 | 0 |
| 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 | 211.99s | 7,948 | 70,838 | 206,006 | |
| Solar Decide Flash | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| 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 | 139.78s | 76,108 | 17,871 | 126,497 | |
| Solar Decide Flash | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| 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 | 2.7 | 5.7 | 16.7% | 1 | 4.41s | 8,016 | 2,014 | 6,755 | |
| Solar Decide Flash | 10.0 | 10.0 | 100.0% | 0 | 1.33s | 31,275 | 18 | 0 |
| 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 | 81.40s | 637 | 21,709 | 187,100 | |
| Solar Decide Flash | 4.4 | 6.7 | 33.3% | 0 | 1.11s | 2,580 | 6 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.8 | 2.5 | 33.3% | 1 | 31.77s | 546 | 4,275 | 30,975 | |
| Solar Decide Flash | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 6.8 | 10.0 | 50.0% | 0 | 3.00s | 744 | 610 | 1,436 | |
| Solar Decide Flash | 1.5 | 5.0 | 0.0% | 0 | 1.66s | 11,196 | 21 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ling 3.0 Tiny | 3.6 | 7.2 | 22.2% | 1 | 34.65s | 747 | 15,561 | 85,029 | |
| Solar Decide Flash | 1.0 | 3.3 | 0.0% | 0 | 1.66s | 1,296 | 3 | 0 |
| 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 | 4.91s | 8,226 | 380 | 708 | |
| Solar Decide Flash | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| 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 | 100.96s | 176 | 9,943 | 35,582 | |
| Solar Decide Flash | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
Quick Compare
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