- Rank
- #378
- Total Output Tokens
- 12,557
- Response Time (avg)
- 52.45s
- Total Cost
- $0.105
Gemini 3 Flash Preview (high) vs Ling 3.0 Tiny (low)
Ling 3.0 Tiny (low) leads on average score with 3.7 vs 1.8. Ling 3.0 Tiny (low) has the lower benchmark cost at $0.000 vs $0.105. Gemini 3 Flash Preview (high) is faster at 52.45s vs 63.15s, with pass rates of 4.4% vs 18.8%.
Compared models
- Rank
- #355
- Total Output Tokens
- 879,532
- Response Time (avg)
- 63.15s
- Total Cost
- $0.000
Recommended model
Ling 3.0 Tiny (low)
It has the strongest score in this comparison (3.7) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview high | Ling 3.0 Tiny Ling 3.0 Tiny low |
|---|---|---|
| Score | 1.8 | 3.7 |
| Rank | #378 | #355 |
| Reliability | 10.0 | 9.6 |
| Consistency | 4.0 | 9.7 |
| Attempts | 3/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 4.4% | 18.8% |
| Flaky tests | 0 | 1 |
| Total Runs | 3 | 69 |
| Cost per result | 10.470 | 0.000 |
| Total Cost | $0.105 | $0.000 |
| Input Price | $0.500 / 1M | $0.000 / 1M |
| Output Price | $3.000 / 1M | $0.000 / 1M |
| Total Input Tokens | 134,050 | 99,662 |
| Output Tokens | 1,029 | 146,555 |
| Reasoning Tokens | 11,528 | 732,977 |
| Response Time (avg) | 52.45s | 63.15s |
| Response Time (max) | 52.45s | 252.08s |
| Response Time (total) | 52.45s | 1389.35s |
| Parameters | ~500B total (~20B active) | 7.9B total (1.3B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#378 Gemini 3 Flash Preview
high
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- Tokens
- 0 tok
#355 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
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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 52.45s | 134,050 | 1,029 | 11,528 | |
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 21ms | 0 | 0 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 6.5 | 10.0 | 50.0% | 0 | 25.30s | 750 | 5,100 | 94,884 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 2.9 | 10.0 | 0.0% | 0 | 170.73s | 7,619 | 56,012 | 170,220 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 134.79s | 72,165 | 19,498 | 125,503 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 2.8 | 10.0 | 0.0% | 0 | 4.82s | 8,016 | 1,531 | 6,288 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 72.15s | 637 | 36,585 | 146,171 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 5.1 | 3.4 | 33.3% | 1 | 29.35s | 546 | 4,876 | 30,522 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 6.6 | 10.0 | 50.0% | 0 | 3.09s | 744 | 611 | 1,404 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 32.49s | 731 | 12,171 | 68,764 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 10.0 | 10.0 | 100.0% | 0 | 5.94s | 8,226 | 380 | 708 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Ling 3.0 Tiny | 3.0 | 10.0 | 0.0% | 0 | 213.54s | 228 | 9,791 | 88,513 |
Quick Compare
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