- 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 (medium)
Ling 3.0 Tiny (medium) leads on average score with 3.6 vs 1.8. Ling 3.0 Tiny (medium) has the lower benchmark cost at $0.000 vs $0.105. Gemini 3 Flash Preview (high) is faster at 52.45s vs 64.99s, with pass rates of 4.4% vs 23.2%.
Compared models
- Rank
- #356
- Total Output Tokens
- 923,276
- Response Time (avg)
- 64.99s
- Total Cost
- $0.000
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 all 2 models.
Detailed comparison
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview high | Ling 3.0 Tiny Ling 3.0 Tiny medium |
|---|---|---|
| Score | 1.8 | 3.6 |
| Rank | #378 | #356 |
| Reliability | 10.0 | 9.6 |
| Consistency | 4.0 | 8.9 |
| Attempts | 3/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 4.4% | 23.2% |
| Flaky tests | 0 | 3 |
| 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 | 103,898 |
| Output Tokens | 1,029 | 148,304 |
| Reasoning Tokens | 11,528 | 774,972 |
| Response Time (avg) | 52.45s | 64.99s |
| Response Time (max) | 52.45s | 262.20s |
| Response Time (total) | 52.45s | 1429.68s |
| 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
#356 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
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 | 24ms | 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 | 23.73s | 750 | 5,103 | 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 | 211.99s | 7,948 | 70,838 | 206,006 |
| 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 | 139.78s | 76,108 | 17,871 | 126,497 |
| 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 | 2.7 | 5.7 | 16.7% | 1 | 4.41s | 8,016 | 2,014 | 6,755 |
| 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 | 81.40s | 637 | 21,709 | 187,100 |
| 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 | 3.8 | 2.5 | 33.3% | 1 | 31.77s | 546 | 4,275 | 30,975 |
| 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 | 6.8 | 10.0 | 50.0% | 0 | 3.00s | 744 | 610 | 1,436 |
| 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 | 3.6 | 7.2 | 22.2% | 1 | 34.65s | 747 | 15,561 | 85,029 |
| 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 | 4.91s | 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 | 100.96s | 176 | 9,943 | 35,582 |
Quick Compare
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