- Rank
- #124
- Total Output Tokens
- 590,551
- Response Time (avg)
- 34.81s
- Total Cost
- $0.000
Ernie 5.5 Flash Preview (high) vs Ling 3.1 Flash (medium)
Ernie 5.5 Flash Preview (high) leads on average score with 8.3 vs 8.3. Benchmark cost is effectively tied at $0.000 vs $0.000. Ernie 5.5 Flash Preview (high) is faster at 34.81s vs 88.74s, with pass rates of 82.6% vs 71.0%.
Compared models
- Rank
- #131
- Total Output Tokens
- 571,666
- Response Time (avg)
- 88.74s
- Total Cost
- $0.000
Recommended model
Ernie 5.5 Flash Preview (high)
It has the best score here (8.3), while responding about 2.5x faster than Ling 3.1 Flash (medium).
Detailed comparison
| Metric | Ernie 5.5 Flash Preview Ernie 5.5 Flash Preview high Free Available | Ling 3.1 Flash Ling 3.1 Flash medium |
|---|---|---|
| Score | 8.3 | 8.3 |
| Rank | #124 | #131 |
| Reliability | 9.7 | 9.6 |
| Consistency | 8.6 | 8.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 82.6% | 71.0% |
| Flaky tests | 4 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 0.000 |
| Total Cost | $0.000 | $0.000 |
| Input Price | $0.000 / 1M | $0.000 / 1M |
| Output Price | $0.000 / 1M | $0.000 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 341,965 | 369,495 |
| Output Tokens | 7,959 | 172,852 |
| Reasoning Tokens | 582,592 | 476,002 |
| Response Time (avg) | 34.81s | 88.74s |
| Response Time (max) | 246.40s | 567.88s |
| Response Time (total) | 800.65s | 2041.10s |
| Parameters | 280B total (14B active) | 560B total (25B active) |
| Availability | Closed | 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.
#124 Ernie 5.5 Flash Preview
high- Cost
- $0.000
- Time
- 68.0s
- Tokens
- 23,880 tok
#131 Ling 3.1 Flash
medium- Cost
- $0.000
- Time
- 101.1s
- Tokens
- 11,607 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 6.4 | 3.8 | 33.3% | 1 | 63.99s | 203,096 | 1,496 | 14,885 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 100.10s | 233,792 | 12,506 | 12,249 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 1.66s | 837 | 270 | 2,141 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.24s | 750 | 1,152 | 3,396 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 16.70s | 7,419 | 441 | 48,063 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 87.15s | 8,298 | 19,577 | 62,002 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 38.20s | 112,948 | 4,156 | 54,091 | |
| Ling 3.1 Flash | 6.6 | 9.1 | 50.0% | 0 | 306.46s | 106,402 | 26,806 | 100,471 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 7.3 | 5.8 | 83.3% | 1 | 2.66s | 7,017 | 265 | 2,576 | |
| Ling 3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 20.92s | 8,016 | 1,334 | 3,754 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 3.5 | 4.4 | 33.3% | 2 | 193.25s | 870 | 226 | 454,767 | |
| Ling 3.1 Flash | 2.9 | 7.2 | 11.1% | 1 | 262.25s | 837 | 100,307 | 228,869 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.60s | 543 | 265 | 2,168 | |
| Ling 3.1 Flash | 5.3 | 10.0 | 0.0% | 0 | 7.28s | 546 | 152 | 1,820 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 9.8 | 10.0 | 100.0% | 0 | 1.55s | 777 | 63 | 1,282 | |
| Ling 3.1 Flash | 9.8 | 10.0 | 100.0% | 0 | 3.57s | 744 | 323 | 1,317 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 1.52s | 813 | 293 | 1,195 | |
| Ling 3.1 Flash | 8.2 | 7.2 | 88.9% | 1 | 42.32s | 747 | 5,455 | 40,080 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.19s | 7,390 | 224 | 674 | |
| Ling 3.1 Flash | 2.8 | 2.1 | 33.3% | 1 | 47.17s | 9,135 | 3,850 | 12,018 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Ernie 5.5 Flash Preview | 3.0 | 10.0 | 0.0% | 0 | 2.01s | 255 | 260 | 750 | |
| Ling 3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 32.55s | 228 | 1,390 | 10,026 |
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