- Rank
- #130
- Total Output Tokens
- 67,522
- Response Time (avg)
- 16.72s
- Total Cost
- $3.490
Claude Opus 4.8 (medium) vs Ernie 5.5 Flash Preview (high)
Ernie 5.5 Flash Preview (high) leads on average score with 8.3 vs 8.3. Ernie 5.5 Flash Preview (high) has the lower benchmark cost at $0.000 vs $3.490. Claude Opus 4.8 (medium) is faster at 16.72s vs 34.81s, with pass rates of 82.6% vs 82.6%.
Compared models
- Rank
- #124
- Total Output Tokens
- 590,551
- Response Time (avg)
- 34.81s
- Total Cost
- $0.000
Recommended model
Claude Opus 4.8 (medium)
Its score stays close to the best score here (8.3 vs 8.3), while responding about 2.1x faster than Ernie 5.5 Flash Preview (high).
Detailed comparison
| Metric | Claude Opus 4.8 Claude Opus 4.8 medium | Ernie 5.5 Flash Preview Ernie 5.5 Flash Preview high Free Available |
|---|---|---|
| Score | 8.3 | 8.3 |
| Rank | #130 | #124 |
| Reliability | 10.0 | 9.7 |
| Consistency | 9.0 | 8.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 82.6% | 82.6% |
| Flaky tests | 3 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 20.527 | 0.000 |
| Total Cost | $3.490 | $0.000 |
| Input Price | $5.000 / 1M | $0.000 / 1M |
| Output Price | $25.000 / 1M | $0.000 / 1M |
| Cache Read Price | $0.500 / 1M | N/A |
| Cache Write Price | $6.250 / 1M | N/A |
| Total Input Tokens | 360,294 | 341,965 |
| Output Tokens | 43,441 | 7,959 |
| Reasoning Tokens | 24,401 | 582,592 |
| Response Time (avg) | 16.72s | 34.81s |
| Response Time (max) | 99.37s | 246.40s |
| Response Time (total) | 384.66s | 800.65s |
| Parameters | ~5T total (~500B active) | 280B total (14B 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.
#130 Claude Opus 4.8
medium- Cost
- $0.057
- Time
- 23.1s
- Tokens
- 2,412 tok
#124 Ernie 5.5 Flash Preview
high- Cost
- $0.000
- Time
- 68.0s
- Tokens
- 23,880 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 6.1 | 3.1 | 66.7% | 1 | 99.37s | 221,846 | 2,676 | 13,239 | |
| Ernie 5.5 Flash Preview | 6.4 | 3.8 | 33.3% | 1 | 63.99s | 203,096 | 1,496 | 14,885 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.95s | 834 | 1,179 | 478 | |
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 1.66s | 837 | 270 | 2,141 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 15.33s | 10,590 | 9,945 | 1,381 | |
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 16.70s | 7,419 | 441 | 48,063 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 9.9 | 10.0 | 100.0% | 0 | 54.29s | 101,005 | 19,531 | 4,762 | |
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 38.20s | 112,948 | 4,156 | 54,091 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 7.1 | 5.6 | 83.3% | 1 | 12.29s | 10,503 | 481 | 312 | |
| Ernie 5.5 Flash Preview | 7.3 | 5.8 | 83.3% | 1 | 2.66s | 7,017 | 265 | 2,576 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 3.6 | 7.2 | 22.2% | 1 | 18.11s | 972 | 7,476 | 2,987 | |
| Ernie 5.5 Flash Preview | 3.5 | 4.4 | 33.3% | 2 | 193.25s | 870 | 226 | 454,767 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 2.46s | 708 | 237 | 0 | |
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.60s | 543 | 265 | 2,168 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.32s | 909 | 373 | 320 | |
| Ernie 5.5 Flash Preview | 9.8 | 10.0 | 100.0% | 0 | 1.55s | 777 | 63 | 1,282 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 3.95s | 894 | 791 | 483 | |
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 1.52s | 813 | 293 | 1,195 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 10.0 | 10.0 | 100.0% | 0 | 8.96s | 11,775 | 301 | 225 | |
| Ernie 5.5 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.19s | 7,390 | 224 | 674 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.8 | 3.0 | 10.0 | 0.0% | 0 | 6.14s | 258 | 451 | 214 | |
| Ernie 5.5 Flash Preview | 3.0 | 10.0 | 0.0% | 0 | 2.01s | 255 | 260 | 750 |
Quick Compare
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