- Rank
- #397
- Total Output Tokens
- 2,169
- Response Time (avg)
- 2.83s
- Total Cost
- $0.008
Trinity Large Preview (default) vs GPT-5.4 Nano
GPT-5.4 Nano leads on average score with 4.6 vs 4.4. Trinity Large Preview (default) has the lower benchmark cost at $0.008 vs $0.068. Trinity Large Preview (default) is faster at 2.83s vs 4.42s, with pass rates of 20.3% vs 26.1%.
Compared models
- Rank
- #383
- Total Output Tokens
- 14,894
- Response Time (avg)
- 4.42s
- Total Cost
- $0.068
Recommended model
Trinity Large Preview (default)
Its score stays close to the best score here (4.4 vs 4.6), while costing about 8.8x less than GPT-5.4 Nano.
Detailed comparison
| Metric | Trinity Large Preview Trinity Large Preview default Free Available | GPT-5.4 Nano GPT-5.4 Nano none |
|---|---|---|
| Score | 4.4 | 4.6 |
| Rank | #397 | #383 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.0 | 8.7 |
| Attempts | 66/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 20.3% | 26.1% |
| Flaky tests | 2 | 4 |
| Total Runs | 66 | 69 |
| Cost per result | 0.017 | 1.699 |
| Total Cost | $0.008 | $0.068 |
| Input Price | $0.243 / 1M | $0.200 / 1M |
| Output Price | $0.243 / 1M | $1.250 / 1M |
| Cache Read Price | N/A | $0.020 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 29,828 | 246,687 |
| Output Tokens | 2,169 | 14,894 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 2.83s | 4.42s |
| Response Time (max) | 14.34s | 45.38s |
| Response Time (total) | 56.65s | 101.75s |
| Parameters | 398B total (13B active) | ~120B total (~5B 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.
#397 Trinity Large Preview
default
No endpoints found for arcee-ai/trinity-large-preview:free.
- Cost
- $0.000
- Time
- 0.0s
- Tokens
- 0 tok
#383 GPT-5.4 Nano
none- Cost
- $0.008
- Time
- 46.1s
- Tokens
- 5,735 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 3.0 | 10.0 | 0.0% | 0 | 88ms | 0 | 0 | 0 | |
| GPT-5.4 Nano | 3.9 | 9.6 | 0.0% | 0 | 45.38s | 130,754 | 1,100 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 3.1 | 10.0 | 0.0% | 0 | 2.07s | 651 | 550 | 0 | |
| GPT-5.4 Nano | 3.5 | 8.0 | 16.7% | 1 | 1.18s | 606 | 800 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 3.7 | 7.7 | 11.1% | 1 | 14.34s | 738 | 397 | 0 | |
| GPT-5.4 Nano | 4.6 | 7.9 | 22.2% | 1 | 2.22s | 7,305 | 613 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 1.5 | 5.0 | 0.0% | 0 | 8.91s | 12,053 | 294 | 0 | |
| GPT-5.4 Nano | 3.0 | 10.0 | 0.0% | 0 | 14.67s | 92,731 | 11,290 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 10.0 | 10.0 | 100.0% | 0 | 3.26s | 6,900 | 186 | 0 | |
| GPT-5.4 Nano | 6.5 | 10.0 | 50.0% | 0 | 1.11s | 7,140 | 219 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 5.3 | 10.0 | 33.3% | 0 | 877ms | 738 | 25 | 0 | |
| GPT-5.4 Nano | 2.9 | 7.2 | 11.1% | 1 | 880ms | 732 | 52 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 4.5 | 10.0 | 0.0% | 0 | 873ms | 498 | 104 | 0 | |
| GPT-5.4 Nano | 3.8 | 2.5 | 33.3% | 1 | 1.31s | 477 | 180 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 3.5 | 10.0 | 0.0% | 0 | 822ms | 678 | 63 | 0 | |
| GPT-5.4 Nano | 6.3 | 10.0 | 50.0% | 0 | 784ms | 660 | 89 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 3.6 | 7.7 | 11.1% | 1 | 1.97s | 669 | 265 | 0 | |
| GPT-5.4 Nano | 5.4 | 10.0 | 33.3% | 0 | 1.25s | 642 | 308 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 10.0 | 10.0 | 100.0% | 0 | 6.67s | 6,699 | 267 | 0 | |
| GPT-5.4 Nano | 10.0 | 10.0 | 100.0% | 0 | 3.40s | 5,445 | 222 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Preview | 3.0 | 10.0 | 0.0% | 0 | 777ms | 204 | 18 | 0 | |
| GPT-5.4 Nano | 3.0 | 10.0 | 0.0% | 0 | 773ms | 195 | 21 | 0 |
Quick Compare
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