- Rank
- #256
- Total Output Tokens
- 943,044
- Response Time (avg)
- 74.52s
- Total Cost
- $0.794
Trinity Large Thinking (high) vs GPT-5.4
Trinity Large Thinking (high) leads on average score with 5.7 vs 5.6. GPT-5.4 has the lower benchmark cost at $0.690 vs $0.794. GPT-5.4 is faster at 3.89s vs 74.52s, with pass rates of 42.0% vs 33.3%.
Compared models
- Rank
- #263
- Total Output Tokens
- 9,372
- Response Time (avg)
- 3.89s
- Total Cost
- $0.690
Recommended model
GPT-5.4
Its score stays close to the best score here (5.6 vs 5.7), while responding about 19.2x faster than Trinity Large Thinking (high).
Detailed comparison
| Metric | Trinity Large Thinking Trinity Large Thinking high | GPT-5.4 GPT-5.4 none |
|---|---|---|
| Score | 5.7 | 5.6 |
| Rank | #256 | #263 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.3 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 42.0% | 33.3% |
| Flaky tests | 8 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 11.289 | 9.845 |
| Total Cost | $0.794 | $0.690 |
| Input Price | $0.250 / 1M | $2.500 / 1M |
| Output Price | $0.800 / 1M | $15.000 / 1M |
| Cache Read Price | $0.060 / 1M | $0.250 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 283,116 | 219,404 |
| Output Tokens | 277,920 | 9,372 |
| Reasoning Tokens | 665,124 | 0 |
| Response Time (avg) | 74.52s | 3.89s |
| Response Time (max) | 510.21s | 43.73s |
| Response Time (total) | 1713.90s | 89.48s |
| Parameters | 398B total (13B active) | ~1.5T total (~100B active) |
| Availability | Weights available | 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.
#256 Trinity Large Thinking
high- Cost
- $0.028
- Time
- 130.1s
- Tokens
- 34,387 tok
#263 GPT-5.4
none- Cost
- $0.026
- Time
- 18.1s
- Tokens
- 1,792 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 |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 10.0 | 10.0 | 100.0% | 0 | 44.97s | 181,340 | 1,553 | 8,872 | |
| GPT-5.4 | 5.0 | 10.0 | 0.0% | 0 | 43.73s | 110,763 | 1,033 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 6.7 | 8.1 | 58.3% | 1 | 4.13s | 663 | 3,108 | 7,565 | |
| GPT-5.4 | 3.2 | 8.0 | 8.3% | 1 | 1.21s | 606 | 406 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 3.7 | 4.7 | 33.3% | 2 | 245.04s | 7,204 | 83,616 | 266,836 | |
| GPT-5.4 | 5.5 | 10.0 | 33.3% | 0 | 1.62s | 7,305 | 516 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 3.0 | 10.0 | 0.0% | 0 | 262.39s | 76,626 | 14,706 | 149,243 | |
| GPT-5.4 | 3.0 | 10.0 | 0.0% | 0 | 9.26s | 85,439 | 6,195 | 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 Thinking | 6.3 | 5.8 | 66.7% | 1 | 13.98s | 6,906 | 580 | 9,338 | |
| GPT-5.4 | 10.0 | 10.0 | 100.0% | 0 | 1.04s | 7,140 | 222 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 2.9 | 7.2 | 11.1% | 1 | 66.94s | 756 | 163,364 | 166,091 | |
| GPT-5.4 | 5.3 | 7.2 | 44.4% | 1 | 1.15s | 732 | 68 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 6.5 | 3.4 | 66.7% | 1 | 12.90s | 501 | 5,700 | 5,942 | |
| GPT-5.4 | 4.4 | 9.9 | 0.0% | 0 | 1.78s | 477 | 184 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 6.3 | 10.0 | 50.0% | 0 | 4.12s | 684 | 88 | 2,853 | |
| GPT-5.4 | 6.5 | 10.0 | 50.0% | 0 | 1.07s | 660 | 81 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 4.7 | 5.2 | 33.3% | 2 | 3.84s | 678 | 2,566 | 3,368 | |
| GPT-5.4 | 5.6 | 9.8 | 33.3% | 0 | 1.44s | 642 | 381 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 10.0 | 10.0 | 100.0% | 0 | 5.96s | 7,551 | 282 | 1,440 | |
| GPT-5.4 | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 5,445 | 246 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 3.0 | 10.0 | 0.0% | 0 | 125.13s | 207 | 2,357 | 43,576 | |
| GPT-5.4 | 3.0 | 10.0 | 0.0% | 0 | 990ms | 195 | 40 | 0 |
Quick Compare
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