- Rank
- #203
- Total Output Tokens
- 1,016,785
- Response Time (avg)
- 85.44s
- Total Cost
- $0.756
Trinity Large Thinking (medium) vs Gemini 3.1 Flash Lite
The average score is effectively tied at 6.1 vs 6.1. Gemini 3.1 Flash Lite has the lower benchmark cost at $0.046 vs $0.756. Gemini 3.1 Flash Lite is faster at 1.75s vs 85.44s, with pass rates of 48.5% vs 50.0%.
Compared models
- Rank
- #200
- Total Output Tokens
- 10,723
- Response Time (avg)
- 1.75s
- Total Cost
- $0.046
Recommended model
Gemini 3.1 Flash Lite
It has the best score here (6.1), while costing about 16.6x less than Trinity Large Thinking (medium).
Detailed comparison
| Metric | Trinity Large Thinking Trinity Large Thinking medium | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite none |
|---|---|---|
| Score | 6.1 | 6.1 |
| Rank | #203 | #200 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.9 | 8.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 48.5% | 50.0% |
| Flaky tests | 6 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 9.972 | 0.507 |
| Total Cost | $0.756 | $0.046 |
| Input Price | $0.250 / 1M | $0.250 / 1M |
| Output Price | $0.800 / 1M | $1.500 / 1M |
| Total Input Tokens | 118,486 | 118,059 |
| Output Tokens | 156,166 | 10,723 |
| Reasoning Tokens | 860,619 | 0 |
| Response Time (avg) | 85.44s | 1.75s |
| Response Time (max) | 525.14s | 16.25s |
| Response Time (total) | 1879.75s | 38.42s |
| Parameters | 398B total (13B active) | ~150B total (~10B active) |
| Availability | Weights available | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#203 Trinity Large Thinking
medium- Cost
- $0.016
- Time
- 75.9s
- Tokens
- 19,401 tok
#200 Gemini 3.1 Flash Lite
none- Cost
- $0.001
- Time
- 4.5s
- Tokens
- 727 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
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 6.8 | 9.8 | 50.0% | 0 | 5.11s | 663 | 1,531 | 6,078 | |
| Gemini 3.1 Flash Lite | 7.5 | 8.4 | 66.7% | 1 | 1.07s | 506 | 639 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 7.5 | 10.0 | 66.7% | 0 | 179.02s | 7,248 | 7,413 | 351,155 | |
| Gemini 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 938ms | 8,128 | 666 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 2.9 | 6.0 | 16.7% | 1 | 382.70s | 93,292 | 35,814 | 269,745 | |
| Gemini 3.1 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 9.49s | 94,210 | 8,596 | 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 | 16.38s | 6,906 | 475 | 11,153 | |
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 843ms | 7,267 | 279 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 5.3 | 7.2 | 44.4% | 1 | 124.17s | 756 | 99,334 | 172,018 | |
| Gemini 3.1 Flash Lite | 2.9 | 7.2 | 11.1% | 1 | 701ms | 656 | 15 | 0 |
| General Intelligence | 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 | 32.22s | 501 | 7,035 | 7,774 | |
| Gemini 3.1 Flash Lite | 4.0 | 10.0 | 0.0% | 0 | 992ms | 486 | 63 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 4.4 | 6.9 | 16.7% | 1 | 3.99s | 684 | 77 | 3,798 | |
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 859ms | 619 | 72 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Trinity Large Thinking | 5.2 | 5.4 | 44.5% | 2 | 2.90s | 678 | 2,508 | 3,231 | |
| Gemini 3.1 Flash Lite | 6.3 | 4.8 | 66.7% | 2 | 720ms | 570 | 150 | 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 | 5.26s | 7,551 | 299 | 1,372 | |
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.97s | 5,457 | 234 | 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 | 97.44s | 207 | 1,680 | 34,295 | |
| Gemini 3.1 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 733ms | 160 | 9 | 0 |
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