- Rank
- #173
- Total Output Tokens
- 14,161
- Response Time (avg)
- 1.56s
- Total Cost
- $0.052
Gemini 3.1 Flash Lite Preview vs GPT 5.3 Chat
GPT 5.3 Chat leads on average score with 7.5 vs 6.4. Gemini 3.1 Flash Lite Preview has the lower benchmark cost at $0.052 vs $0.533. Gemini 3.1 Flash Lite Preview is faster at 1.56s vs 6.56s, with pass rates of 57.6% vs 65.2%.
- Rank
- #98
- Total Output Tokens
- 28,179
- Response Time (avg)
- 6.56s
- Total Cost
- $0.533
Recommended model
Gemini 3.1 Flash Lite Preview
It offers the best overall trade-off: a competitive score (6.4), lower cost than GPT 5.3 Chat, and balanced response time.
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none | GPT 5.3 Chat GPT 5.3 Chat none |
|---|---|---|
| Score | 6.4 | 7.5 |
| Rank | #173 | #98 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 8.6 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 57.6% | 65.2% |
| Flaky tests | 1 | 4 |
| Total Runs | 66 | 66 |
| Cost per result | 0.430 | 4.097 |
| Total Cost | $0.052 | $0.533 |
| Input Price | $0.250 / 1M | $1.750 / 1M |
| Output Price | $1.500 / 1M | $14.000 / 1M |
| Total Input Tokens | 120,955 | 78,846 |
| Output Tokens | 14,161 | 28,179 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 1.56s | 6.56s |
| Response Time (max) | 9.27s | 18.33s |
| Response Time (total) | 34.32s | 137.77s |
| Parameters | ~150B total (~10B active) | ~400B total (~17B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#173 Gemini 3.1 Flash Lite Preview
none- Cost
- $0.003
- Time
- 4.7s
- Tokens
- 1,827 tok
#98 GPT 5.3 Chat
none- Cost
- $0.008
- Time
- 8.1s
- Tokens
- 634 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.5 | 8.4 | 66.7% | 1 | 1.04s | 504 | 1,092 | 0 | |
| GPT 5.3 Chat | 6.7 | 8.1 | 58.3% | 1 | 3.86s | 606 | 3,167 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 967ms | 8,128 | 670 | 0 | |
| GPT 5.3 Chat | 5.6 | 4.7 | 55.6% | 2 | 10.52s | 7,302 | 6,632 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 6.23s | 96,386 | 9,084 | 0 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 15.07s | 55,800 | 6,851 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.22s | 7,550 | 399 | 0 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 2.21s | 7,140 | 942 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.3 | 10.0 | 33.3% | 0 | 811ms | 654 | 437 | 0 | |
| GPT 5.3 Chat | 2.9 | 7.2 | 11.1% | 1 | 12.75s | 579 | 5,589 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 4.0 | 10.0 | 0.0% | 0 | 741ms | 488 | 69 | 0 | |
| GPT 5.3 Chat | 4.6 | 10.0 | 0.0% | 0 | 1.99s | 477 | 319 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.13s | 623 | 574 | 0 | |
| GPT 5.3 Chat | 9.8 | 10.0 | 100.0% | 0 | 3.51s | 660 | 1,491 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 900ms | 570 | 1,045 | 0 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 2.99s | 642 | 1,758 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.39s | 5,894 | 782 | 0 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 8.36s | 5,445 | 861 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 814ms | 158 | 9 | 0 | |
| GPT 5.3 Chat | 3.0 | 10.0 | 0.0% | 0 | 4.38s | 195 | 569 | 0 |
Quick Compare
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