- Rank
- #271
- Total Output Tokens
- 15,760
- Response Time (avg)
- 3.60s
- Total Cost
- $0.090
Gemini 3.1 Flash Lite Preview vs GPT 5.3 Chat (default)
GPT 5.3 Chat (default) leads on average score with 6.7 vs 6.2. Gemini 3.1 Flash Lite Preview has the lower benchmark cost at $0.090 vs $0.533. Gemini 3.1 Flash Lite Preview is faster at 3.60s vs 6.31s, with pass rates of 55.1% vs 62.3%.
Compared models
- Rank
- #215
- Total Output Tokens
- 28,179
- Response Time (avg)
- 6.31s
- Total Cost
- $0.533
Recommended model
Gemini 3.1 Flash Lite Preview
Its score stays close to the best score here (6.2 vs 6.7), while costing about 6.0x less than GPT 5.3 Chat (default).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none | GPT 5.3 Chat GPT 5.3 Chat default |
|---|---|---|
| Score | 6.2 | 6.7 |
| Rank | #271 | #215 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 8.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 55.1% | 62.3% |
| Flaky tests | 1 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.743 | 4.097 |
| Total Cost | $0.090 | $0.533 |
| Input Price | $0.250 / 1M | $1.750 / 1M |
| Output Price | $1.500 / 1M | $14.000 / 1M |
| Cache Read Price | $0.025 / 1M | N/A |
| Cache Write Price | $0.084 / 1M | N/A |
| Total Input Tokens | 261,962 | 78,846 |
| Output Tokens | 12,799 | 7,635 |
| Reasoning Tokens | 2,961 | 20,544 |
| Response Time (avg) | 3.60s | 6.31s |
| Response Time (max) | 48.59s | 18.33s |
| Response Time (total) | 82.91s | 138.73s |
| Parameters | ~150B total (~10B active) | ~400B total (~17B 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.
#271 Gemini 3.1 Flash Lite Preview
none- Cost
- $0.003
- Time
- 4.7s
- Tokens
- 1,827 tok
#215 GPT 5.3 Chat
default- Cost
- $0.008
- Time
- 8.1s
- Tokens
- 634 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 48.59s | 141,007 | 1,599 | 0 | |
| GPT 5.3 Chat | 3.0 | 10.0 | 0.0% | 0 | 955ms | 0 | 0 | 0 |
| 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 | 542 | 550 | |
| GPT 5.3 Chat | 6.7 | 8.1 | 58.3% | 1 | 3.86s | 606 | 671 | 2,496 |
| 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 | 808 | 5,824 |
| 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 | 3,587 | 3,264 |
| 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 | 279 | 120 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 2.21s | 7,140 | 494 | 448 |
| 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 | 18 | 419 | |
| GPT 5.3 Chat | 2.9 | 7.2 | 11.1% | 1 | 12.75s | 579 | 213 | 5,376 |
| 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 | 191 | 128 |
| 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 | 72 | 502 | |
| GPT 5.3 Chat | 9.8 | 10.0 | 100.0% | 0 | 3.51s | 660 | 339 | 1,152 |
| 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 | 221 | 824 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 2.99s | 642 | 606 | 1,152 |
| 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 | 236 | 546 | |
| GPT 5.3 Chat | 10.0 | 10.0 | 100.0% | 0 | 8.36s | 5,445 | 605 | 256 |
| 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 | 121 | 448 |
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