- Rank
- #160
- Total Output Tokens
- 42,400
- Response Time (avg)
- 8.51s
- Total Cost
- $0.254
Gemini 3 Flash Preview (low) vs GPT-5.2 Chat
GPT-5.2 Chat leads on average score with 7.0 vs 6.9. Gemini 3 Flash Preview (low) has the lower benchmark cost at $0.254 vs $0.594. GPT-5.2 Chat is faster at 7.43s vs 8.51s, with pass rates of 72.5% vs 66.7%.
Compared models
- Rank
- #153
- Total Output Tokens
- 29,742
- Response Time (avg)
- 7.43s
- Total Cost
- $0.594
Recommended model
Gemini 3 Flash Preview (low)
Its score stays close to the best score here (6.9 vs 7.0), while costing about 2.3x less than GPT-5.2 Chat.
Detailed comparison
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview low | GPT-5.2 Chat GPT-5.2 Chat none |
|---|---|---|
| Score | 6.9 | 7.0 |
| Rank | #160 | #153 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.7 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 72.5% | 66.7% |
| Flaky tests | 2 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 1.582 | 4.564 |
| Total Cost | $0.254 | $0.594 |
| Input Price | $0.500 / 1M | $1.750 / 1M |
| Output Price | $3.000 / 1M | $14.000 / 1M |
| Total Input Tokens | 251,677 | 101,104 |
| Output Tokens | 11,196 | 29,742 |
| Reasoning Tokens | 31,204 | 0 |
| Response Time (avg) | 8.51s | 7.43s |
| Response Time (max) | 52.64s | 38.52s |
| Response Time (total) | 195.76s | 163.35s |
| Parameters | ~500B total (~20B 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.
#160 Gemini 3 Flash Preview
low- Cost
- $0.007
- Time
- 12.1s
- Tokens
- 2,289 tok
#153 GPT-5.2 Chat
none- Cost
- $0.010
- Time
- 15.3s
- Tokens
- 797 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.0 | 10.0 | 0.0% | 0 | 52.64s | 127,990 | 1,624 | 0 | |
| GPT-5.2 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 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.48s | 500 | 281 | 3,082 | |
| GPT-5.2 Chat | 8.7 | 7.9 | 91.7% | 1 | 3.40s | 606 | 1,807 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.8 | 7.2 | 44.4% | 1 | 6.00s | 8,122 | 456 | 7,421 | |
| GPT-5.2 Chat | 8.8 | 7.8 | 88.9% | 1 | 9.82s | 7,305 | 6,731 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 3.0 | 10.0 | 0.0% | 0 | 10.20s | 99,775 | 7,822 | 0 | |
| GPT-5.2 Chat | 7.3 | 5.8 | 83.3% | 1 | 13.91s | 78,055 | 7,923 | 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 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 9.40s | 7,261 | 279 | 3,656 | |
| GPT-5.2 Chat | 10.0 | 10.0 | 100.0% | 0 | 3.05s | 7,140 | 980 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 5.3 | 7.2 | 44.4% | 1 | 9.74s | 648 | 12 | 9,096 | |
| GPT-5.2 Chat | 3.0 | 10.0 | 0.0% | 0 | 23.67s | 579 | 7,128 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.68s | 492 | 120 | 981 | |
| GPT-5.2 Chat | 4.4 | 3.0 | 33.3% | 1 | 3.20s | 477 | 335 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 9.9 | 10.0 | 100.0% | 0 | 7.02s | 621 | 71 | 2,752 | |
| GPT-5.2 Chat | 9.8 | 10.0 | 100.0% | 0 | 5.51s | 660 | 1,441 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 5.77s | 562 | 288 | 3,168 | |
| GPT-5.2 Chat | 7.7 | 10.0 | 66.7% | 0 | 4.10s | 642 | 1,603 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 4.99s | 5,550 | 234 | 415 | |
| GPT-5.2 Chat | 10.0 | 10.0 | 100.0% | 0 | 4.68s | 5,445 | 555 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 156 | 9 | 633 | |
| GPT-5.2 Chat | 3.0 | 10.0 | 0.0% | 0 | 6.89s | 195 | 1,239 | 0 |
Quick Compare
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