- Rank
- #10
- Total Output Tokens
- 239,608
- Response Time (avg)
- 19.86s
- Total Cost
- $0.763
Gemini 3 Flash Preview (medium) vs GPT-5.4 Mini (medium)
Gemini 3 Flash Preview (medium) leads on average score with 9.5 vs 7.5. Gemini 3 Flash Preview (medium) has the lower benchmark cost at $0.763 vs $0.786. Gemini 3 Flash Preview (medium) is faster at 19.86s vs 26.72s, with pass rates of 93.9% vs 68.2%.
Compared models
- Rank
- #110
- Total Output Tokens
- 158,344
- Response Time (avg)
- 26.72s
- Total Cost
- $0.786
Recommended model
Gemini 3 Flash Preview (medium)
It has the strongest score in this comparison (9.5) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Gemini 3 Flash Preview Gemini 3 Flash Preview medium | GPT-5.4 Mini GPT-5.4 Mini medium |
|---|---|---|
| Score | 9.5 | 7.5 |
| Rank | #10 | #110 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.7 | 8.1 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 93.9% | 68.2% |
| Flaky tests | 1 | 5 |
| Total Runs | 66 | 66 |
| Cost per result | 3.814 | 6.546 |
| Total Cost | $0.763 | $0.786 |
| Input Price | $0.500 / 1M | $0.750 / 1M |
| Output Price | $3.000 / 1M | $4.500 / 1M |
| Total Input Tokens | 87,870 | 97,164 |
| Output Tokens | 5,486 | 6,211 |
| Reasoning Tokens | 234,122 | 152,133 |
| Response Time (avg) | 19.86s | 26.72s |
| Response Time (max) | 117.26s | 138.75s |
| Response Time (total) | 436.88s | 587.90s |
| 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.
#10 Gemini 3 Flash Preview
medium- Cost
- $0.010
- Time
- 18.4s
- Tokens
- 3,351 tok
#110 GPT-5.4 Mini
medium- Cost
- $0.056
- Time
- 95.5s
- Tokens
- 12,464 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 Flash Preview | 10.0 | 10.0 | 100.0% | 0 | 3.88s | 494 | 330 | 3,216 | |
| GPT-5.4 Mini | 8.6 | 7.9 | 91.7% | 1 | 4.05s | 606 | 296 | 2,876 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 8.6 | 7.6 | 88.9% | 1 | 84.40s | 8,122 | 462 | 161,084 | |
| GPT-5.4 Mini | 8.4 | 7.4 | 88.9% | 1 | 57.87s | 7,305 | 467 | 40,902 |
| Combined | 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 | 26.75s | 63,717 | 3,831 | 23,496 | |
| GPT-5.4 Mini | 6.9 | 5.9 | 66.7% | 1 | 59.64s | 74,058 | 4,347 | 40,924 |
| 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 | 5.43s | 7,548 | 279 | 4,893 | |
| GPT-5.4 Mini | 10.0 | 10.0 | 100.0% | 0 | 2.43s | 7,140 | 234 | 650 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3 Flash Preview | 7.7 | 10.0 | 66.7% | 0 | 20.09s | 642 | 12 | 28,642 | |
| GPT-5.4 Mini | 3.6 | 7.2 | 22.2% | 1 | 71.05s | 628 | 60 | 49,875 |
| 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 | 5.19s | 486 | 72 | 1,905 | |
| GPT-5.4 Mini | 4.5 | 10.0 | 0.0% | 0 | 3.72s | 477 | 150 | 510 |
| Instructions following | 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 | 4.04s | 615 | 72 | 2,709 | |
| GPT-5.4 Mini | 9.8 | 10.0 | 100.0% | 0 | 2.13s | 660 | 96 | 1,185 |
| 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 | 4.05s | 558 | 183 | 4,365 | |
| GPT-5.4 Mini | 7.8 | 10.0 | 66.7% | 0 | 4.37s | 642 | 278 | 2,443 |
| 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 | 12.60s | 5,532 | 234 | 1,487 | |
| GPT-5.4 Mini | 4.7 | 1.6 | 66.7% | 1 | 9.62s | 5,453 | 251 | 2,594 |
| 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 | 5.50s | 156 | 11 | 2,325 | |
| GPT-5.4 Mini | 3.0 | 10.0 | 0.0% | 0 | 30.10s | 195 | 32 | 10,174 |
Quick Compare
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