- Rank
- #12
- Total Output Tokens
- 97,238
- Response Time (avg)
- 20.62s
- Total Cost
- $1.352
Gemini 3.1 Pro Preview (medium) vs GPT-5.6 Sol (medium)
GPT-5.6 Sol (medium) leads on average score with 9.4 vs 9.2. GPT-5.6 Sol (medium) has the lower benchmark cost at $0.723 vs $1.352. GPT-5.6 Sol (medium) is faster at 12.63s vs 20.62s, with pass rates of 90.9% vs 90.9%.
- Rank
- #8
- Total Output Tokens
- 34,977
- Response Time (avg)
- 12.63s
- Total Cost
- $0.723
Recommended model
GPT-5.6 Sol (medium)
It has the best score here (9.4), while costing about 1.9x less than Gemini 3.1 Pro Preview (medium).
Detailed comparison
| Metric | Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium | GPT-5.6 Sol GPT-5.6 Sol medium |
|---|---|---|
| Score | 9.2 | 9.4 |
| Rank | #12 | #8 |
| Reliability | 10.0 | 10.0 |
| Consistency | 10.0 | 8.9 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 90.9% | 90.9% |
| Flaky tests | 0 | 3 |
| Total Runs | 66 | 66 |
| Cost per result | 6.758 | 8.025 |
| Total Cost | $1.352 | $0.723 |
| Input Price | $2.000 / 1M | $2.500 / 1M |
| Output Price | $12.000 / 1M | $15.000 / 1M |
| Total Input Tokens | 92,296 | 79,006 |
| Output Tokens | 5,232 | 4,696 |
| Reasoning Tokens | 92,006 | 30,281 |
| Response Time (avg) | 20.62s | 12.63s |
| Response Time (max) | 88.68s | 79.40s |
| Response Time (total) | 329.94s | 277.88s |
| Parameters | ~1.2T total (~20B active) | ~2T total (~150B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#12 Gemini 3.1 Pro Preview
medium- Cost
- $0.115
- Time
- 87.2s
- Tokens
- 9,629 tok
#8 GPT-5.6 Sol
medium- Cost
- $0.124
- Time
- 57.2s
- Tokens
- 4,199 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 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.90s | 498 | 112 | 3,218 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.81s | 606 | 173 | 572 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.9 | 9.9 | 66.7% | 0 | 40.17s | 8,124 | 435 | 41,247 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 9.40s | 7,302 | 394 | 4,706 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 9.8 | 10.0 | 100.0% | 0 | 40.39s | 67,910 | 3,687 | 23,111 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 17.65s | 55,798 | 3,119 | 2,616 |
| 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 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 7.72s | 7,265 | 279 | 3,904 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 1.38s | 7,140 | 222 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 7.7 | 10.0 | 66.7% | 0 | 20.29s | 644 | 18 | 11,704 | |
| GPT-5.6 Sol | 5.9 | 7.2 | 55.6% | 1 | 57.24s | 732 | 71 | 20,480 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 11.77s | 490 | 108 | 1,179 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 3.48s | 477 | 99 | 214 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 9.56s | 621 | 72 | 2,236 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 2.50s | 660 | 96 | 249 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.90s | 570 | 235 | 3,128 | |
| GPT-5.6 Sol | 8.2 | 7.2 | 88.9% | 1 | 2.98s | 642 | 228 | 566 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 23.15s | 6,018 | 274 | 982 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 6.30s | 5,454 | 264 | 361 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Preview | 10.0 | 10.0 | 100.0% | 0 | 6.27s | 156 | 12 | 1,297 | |
| GPT-5.6 Sol | 4.7 | 1.6 | 66.7% | 1 | 4.94s | 195 | 30 | 517 |
Quick Compare
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