- Rank
- #88
- Total Output Tokens
- 102,691
- Response Time (avg)
- 22.71s
- Total Cost
- $1.585
Gemini 3.1 Pro Preview (medium) vs GPT-5.6 Sol (low)
GPT-5.6 Sol (low) leads on average score with 9.6 vs 8.4. GPT-5.6 Sol (low) has the lower benchmark cost at $1.244 vs $1.585. GPT-5.6 Sol (low) is faster at 11.13s vs 22.71s, with pass rates of 89.9% vs 87.0%.
Compared models
- Rank
- #13
- Total Output Tokens
- 22,557
- Response Time (avg)
- 11.13s
- Total Cost
- $1.244
Recommended model
GPT-5.6 Sol (low)
It has the best score here (9.6), while responding about 2.0x faster 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 low |
|---|---|---|
| Score | 8.4 | 9.6 |
| Rank | #88 | #13 |
| Reliability | 9.8 | 10.0 |
| Consistency | 9.6 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 89.9% | 87.0% |
| Flaky tests | 1 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 7.924 | 6.545 |
| Total Cost | $1.585 | $1.244 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $12.000 / 1M | $10.000 / 1M |
| Cache Read Price | $0.200 / 1M | $0.200 / 1M |
| Cache Write Price | $0.375 / 1M | $2.500 / 1M |
| Total Input Tokens | 176,208 | 191,653 |
| Output Tokens | 6,093 | 5,473 |
| Reasoning Tokens | 96,598 | 17,084 |
| Response Time (avg) | 22.71s | 11.13s |
| Response Time (max) | 88.68s | 57.11s |
| Response Time (total) | 386.11s | 256.08s |
| Parameters | ~1.2T total (~20B active) | ~2T total (~150B 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.
#88 Gemini 3.1 Pro Preview
medium- Cost
- $0.115
- Time
- 87.2s
- Tokens
- 9,629 tok
#13 GPT-5.6 Sol
low- Cost
- $0.062
- Time
- 26.7s
- Tokens
- 2,150 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 Pro Preview | 4.7 | 1.6 | 66.7% | 1 | 56.17s | 83,912 | 861 | 4,592 | |
| GPT-5.6 Sol | 10.0 | 10.0 | 100.0% | 0 | 57.11s | 113,073 | 997 | 1,614 |
| 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 | 8.3 | 10.0 | 75.0% | 0 | 2.60s | 606 | 174 | 492 |
| 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 | 11.25s | 7,302 | 412 | 3,482 |
| 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 | 14.58s | 55,372 | 2,896 | 1,539 |
| 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 | 1.82s | 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 | 5.3 | 7.2 | 44.4% | 1 | 30.95s | 732 | 71 | 8,522 |
| 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 | 3.07s | 477 | 99 | 135 |
| 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 | 2.27s | 660 | 90 | 146 |
| 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 | 3.44s | 642 | 224 | 534 |
| 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 | 7.56s | 5,454 | 258 | 294 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 3.67s | 195 | 30 | 326 |
Quick Compare
Switch Comparison Pair
Gemini 3.1 Pro PreviewmediumvsInklinghighFree AvailableGemini 3.1 Pro PreviewmediumvsMuse Glimmer 30BxhighGemini 3.1 Pro PreviewmediumvsMuse Spark 1.1highGemini 3.1 Pro PreviewmediumvsQwen3.8 2.4T A95BlowGemini 3.1 Pro PreviewmediumvsNemotron 3.5 Super VLhighFree AvailableDeepSeek V4 Flash 0731highvsGemini 3.1 Pro PreviewmediumGemini 3 Flash PreviewmediumvsGPT-5.6 SollowGemini 3.1 Pro PreviewmediumvsGLM 5.2highGemini 4 ArgonhighvsGPT-5.6 SollowClaude Haiku 5.5maxvsGemini 3.1 Pro PreviewmediumGemini 3.1 Pro PreviewmediumvsGPT-5.6 TerrahighClaude Haiku 5.5highvsGemini 3.1 Pro Previewmedium