- Rank
- #232
- Total Output Tokens
- 153,595
- Response Time (avg)
- 14.13s
- Total Cost
- $1.752
Gemini 3.5 Flash vs GPT-5.6 Luna (medium)
GPT-5.6 Luna (medium) leads on average score with 7.4 vs 6.1. GPT-5.6 Luna (medium) has the lower benchmark cost at $0.065 vs $1.752. GPT-5.6 Luna (medium) is faster at 9.64s vs 14.13s, with pass rates of 68.1% vs 62.3%.
Compared models
- Rank
- #122
- Total Output Tokens
- 47,986
- Response Time (avg)
- 9.64s
- Total Cost
- $0.065
Recommended model
GPT-5.6 Luna (medium)
It has the best score here (7.4), while costing about 27.2x less than Gemini 3.5 Flash.
Detailed comparison
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash none | GPT-5.6 Luna GPT-5.6 Luna medium |
|---|---|---|
| Score | 6.1 | 7.4 |
| Rank | #232 | #122 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.6 | 9.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 68.1% | 62.3% |
| Flaky tests | 4 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 12.511 | 2.822 |
| Total Cost | $1.752 | $0.065 |
| Input Price | $1.500 / 1M | $0.200 / 1M |
| Output Price | $9.000 / 1M | $1.200 / 1M |
| Cache Read Price | $0.150 / 1M | $0.020 / 1M |
| Cache Write Price | $0.084 / 1M | $0.250 / 1M |
| Total Input Tokens | 246,061 | 212,780 |
| Output Tokens | 153,595 | 6,849 |
| Reasoning Tokens | 0 | 41,137 |
| Response Time (avg) | 14.13s | 9.64s |
| Response Time (max) | 85.26s | 58.09s |
| Response Time (total) | 268.55s | 221.62s |
| Parameters | ~500B total (~20B 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.
#232 Gemini 3.5 Flash
none- Cost
- $0.225
- Time
- 125.5s
- Tokens
- 25,004 tok
#122 GPT-5.6 Luna
medium- Cost
- $0.014
- Time
- 14.6s
- Tokens
- 2,362 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 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 85.26s | 232,209 | 34,495 | 0 | |
| GPT-5.6 Luna | 7.4 | 3.8 | 66.7% | 1 | 58.09s | 123,095 | 1,148 | 2,313 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 492 | 5,101 | 0 | |
| GPT-5.6 Luna | 8.3 | 10.0 | 75.0% | 0 | 2.52s | 606 | 160 | 987 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 8.8 | 7.8 | 88.9% | 1 | 34.69s | 8,122 | 75,927 | 0 | |
| GPT-5.6 Luna | 5.4 | 7.2 | 44.4% | 1 | 10.38s | 7,302 | 564 | 9,928 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 14.59s | 66,477 | 3,926 | 4,594 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 6.5 | 10.0 | 50.0% | 0 | 8.10s | 2,781 | 5,895 | 0 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 1.95s | 7,140 | 234 | 324 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 5.3 | 7.2 | 44.4% | 1 | 12.18s | 642 | 19,492 | 0 | |
| GPT-5.6 Luna | 2.9 | 7.2 | 11.1% | 1 | 18.45s | 732 | 70 | 17,375 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.46s | 486 | 1,620 | 0 | |
| GPT-5.6 Luna | 5.1 | 10.0 | 0.0% | 0 | 4.34s | 477 | 112 | 496 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 3.38s | 615 | 3,928 | 0 | |
| GPT-5.6 Luna | 9.9 | 10.0 | 100.0% | 0 | 2.38s | 660 | 95 | 393 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.13s | 558 | 4,640 | 0 | |
| GPT-5.6 Luna | 7.8 | 10.0 | 66.7% | 0 | 4.04s | 642 | 255 | 2,104 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| GPT-5.6 Luna | 10.0 | 10.0 | 100.0% | 0 | 6.02s | 5,454 | 256 | 244 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 4.87s | 156 | 2,497 | 0 | |
| GPT-5.6 Luna | 3.0 | 10.0 | 0.0% | 0 | 6.64s | 195 | 29 | 2,379 |
Quick Compare
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