- Rank
- #11
- Total Output Tokens
- 205,482
- Response Time (avg)
- 15.46s
- Total Cost
- $2.011
Gemini 3.5 Flash (high) vs GPT-6 Astra (max)
GPT-6 Astra (max) leads on average score with 9.9 vs 9.4. Gemini 3.5 Flash (high) has the lower benchmark cost at $2.011 vs $3.803. Gemini 3.5 Flash (high) is faster at 15.46s vs 61.27s, with pass rates of 89.4% vs 95.5%.
- Rank
- #3
- Total Output Tokens
- 60,230
- Response Time (avg)
- 61.27s
- Total Cost
- $3.803
Recommended model
Gemini 3.5 Flash (high)
Its score stays close to the best score here (9.4 vs 9.9), while costing about 1.9x less than GPT-6 Astra (max).
Detailed comparison
| Metric | Gemini 3.5 Flash Gemini 3.5 Flash high | GPT-6 Astra GPT-6 Astra max |
|---|---|---|
| Score | 9.4 | 9.9 |
| Rank | #11 | #3 |
| Reliability | 10.0 | 9.5 |
| Consistency | 9.3 | 10.0 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 89.4% | 95.5% |
| Flaky tests | 2 | 0 |
| Total Runs | 66 | 66 |
| Cost per result | 10.580 | 18.106 |
| Total Cost | $2.011 | $3.803 |
| Input Price | $1.500 / 1M | $10.000 / 1M |
| Output Price | $9.000 / 1M | $50.000 / 1M |
| Total Input Tokens | 107,146 | 79,058 |
| Output Tokens | 8,777 | 4,853 |
| Reasoning Tokens | 196,705 | 55,377 |
| Response Time (avg) | 15.46s | 61.27s |
| Response Time (max) | 145.92s | 960.01s |
| Response Time (total) | 340.20s | 1347.96s |
| Parameters | ~500B 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.
#11 Gemini 3.5 Flash
high- Cost
- $0.208
- Time
- 118.2s
- Tokens
- 23,158 tok
#3 GPT-6 Astra
max
No output was saved. The original provider response or failure reason is unavailable.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 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 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.57s | 492 | 174 | 4,997 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 4.87s | 606 | 171 | 1,982 |
| Coding | 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 | 22.96s | 8,118 | 456 | 47,129 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 14.64s | 7,302 | 395 | 8,298 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash | 8.2 | 6.9 | 66.7% | 1 | 84.14s | 82,416 | 7,153 | 93,585 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 64.02s | 56,162 | 3,313 | 18,967 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 6.43s | 7,548 | 279 | 8,466 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 4.78s | 7,140 | 234 | 944 |
| 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 | 16.99s | 642 | 12 | 28,526 | |
| GPT-6 Astra | 7.7 | 10.0 | 66.7% | 0 | 356.37s | 420 | 42 | 14,986 |
| 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 | 3.63s | 486 | 115 | 1,650 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 13.69s | 477 | 110 | 1,823 |
| Instructions following | 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 | 3.35s | 615 | 70 | 3,799 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 6.34s | 660 | 93 | 1,669 |
| 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 | 3.23s | 558 | 241 | 4,940 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 7.32s | 642 | 201 | 2,765 |
| Tool Calling | 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 | 4.96s | 6,115 | 265 | 1,608 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 20.65s | 5,454 | 264 | 2,786 |
| Trivia | 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 | 3.94s | 156 | 12 | 2,005 | |
| GPT-6 Astra | 10.0 | 10.0 | 100.0% | 0 | 8.91s | 195 | 30 | 1,157 |
Quick Compare
Switch Comparison Pair
Gemini 3.8 FlashhighvsGPT-6 AstramaxGemini 3.6 FlashhighvsGPT-6 AstramaxGemini 3.5 FlashhighvsGPT-5.6 SolmediumGemini 3.5 FlashhighvsGPT-6 AstramediumGemini 3.5 FlashhighvsGPT-6 AstralowGemini 3.5 FlashhighvsGPT-5.5lowGemini 3.7 FlashhighvsGPT-6 AstramaxGemini 3.6 FlashmediumvsGPT-6 AstramaxGemini 3.5 FlashhighvsGPT-5.6 SollowClaude Opus 5mediumvsGemini 3.5 FlashhighSeed 2.1 TurbolowvsGemini 3.5 FlashhighGemini 3.5 FlashhighvsQwen3.7 Maxmedium