- Rank
- #126
- Total Output Tokens
- 911,334
- Response Time (avg)
- 58.56s
- Total Cost
- $0.589
DeepSeek V4.1 Flash 1017 (high) vs Gemini 3.5 Flash (medium)
The average score is effectively tied at 7.8 vs 7.9. DeepSeek V4.1 Flash 1017 (high) has the lower benchmark cost at $0.589 vs $1.316. Gemini 3.5 Flash (medium) is faster at 11.78s vs 58.56s, with pass rates of 71.0% vs 81.2%.
Compared models
- Rank
- #121
- Total Output Tokens
- 96,655
- Response Time (avg)
- 11.78s
- Total Cost
- $1.316
Recommended model
Gemini 3.5 Flash (medium)
It has the best score here (7.9), while responding about 5.0x faster than DeepSeek V4.1 Flash 1017 (high).
Detailed comparison
| Metric | DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 high | Gemini 3.5 Flash Gemini 3.5 Flash medium |
|---|---|---|
| Score | 7.8 | 7.9 |
| Rank | #126 | #121 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.8 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 81.2% |
| Flaky tests | 6 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 4.530 | 7.306 |
| Total Cost | $0.589 | $1.316 |
| Input Price | $0.150 / 1M | $1.500 / 1M |
| Output Price | $0.600 / 1M | $9.000 / 1M |
| Cache Read Price | $0.003 / 1M | $0.150 / 1M |
| Cache Write Price | N/A | $0.084 / 1M |
| Total Input Tokens | 279,873 | 296,760 |
| Output Tokens | 7,049 | 4,371 |
| Reasoning Tokens | 904,285 | 92,284 |
| Response Time (avg) | 58.56s | 11.78s |
| Response Time (max) | 440.77s | 84.47s |
| Response Time (total) | 1346.87s | 271.03s |
| Parameters | ~748B total (~16B active) | ~500B total (~20B active) |
| Availability | Open source | 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.
#126 DeepSeek V4.1 Flash 1017
high- Cost
- $0.004
- Time
- 27.2s
- Tokens
- 7,593 tok
#121 Gemini 3.5 Flash
medium- Cost
- $0.201
- Time
- 112.9s
- Tokens
- 22,371 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 43.53s | 144,680 | 1,907 | 4,293 | |
| Gemini 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 84.47s | 227,004 | 2,205 | 32,277 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 8.3 | 10.0 | 75.0% | 0 | 2.10s | 627 | 137 | 2,440 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.09s | 492 | 171 | 3,385 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 4.5 | 1.4 | 66.7% | 3 | 196.67s | 7,434 | 217 | 446,179 | |
| Gemini 3.5 Flash | 7.9 | 7.5 | 77.8% | 1 | 12.63s | 8,118 | 461 | 24,939 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 37.28s | 107,806 | 3,862 | 41,936 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 44.36s | 45,684 | 516 | 8,835 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.20s | 7,446 | 207 | 1,450 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 4.07s | 7,548 | 279 | 3,784 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.5 | 4.4 | 33.3% | 2 | 186.02s | 909 | 11 | 382,250 | |
| Gemini 3.5 Flash | 5.3 | 10.0 | 33.3% | 0 | 7.28s | 642 | 12 | 10,618 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.02s | 549 | 120 | 570 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.52s | 486 | 115 | 1,144 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 1.12s | 708 | 69 | 866 | |
| Gemini 3.5 Flash | 9.9 | 10.0 | 100.0% | 0 | 2.70s | 615 | 71 | 2,855 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 5.5 | 7.4 | 44.4% | 1 | 5.70s | 828 | 235 | 7,784 | |
| Gemini 3.5 Flash | 7.7 | 10.0 | 66.7% | 0 | 2.38s | 558 | 295 | 2,747 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 10.0 | 10.0 | 100.0% | 0 | 2.28s | 8,625 | 267 | 305 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.81s | 5,457 | 234 | 455 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash 1017 | 3.0 | 10.0 | 0.0% | 0 | 44.26s | 261 | 17 | 16,212 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.75s | 156 | 12 | 1,245 |
Quick Compare
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