- Rank
- #46
- Total Output Tokens
- 523,482
- Response Time (avg)
- 32.55s
- Total Cost
- $0.355
DeepSeek V4.1 Flash 1017 (low) vs Gemini 4 Hydrogen (medium)
Gemini 4 Hydrogen (medium) leads on average score with 9.3 vs 9.2. DeepSeek V4.1 Flash 1017 (low) has the lower benchmark cost at $0.355 vs $1.330. Gemini 4 Hydrogen (medium) is faster at 16.56s vs 32.55s, with pass rates of 78.3% vs 91.3%.
Compared models
- Rank
- #36
- Total Output Tokens
- 127,550
- Response Time (avg)
- 16.56s
- Total Cost
- $1.330
Recommended model
DeepSeek V4.1 Flash 1017 (low)
Its score stays close to the best score here (9.2 vs 9.3), while costing about 3.8x less than Gemini 4 Hydrogen (medium).
Detailed comparison
| Metric | DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 low | Gemini 4 Hydrogen Gemini 4 Hydrogen medium |
|---|---|---|
| Score | 9.2 | 9.3 |
| Rank | #46 | #36 |
| Reliability | 10.0 | 9.1 |
| Consistency | 9.0 | 8.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 78.3% | 91.3% |
| Flaky tests | 3 | 3 |
| Total Runs | 69 | 69 |
| Cost per result | 2.214 | 6.648 |
| Total Cost | $0.355 | $1.330 |
| Input Price | $0.150 / 1M | $1.500 / 1M |
| Output Price | $0.600 / 1M | $7.500 / 1M |
| Cache Read Price | $0.003 / 1M | $0.075 / 1M |
| Cache Write Price | N/A | $0.084 / 1M |
| Total Input Tokens | 267,122 | 248,530 |
| Output Tokens | 7,369 | 6,957 |
| Reasoning Tokens | 516,113 | 120,593 |
| Response Time (avg) | 32.55s | 16.56s |
| Response Time (max) | 443.63s | 70.41s |
| Response Time (total) | 748.62s | 380.96s |
| Parameters | ~748B total (~16B active) | ~300B total (~15B 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.
#46 DeepSeek V4.1 Flash 1017
low- Cost
- $0.006
- Time
- 63.8s
- Tokens
- 11,236 tok
#36 Gemini 4 Hydrogen
medium- Cost
- $0.059
- Time
- 48.1s
- Tokens
- 7,929 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 | 46.67s | 156,869 | 2,102 | 5,290 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 70.41s | 157,556 | 1,099 | 12,737 |
| 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 | 2.02s | 852 | 171 | 2,193 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 2.99s | 918 | 148 | 2,478 |
| Coding | 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 | 27.01s | 7,509 | 323 | 45,628 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 19.06s | 8,448 | 489 | 21,603 |
| 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 | 18.73s | 82,444 | 3,880 | 15,379 | |
| Gemini 4 Hydrogen | 6.2 | 5.6 | 66.7% | 1 | 30.98s | 60,405 | 4,005 | 16,609 |
| 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 | 1.71s | 7,446 | 207 | 1,344 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 7.05s | 8,025 | 336 | 3,746 |
| 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 | 3.6 | 7.2 | 22.2% | 1 | 174.63s | 909 | 9 | 428,331 | |
| Gemini 4 Hydrogen | 5.2 | 4.4 | 55.6% | 2 | 40.99s | 963 | 49 | 53,450 |
| 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 | 2.25s | 549 | 116 | 553 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 5.70s | 591 | 131 | 1,341 |
| 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 | 1.25s | 783 | 69 | 898 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 4.75s | 825 | 96 | 2,311 |
| 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 | 6.9 | 4.9 | 77.8% | 2 | 2.54s | 828 | 236 | 3,620 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 3.43s | 882 | 244 | 2,210 |
| 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 | 1.92s | 8,672 | 237 | 338 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 10.35s | 9,656 | 336 | 2,320 |
| 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 | 33.79s | 261 | 19 | 12,539 | |
| Gemini 4 Hydrogen | 10.0 | 10.0 | 100.0% | 0 | 6.54s | 261 | 24 | 1,788 |
Quick Compare
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