- Rank
- #229
- Total Output Tokens
- 39,789
- Response Time (avg)
- 27.42s
- Total Cost
- $0.057
DeepSeek V4 Flash 0731 vs Gemini 3.5 Flash
DeepSeek V4 Flash 0731 leads on average score with 6.2 vs 6.1. DeepSeek V4 Flash 0731 has the lower benchmark cost at $0.057 vs $1.752. Gemini 3.5 Flash is faster at 14.13s vs 27.42s, with pass rates of 30.4% vs 68.1%.
Compared models
- Rank
- #232
- Total Output Tokens
- 153,595
- Response Time (avg)
- 14.13s
- Total Cost
- $1.752
Recommended model
Gemini 3.5 Flash
Its score stays close to the best score here (6.1 vs 6.2), while responding about 1.9x faster than DeepSeek V4 Flash 0731.
Detailed comparison
| Metric | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 none | Gemini 3.5 Flash Gemini 3.5 Flash none |
|---|---|---|
| Score | 6.2 | 6.1 |
| Rank | #229 | #232 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.7 | 8.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 30.4% | 68.1% |
| Flaky tests | 4 | 4 |
| Total Runs | 69 | 69 |
| Cost per result | 0.826 | 12.511 |
| Total Cost | $0.057 | $1.752 |
| Input Price | $0.018 / 1M | $1.500 / 1M |
| Output Price | $1.280 / 1M | $9.000 / 1M |
| Cache Read Price | $0.018 / 1M | $0.150 / 1M |
| Cache Write Price | N/A | $0.084 / 1M |
| Total Input Tokens | 349,876 | 246,061 |
| Output Tokens | 39,789 | 153,595 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 27.42s | 14.13s |
| Response Time (max) | 387.15s | 85.26s |
| Response Time (total) | 630.70s | 268.55s |
| Parameters | 284B total (13B active) | ~500B total (~20B 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.
#229 DeepSeek V4 Flash 0731
none- Cost
- $0.004
- Time
- 198.4s
- Tokens
- 14,316 tok
#232 Gemini 3.5 Flash
none- Cost
- $0.225
- Time
- 125.5s
- Tokens
- 25,004 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 |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 174.89s | 255,310 | 14,363 | 0 | |
| Gemini 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 85.26s | 232,209 | 34,495 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.4 | 8.3 | 8.3% | 1 | 4.19s | 540 | 801 | 0 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.53s | 492 | 5,101 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 4.3 | 10.0 | 0.0% | 0 | 1.72s | 7,275 | 505 | 0 | |
| Gemini 3.5 Flash | 8.8 | 7.8 | 88.9% | 1 | 34.69s | 8,122 | 75,927 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.7 | 1.8 | 50.0% | 2 | 202.44s | 65,531 | 22,822 | 0 | |
| Gemini 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 10.0 | 10.0 | 100.0% | 0 | 2.37s | 7,290 | 199 | 0 | |
| Gemini 3.5 Flash | 6.5 | 10.0 | 50.0% | 0 | 8.10s | 2,781 | 5,895 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 5.3 | 10.0 | 33.3% | 0 | 1.17s | 675 | 26 | 0 | |
| Gemini 3.5 Flash | 5.3 | 7.2 | 44.4% | 1 | 12.18s | 642 | 19,492 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 4.4 | 9.9 | 0.0% | 0 | 3.22s | 471 | 153 | 0 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.46s | 486 | 1,620 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 5.0 | 6.8 | 33.3% | 1 | 1.42s | 627 | 69 | 0 | |
| Gemini 3.5 Flash | 9.8 | 10.0 | 100.0% | 0 | 3.38s | 615 | 3,928 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.2 | 9.9 | 0.0% | 0 | 2.74s | 594 | 302 | 0 | |
| Gemini 3.5 Flash | 10.0 | 10.0 | 100.0% | 0 | 3.13s | 558 | 4,640 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 9.5 | 10.0 | 100.0% | 0 | 4.61s | 11,380 | 536 | 0 | |
| Gemini 3.5 Flash | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 3.0 | 10.0 | 0.0% | 0 | 1.85s | 183 | 13 | 0 | |
| Gemini 3.5 Flash | 2.8 | 1.6 | 33.3% | 1 | 4.87s | 156 | 2,497 | 0 |
Quick Compare
Switch Comparison Pair
DeepSeek V4 Flash 0731nonevsKAT-Coder-Pro V2.5mediumTrinity Large ThinkingmediumvsGemini 3.5 FlashnoneDeepSeek V4 Flash 0731nonevsSpace Bunny AlphaxhighClaude Fable 5.1lowvsDeepSeek V4 Flash 0731noneApodex 1.1 MinilowFree AvailablevsGemini 3.5 FlashnoneGemini 3.5 FlashnonevsGranite 4.2 8BmediumClaude Fable 5.1lowvsGemini 3.5 FlashnoneDeepSeek V4 Flash 0731nonevsGrok 4.20mediumApodex 1.1 MinimediumFree AvailablevsGemini 3.5 FlashnoneTrinity Large ThinkinglowvsDeepSeek V4 Flash 0731noneDeepSeek V4 Flash 0731nonevsSpace Bunny AlphamediumGemini 3.5 FlashnonevsKAT-Coder-Pro V2.5medium