- Rank
- #223
- Total Output Tokens
- 115,591
- Response Time (avg)
- 38.64s
- Total Cost
- $0.050
DeepSeek V4 Flash 0423 vs Gemini 3.5 Flash Lite (low)
Gemini 3.5 Flash Lite (low) leads on average score with 6.3 vs 6.3. DeepSeek V4 Flash 0423 has the lower benchmark cost at $0.050 vs $0.183. Gemini 3.5 Flash Lite (low) is faster at 4.79s vs 38.64s, with pass rates of 30.4% vs 66.7%.
Compared models
- Rank
- #214
- Total Output Tokens
- 39,912
- Response Time (avg)
- 4.79s
- Total Cost
- $0.183
Recommended model
Gemini 3.5 Flash Lite (low)
It has the best score here (6.3), while responding about 8.1x faster than DeepSeek V4 Flash 0423.
Detailed comparison
| Metric | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 none | Gemini 3.5 Flash Lite Gemini 3.5 Flash Lite low |
|---|---|---|
| Score | 6.3 | 6.3 |
| Rank | #223 | #214 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.6 | 7.9 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 30.4% | 66.7% |
| Flaky tests | 4 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 1.220 | 1.521 |
| Total Cost | $0.050 | $0.183 |
| Input Price | $0.079 / 1M | $0.300 / 1M |
| Output Price | $0.158 / 1M | $2.500 / 1M |
| Total Input Tokens | 403,455 | 275,779 |
| Output Tokens | 115,591 | 14,401 |
| Reasoning Tokens | 0 | 25,511 |
| Response Time (avg) | 38.64s | 4.79s |
| Response Time (max) | 247.27s | 53.91s |
| Response Time (total) | 888.69s | 110.24s |
| Parameters | 284B total (13B active) | ~150B total (~10B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#223 DeepSeek V4 Flash 0423
none- Cost
- $0.004
- Time
- 157.6s
- Tokens
- 11,297 tok
#214 Gemini 3.5 Flash Lite
low- Cost
- $0.007
- Time
- 7.5s
- Tokens
- 2,669 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 0423 | 10.0 | 10.0 | 100.0% | 0 | 92.87s | 163,225 | 14,865 | 0 | |
| Gemini 3.5 Flash Lite | 5.0 | 10.0 | 0.0% | 0 | 53.91s | 136,614 | 1,502 | 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 0423 | 3.0 | 10.0 | 0.0% | 0 | 20.18s | 540 | 174 | 0 | |
| Gemini 3.5 Flash Lite | 9.0 | 8.3 | 91.7% | 1 | 1.69s | 506 | 351 | 4,032 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 4.2 | 7.4 | 11.1% | 1 | 17.13s | 7,279 | 9,717 | 0 | |
| Gemini 3.5 Flash Lite | 4.3 | 10.0 | 0.0% | 0 | 917ms | 8,126 | 464 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 4.6 | 1.8 | 66.7% | 2 | 179.61s | 214,492 | 89,681 | 0 | |
| Gemini 3.5 Flash Lite | 3.8 | 1.6 | 50.0% | 2 | 11.00s | 114,540 | 11,142 | 9,298 |
| 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 0423 | 10.0 | 10.0 | 100.0% | 0 | 23.79s | 7,290 | 195 | 0 | |
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 859ms | 7,364 | 287 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 15.31s | 675 | 17 | 0 | |
| Gemini 3.5 Flash Lite | 5.9 | 7.2 | 55.6% | 1 | 3.55s | 658 | 18 | 6,902 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 4.2 | 9.9 | 0.0% | 0 | 23.74s | 471 | 67 | 0 | |
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.34s | 488 | 97 | 1,049 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 6.5 | 10.0 | 50.0% | 0 | 17.54s | 627 | 321 | 0 | |
| Gemini 3.5 Flash Lite | 9.8 | 10.0 | 100.0% | 0 | 1.75s | 621 | 70 | 1,872 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.1 | 7.3 | 11.1% | 1 | 23.72s | 594 | 207 | 0 | |
| Gemini 3.5 Flash Lite | 7.6 | 7.2 | 77.8% | 1 | 1.19s | 572 | 168 | 1,494 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 10.0 | 10.0 | 100.0% | 0 | 77.93s | 8,079 | 327 | 0 | |
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.39s | 6,132 | 293 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0423 | 3.0 | 10.0 | 0.0% | 0 | 3.07s | 183 | 20 | 0 | |
| Gemini 3.5 Flash Lite | 4.7 | 1.6 | 66.7% | 1 | 1.65s | 158 | 9 | 864 |
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