- Rank
- #223
- Total Output Tokens
- 115,591
- Response Time (avg)
- 38.64s
- Total Cost
- $0.050
DeepSeek V4 Flash 0423 vs Gemini 3.1 Flash Lite (low)
Gemini 3.1 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 $0.717. Gemini 3.1 Flash Lite (low) is faster at 19.02s vs 38.64s, with pass rates of 30.4% vs 60.9%.
Compared models
- Rank
- #218
- Total Output Tokens
- 425,576
- Response Time (avg)
- 19.02s
- Total Cost
- $0.717
Recommended model
Gemini 3.1 Flash Lite (low)
It has the best score here (6.3), while responding about 2.0x faster than DeepSeek V4 Flash 0423.
Detailed comparison
| Metric | DeepSeek V4 Flash 0423 DeepSeek V4 Flash 0423 none | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low |
|---|---|---|
| Score | 6.3 | 6.3 |
| Rank | #223 | #218 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.6 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 30.4% | 60.9% |
| Flaky tests | 4 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 1.220 | 5.512 |
| Total Cost | $0.050 | $0.717 |
| Input Price | $0.079 / 1M | $0.250 / 1M |
| Output Price | $0.158 / 1M | $1.500 / 1M |
| Total Input Tokens | 403,455 | 312,368 |
| Output Tokens | 115,591 | 9,429 |
| Reasoning Tokens | 0 | 416,147 |
| Response Time (avg) | 38.64s | 19.02s |
| Response Time (max) | 247.27s | 318.02s |
| Response Time (total) | 888.69s | 437.38s |
| 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
#218 Gemini 3.1 Flash Lite
low- Cost
- $0.003
- Time
- 4.0s
- Tokens
- 1,479 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 3.1 Flash Lite | 5.0 | 10.0 | 0.0% | 0 | 79.99s | 218,135 | 1,670 | 26,015 |
| 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 3.1 Flash Lite | 7.3 | 6.2 | 75.0% | 2 | 1.84s | 500 | 1,013 | 1,548 |
| 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 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 1.53s | 8,132 | 471 | 1,072 |
| 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 3.1 Flash Lite | 3.2 | 9.1 | 0.0% | 0 | 161.25s | 70,202 | 5,375 | 381,841 |
| 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 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.44s | 7,453 | 291 | 697 |
| 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 3.1 Flash Lite | 7.7 | 10.0 | 66.7% | 0 | 1.44s | 648 | 15 | 1,220 |
| 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 3.1 Flash Lite | 4.0 | 10.0 | 0.0% | 0 | 1.37s | 492 | 69 | 438 |
| 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 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.52s | 619 | 72 | 760 |
| 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 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 1.40s | 570 | 210 | 1,191 |
| 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 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 5.66s | 5,457 | 234 | 945 |
| 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 3.1 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 1.46s | 160 | 9 | 420 |
Quick Compare
Switch Comparison Pair
Gemini 3.1 Flash LitelowvsQwen3.5 Plus 2026-04-20noneDeepSeek V4 Flash 0423nonevsGrok 4.20mediumGemini 3.1 Flash LitelowvsSolar Pro 4highGemini 3.1 Flash LitelowvsSpace Bunny AlphamediumDeepSeek V4 Flash 0423nonevsSpace Bunny AlphamediumDeepSeek V3.2mediumvsGemini 3.1 Flash LitelowGemini 3.1 Flash LitelowvsQwen3.6 27BnoneDeepSeek V4 Flash 0423nonevsSpace Bunny AlphaxhighGemini 3.1 Flash LitelowvsQwen3.5-35B-A3BmediumGemini 3.1 Flash LitelowvsLongCat 2.0noneDeepSeek V4 Flash 0423nonevsKAT-Coder-Pro V2.5mediumDeepSeek V4 Flash 0423nonevsSolar Pro 4high