- Rank
- #126
- Total Output Tokens
- 550,855
- Response Time (avg)
- 84.66s
- Total Cost
- $0.066
DeepSeek V4 Flash 0731 (medium) vs Gemini 3.1 Flash Lite (medium)
The average score is effectively tied at 7.3 vs 7.3. DeepSeek V4 Flash 0731 (medium) has the lower benchmark cost at $0.066 vs $0.120. Gemini 3.1 Flash Lite (medium) is faster at 4.38s vs 84.66s, with pass rates of 71.2% vs 62.1%.
Compared models
- Rank
- #124
- Total Output Tokens
- 62,356
- Response Time (avg)
- 4.38s
- Total Cost
- $0.120
Recommended model
Gemini 3.1 Flash Lite (medium)
It has the best score here (7.3), while responding about 19.3x faster than DeepSeek V4 Flash 0731 (medium).
Detailed comparison
| Metric | DeepSeek V4 Flash 0731 DeepSeek V4 Flash 0731 medium | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite medium |
|---|---|---|
| Score | 7.3 | 7.3 |
| Rank | #126 | #124 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.1 | 9.2 |
| Attempts | 66/66 | 66/66 |
| Tests Correct | ||
| Attempt pass rate | 71.2% | 62.1% |
| Flaky tests | 8 | 2 |
| Total Runs | 66 | 66 |
| Cost per result | 0.960 | 0.922 |
| Total Cost | $0.066 | $0.120 |
| Input Price | $0.065 / 1M | $0.250 / 1M |
| Output Price | $0.180 / 1M | $1.500 / 1M |
| Total Input Tokens | 89,819 | 104,925 |
| Output Tokens | 58,398 | 9,168 |
| Reasoning Tokens | 492,457 | 53,188 |
| Response Time (avg) | 84.66s | 4.38s |
| Response Time (max) | 288.78s | 26.22s |
| Response Time (total) | 1862.46s | 96.32s |
| Parameters | 284B total (13B active) | ~150B total (~10B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#126 DeepSeek V4 Flash 0731
medium- Cost
- $0.004
- Time
- 93.3s
- Tokens
- 13,252 tok
#124 Gemini 3.1 Flash Lite
medium- Cost
- $0.003
- Time
- 5.3s
- Tokens
- 1,754 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
| 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 | 8.2 | 7.9 | 83.3% | 1 | 17.95s | 698 | 2,101 | 6,715 | |
| Gemini 3.1 Flash Lite | 9.1 | 10.0 | 75.0% | 0 | 2.39s | 502 | 604 | 4,201 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.4 | 4.4 | 77.8% | 2 | 198.78s | 6,032 | 4,109 | 160,154 | |
| Gemini 3.1 Flash Lite | 5.5 | 10.0 | 33.3% | 0 | 3.81s | 8,134 | 459 | 8,978 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 7.3 | 5.8 | 83.3% | 1 | 150.58s | 65,118 | 40,110 | 97,296 | |
| Gemini 3.1 Flash Lite | 7.2 | 9.1 | 50.0% | 0 | 18.55s | 80,983 | 7,241 | 20,231 |
| 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 | 5.21s | 7,290 | 287 | 1,519 | |
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.60s | 7,362 | 279 | 2,845 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 2.9 | 7.2 | 11.1% | 1 | 203.11s | 592 | 9,333 | 154,069 | |
| Gemini 3.1 Flash Lite | 2.9 | 7.2 | 11.1% | 1 | 3.93s | 650 | 15 | 7,223 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 6.1 | 3.1 | 66.7% | 1 | 12.16s | 471 | 66 | 1,589 | |
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.60s | 488 | 84 | 1,142 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.5 | 6.8 | 83.3% | 1 | 2.42s | 706 | 109 | 580 | |
| Gemini 3.1 Flash Lite | 9.9 | 10.0 | 100.0% | 0 | 2.59s | 623 | 75 | 3,320 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| DeepSeek V4 Flash 0731 | 8.2 | 7.3 | 88.9% | 1 | 65.12s | 594 | 1,530 | 66,970 | |
| Gemini 3.1 Flash Lite | 7.6 | 7.2 | 77.8% | 1 | 1.95s | 568 | 165 | 2,450 |
| Tool Calling | 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 | 4.41s | 8,178 | 374 | 152 | |
| Gemini 3.1 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 4.55s | 5,457 | 234 | 921 |
| 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 | 56.64s | 140 | 379 | 3,413 | |
| Gemini 3.1 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 3.08s | 158 | 12 | 1,877 |
Quick Compare
Switch Comparison Pair
Gemini 3.1 Flash LitemediumvsGLM 5.3 FlashhighGemini 3.1 Flash LitemediumvsQwen3.7 PlusnoneClaude Opus 4.8nonevsDeepSeek V4 Flash 0731mediumDeepSeek V4 Flash 0731mediumvsQwen3.7 PlusnoneDeepSeek V4 Flash 0731mediumvsGLM 5.3 FlashhighGemini 3.1 Flash LitemediumvsKAT-Coder-Pro V2.5lowClaude Opus 4.8nonevsGemini 3.1 Flash LitemediumGemini 3.1 Flash LitemediumvsGLM 5.3highClaude Sonnet 4.6nonevsGemini 3.1 Flash LitemediumDeepSeek V4 Flash 0731mediumvsKAT-Coder-Pro V2.5highDeepSeek V4 Flash 0731mediumvsKAT-Coder-Pro V2.5lowDeepSeek V4 Flash 0731mediumvsGLM 5.3high