- Rank
- #164
- Total Output Tokens
- 129,214
- Response Time (avg)
- 8.68s
- Total Cost
- $0.440
Gemini 3.5 Flash Lite (medium) vs Gemini 3.8 Flash (low)
Gemini 3.5 Flash Lite (medium) leads on average score with 7.3 vs 7.2. Gemini 3.8 Flash (low) has the lower benchmark cost at $0.323 vs $0.440. Gemini 3.8 Flash (low) is faster at 7.54s vs 8.68s, with pass rates of 76.8% vs 81.2%.
Compared models
- Rank
- #168
- Total Output Tokens
- 42,741
- Response Time (avg)
- 7.54s
- Total Cost
- $0.323
Recommended model
Gemini 3.8 Flash (low)
It offers the best overall trade-off: a competitive score (7.2), lower cost than Gemini 3.5 Flash Lite (medium), and balanced response time.
Detailed comparison
| Metric | Gemini 3.5 Flash Lite Gemini 3.5 Flash Lite medium | Gemini 3.8 Flash Gemini 3.8 Flash low |
|---|---|---|
| Score | 7.3 | 7.2 |
| Rank | #164 | #168 |
| Reliability | 10.0 | 9.9 |
| Consistency | 7.6 | 8.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 76.8% | 81.2% |
| Flaky tests | 7 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 3.140 | 2.014 |
| Total Cost | $0.440 | $0.323 |
| Input Price | $0.300 / 1M | $0.750 / 1M |
| Output Price | $2.500 / 1M | $3.750 / 1M |
| Cache Read Price | $0.030 / 1M | $0.075 / 1M |
| Cache Write Price | $0.084 / 1M | $0.042 / 1M |
| Total Input Tokens | 388,307 | 215,836 |
| Output Tokens | 10,412 | 9,452 |
| Reasoning Tokens | 118,802 | 33,289 |
| Response Time (avg) | 8.68s | 7.54s |
| Response Time (max) | 86.92s | 67.18s |
| Response Time (total) | 199.65s | 173.36s |
| Parameters | ~150B total (~10B 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.
#164 Gemini 3.5 Flash Lite
medium- Cost
- $0.010
- Time
- 17.8s
- Tokens
- 4,000 tok
#168 Gemini 3.8 Flash
low- Cost
- $0.030
- Time
- 45.8s
- Tokens
- 8,023 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 4.7 | 3.1 | 33.3% | 1 | 86.92s | 284,391 | 1,520 | 31,459 | |
| Gemini 3.8 Flash | 6.1 | 3.1 | 66.7% | 1 | 67.18s | 104,063 | 1,417 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.11s | 504 | 150 | 5,265 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.96s | 492 | 171 | 1,054 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 7.9 | 9.9 | 66.7% | 0 | 9.96s | 8,122 | 471 | 28,930 | |
| Gemini 3.8 Flash | 5.4 | 7.2 | 44.4% | 1 | 4.31s | 8,118 | 449 | 5,706 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 7.3 | 5.8 | 83.3% | 1 | 17.87s | 79,299 | 7,303 | 29,209 | |
| Gemini 3.8 Flash | 3.8 | 5.8 | 33.3% | 1 | 19.61s | 87,701 | 6,571 | 14,001 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.11s | 7,362 | 287 | 2,226 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.34s | 7,548 | 279 | 1,000 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 4.1 | 4.4 | 44.5% | 2 | 5.34s | 656 | 17 | 10,964 | |
| Gemini 3.8 Flash | 5.8 | 4.4 | 66.7% | 2 | 6.50s | 642 | 12 | 7,051 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 4.7 | 3.1 | 33.3% | 1 | 2.97s | 488 | 100 | 1,558 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 1.89s | 486 | 72 | 316 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 9.8 | 10.0 | 100.0% | 0 | 1.72s | 625 | 69 | 2,657 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.79s | 615 | 72 | 1,873 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 8.2 | 7.2 | 88.9% | 1 | 1.82s | 570 | 199 | 2,988 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.25s | 558 | 165 | 1,458 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.84s | 6,132 | 287 | 1,277 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 5.51s | 5,457 | 233 | 224 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 2.8 | 1.6 | 33.3% | 1 | 3.75s | 158 | 9 | 2,269 | |
| Gemini 3.8 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.29s | 156 | 11 | 606 |
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