- Rank
- #49
- Total Output Tokens
- 219,926
- Response Time (avg)
- 11.92s
- Total Cost
- $0.624
Gemini 3.5 Flash Lite (high) vs Qwen3.8 Max (0902) (medium)
The average score is effectively tied at 9.0 vs 9.0. Gemini 3.5 Flash Lite (high) has the lower benchmark cost at $0.624 vs $1.096. Gemini 3.5 Flash Lite (high) is faster at 11.92s vs 30.42s, with pass rates of 84.1% vs 84.1%.
Compared models
- Rank
- #47
- Total Output Tokens
- 92,998
- Response Time (avg)
- 30.42s
- Total Cost
- $1.096
Recommended model
Gemini 3.5 Flash Lite (high)
It has the best score here (9.0), while costing about 1.8x less than Qwen3.8 Max (0902) (medium).
Detailed comparison
| Metric | Gemini 3.5 Flash Lite Gemini 3.5 Flash Lite high | Qwen3.8 Max (0902) Qwen3.8 Max (0902) medium |
|---|---|---|
| Score | 9.0 | 9.0 |
| Rank | #49 | #47 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 84.1% | 84.1% |
| Flaky tests | 2 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 3.463 | 6.084 |
| Total Cost | $0.624 | $1.096 |
| Input Price | $0.300 / 1M | $2.000 / 1M |
| Output Price | $2.500 / 1M | $6.000 / 1M |
| Cache Read Price | $0.030 / 1M | $0.250 / 1M |
| Cache Write Price | $0.084 / 1M | $2.500 / 1M |
| Total Input Tokens | 244,529 | 268,540 |
| Output Tokens | 6,784 | 7,499 |
| Reasoning Tokens | 213,142 | 85,499 |
| Response Time (avg) | 11.92s | 30.42s |
| Response Time (max) | 53.09s | 168.09s |
| Response Time (total) | 274.14s | 699.68s |
| Parameters | ~150B total (~10B active) | 2.4T total (~100B 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.
#49 Gemini 3.5 Flash Lite
high- Cost
- $0.025
- Time
- 36.8s
- Tokens
- 9,964 tok
#47 Qwen3.8 Max (0902)
medium- Cost
- $0.036
- Time
- 108.3s
- Tokens
- 5,980 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 | 10.0 | 10.0 | 100.0% | 0 | 53.09s | 151,483 | 900 | 14,401 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 127.50s | 172,217 | 1,538 | 10,782 |
| 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 | 2.96s | 498 | 142 | 7,917 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.03s | 672 | 295 | 2,003 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 8.4 | 7.4 | 88.9% | 1 | 16.58s | 8,130 | 434 | 57,369 | |
| Qwen3.8 Max (0902) | 8.4 | 7.4 | 88.9% | 1 | 45.74s | 7,893 | 551 | 20,628 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 9.9 | 10.0 | 100.0% | 0 | 27.90s | 68,427 | 4,360 | 52,993 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 94.38s | 68,852 | 3,895 | 24,303 |
| 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 | 3.17s | 7,362 | 279 | 5,636 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 10.54s | 7,782 | 261 | 2,591 |
| 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 | 3.6 | 7.2 | 22.2% | 1 | 23.14s | 656 | 17 | 54,566 | |
| Qwen3.8 Max (0902) | 3.6 | 7.2 | 22.2% | 1 | 49.45s | 780 | 44 | 19,572 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 3.10s | 488 | 81 | 2,124 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 7.56s | 516 | 202 | 689 |
| 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 | 2.16s | 625 | 69 | 3,513 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 4.24s | 699 | 90 | 886 |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 2.09s | 572 | 183 | 4,004 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.89s | 696 | 353 | 1,599 |
| 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 | 4.55s | 6,132 | 310 | 2,955 | |
| Qwen3.8 Max (0902) | 10.0 | 10.0 | 100.0% | 0 | 5.93s | 8,229 | 249 | 194 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 9.68s | 156 | 9 | 7,664 | |
| Qwen3.8 Max (0902) | 3.0 | 10.0 | 0.0% | 0 | 17.01s | 204 | 21 | 2,252 |
Quick Compare
Switch Comparison Pair
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