- Rank
- #216
- Total Output Tokens
- 438,891
- Response Time (avg)
- 19.04s
- Total Cost
- $0.736
Gemini 3.1 Flash Lite Preview (low) vs Solar Pro 4 (high)
The average score is effectively tied at 6.3 vs 6.3. Solar Pro 4 (high) has the lower benchmark cost at $0.164 vs $0.736. Gemini 3.1 Flash Lite Preview (low) is faster at 19.04s vs 128.91s, with pass rates of 60.9% vs 60.9%.
Compared models
- Rank
- #219
- Total Output Tokens
- 402,203
- Response Time (avg)
- 128.91s
- Total Cost
- $0.164
Recommended model
Solar Pro 4 (high)
It has the best score here (6.3), while costing about 4.5x less than Gemini 3.1 Flash Lite Preview (low).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low | Solar Pro 4 Solar Pro 4 high |
|---|---|---|
| Score | 6.3 | 6.3 |
| Rank | #216 | #219 |
| Reliability | 10.0 | 10.0 |
| Consistency | 10.0 | 8.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 60.9% |
| Flaky tests | 0 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 5.256 | 0.652 |
| Total Cost | $0.736 | $0.164 |
| Input Price | $0.250 / 1M | $0.090 / 1M |
| Output Price | $1.500 / 1M | $0.360 / 1M |
| Total Input Tokens | 309,715 | 209,002 |
| Output Tokens | 16,170 | 24,675 |
| Reasoning Tokens | 422,721 | 377,528 |
| Response Time (avg) | 19.04s | 128.91s |
| Response Time (max) | 309.35s | 491.07s |
| Response Time (total) | 437.98s | 2965.04s |
| Parameters | ~150B total (~10B active) | ~100B |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#216 Gemini 3.1 Flash Lite Preview
low- Cost
- $0.002
- Time
- 3.7s
- Tokens
- 1,203 tok
#219 Solar Pro 4
high
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- Tokens
- 0 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 71.29s | 199,519 | 1,453 | 25,259 | |
| Solar Pro 4 | 2.8 | 1.6 | 33.3% | 1 | 312.27s | 129,262 | 1,318 | 37,691 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 8.3 | 10.0 | 75.0% | 0 | 2.12s | 506 | 462 | 1,638 | |
| Solar Pro 4 | 8.7 | 7.9 | 91.7% | 1 | 58.83s | 1,104 | 313 | 40,629 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 1.39s | 8,138 | 660 | 1,060 | |
| Solar Pro 4 | 5.7 | 9.9 | 33.3% | 0 | 244.73s | 7,887 | 18,577 | 101,928 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 160.63s | 85,851 | 12,656 | 389,079 | |
| Solar Pro 4 | 7.3 | 5.8 | 83.3% | 1 | 167.40s | 51,594 | 3,394 | 37,597 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.00s | 7,455 | 291 | 696 | |
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 62.46s | 7,575 | 252 | 22,209 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 2.10s | 652 | 18 | 1,191 | |
| Solar Pro 4 | 3.6 | 7.2 | 22.2% | 1 | 280.84s | 1,098 | 37 | 79,201 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 4.0 | 10.0 | 0.0% | 0 | 1.54s | 490 | 69 | 384 | |
| Solar Pro 4 | 5.5 | 10.0 | 0.0% | 0 | 42.22s | 609 | 123 | 7,474 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.49s | 621 | 72 | 753 | |
| Solar Pro 4 | 7.9 | 6.9 | 66.7% | 1 | 41.51s | 909 | 75 | 13,182 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.69s | 566 | 243 | 1,248 | |
| Solar Pro 4 | 8.7 | 7.9 | 77.8% | 1 | 55.22s | 1,017 | 345 | 23,424 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 9.54s | 5,757 | 237 | 993 | |
| Solar Pro 4 | 10.0 | 10.0 | 100.0% | 0 | 8.96s | 7,620 | 225 | 770 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 1.35s | 160 | 9 | 420 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 81.13s | 327 | 16 | 13,423 |
Quick Compare
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