- Rank
- #218
- Total Output Tokens
- 425,576
- Response Time (avg)
- 19.02s
- Total Cost
- $0.717
Gemini 3.1 Flash Lite (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 $0.717. Gemini 3.1 Flash Lite (low) is faster at 19.02s 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 4.4x less than Gemini 3.1 Flash Lite (low).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low | Solar Pro 4 Solar Pro 4 high |
|---|---|---|
| Score | 6.3 | 6.3 |
| Rank | #218 | #219 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 60.9% |
| Flaky tests | 2 | 6 |
| Total Runs | 69 | 69 |
| Cost per result | 5.512 | 0.652 |
| Total Cost | $0.717 | $0.164 |
| Input Price | $0.250 / 1M | $0.090 / 1M |
| Output Price | $1.500 / 1M | $0.360 / 1M |
| Total Input Tokens | 312,368 | 209,002 |
| Output Tokens | 9,429 | 24,675 |
| Reasoning Tokens | 416,147 | 377,528 |
| Response Time (avg) | 19.02s | 128.91s |
| Response Time (max) | 318.02s | 491.07s |
| Response Time (total) | 437.38s | 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.
#218 Gemini 3.1 Flash Lite
low- Cost
- $0.003
- Time
- 4.0s
- Tokens
- 1,479 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 | 5.0 | 10.0 | 0.0% | 0 | 79.99s | 218,135 | 1,670 | 26,015 | |
| 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 | 7.3 | 6.2 | 75.0% | 2 | 1.84s | 500 | 1,013 | 1,548 | |
| 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 | 5.5 | 10.0 | 33.3% | 0 | 1.53s | 8,132 | 471 | 1,072 | |
| 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 | 3.2 | 9.1 | 0.0% | 0 | 161.25s | 70,202 | 5,375 | 381,841 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 1.44s | 7,453 | 291 | 697 | |
| 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 | 7.7 | 10.0 | 66.7% | 0 | 1.44s | 648 | 15 | 1,220 | |
| 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 | 4.0 | 10.0 | 0.0% | 0 | 1.37s | 492 | 69 | 438 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 1.52s | 619 | 72 | 760 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 1.40s | 570 | 210 | 1,191 | |
| 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 | 10.0 | 10.0 | 100.0% | 0 | 5.66s | 5,457 | 234 | 945 | |
| 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 | 3.0 | 10.0 | 0.0% | 0 | 1.46s | 160 | 9 | 420 | |
| Solar Pro 4 | 3.0 | 10.0 | 0.0% | 0 | 81.13s | 327 | 16 | 13,423 |
Quick Compare
Switch Comparison Pair
Gemini 3.1 Flash LitelowvsQwen3.5 Plus 2026-04-20noneQwen3.5 Plus 2026-04-20nonevsSolar Pro 4highGemini 3.1 Flash Lite PreviewlowvsSolar Pro 4highSpace Bunny AlphamediumvsSolar Pro 4highGemini 3.5 Flash LitelowvsSolar Pro 4highGemini 3.1 Flash LitelowvsSpace Bunny AlphamediumDeepSeek V3.2mediumvsSolar Pro 4highDeepSeek V3.2mediumvsGemini 3.1 Flash LitelowGemini 3.1 Flash LitelowvsQwen3.6 27BnoneQwen3.6 27BnonevsSolar Pro 4highGemini 3.1 Flash LitelowvsQwen3.5-35B-A3BmediumQwen3.5-35B-A3BmediumvsSolar Pro 4high