- Rank
- #218
- Total Output Tokens
- 425,576
- Response Time (avg)
- 19.02s
- Total Cost
- $0.717
Gemini 3.1 Flash Lite (low) vs Grok 4.20 (medium)
Gemini 3.1 Flash Lite (low) leads on average score with 6.3 vs 6.3. Gemini 3.1 Flash Lite (low) has the lower benchmark cost at $0.717 vs $1.582. Gemini 3.1 Flash Lite (low) is faster at 19.02s vs 36.73s, with pass rates of 60.9% vs 58.0%.
Compared models
- Rank
- #224
- Total Output Tokens
- 302,087
- Response Time (avg)
- 36.73s
- Total Cost
- $1.582
Recommended model
Gemini 3.1 Flash Lite (low)
It has the best score here (6.3), while costing about 2.2x less than Grok 4.20 (medium).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low | Grok 4.20 Grok 4.20 medium |
|---|---|---|
| Score | 6.3 | 6.3 |
| Rank | #218 | #224 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.3 | 8.2 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 58.0% |
| Flaky tests | 2 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 5.512 | 14.374 |
| Total Cost | $0.717 | $1.582 |
| Input Price | $0.250 / 1M | $1.250 / 1M |
| Output Price | $1.500 / 1M | $2.500 / 1M |
| Total Input Tokens | 312,368 | 392,127 |
| Output Tokens | 9,429 | 7,754 |
| Reasoning Tokens | 416,147 | 294,333 |
| Response Time (avg) | 19.02s | 36.73s |
| Response Time (max) | 318.02s | 199.66s |
| Response Time (total) | 437.38s | 844.68s |
| Parameters | ~150B total (~10B active) | ~1T total (~100B active) |
| 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
#224 SpaceXAI: Grok 4.20
medium- Cost
- $0.041
- Time
- 110.3s
- Tokens
- 16,336 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 | |
| Grok 4.20 | 3.0 | 10.0 | 0.0% | 0 | 128.32s | 289,141 | 1,894 | 29,934 |
| 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 | |
| Grok 4.20 | 8.2 | 7.9 | 83.3% | 1 | 3.95s | 2,010 | 287 | 8,312 |
| 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 | |
| Grok 4.20 | 6.3 | 6.6 | 55.6% | 1 | 109.93s | 8,307 | 268 | 103,150 |
| 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 | |
| Grok 4.20 | 8.7 | 6.9 | 83.3% | 1 | 42.25s | 71,267 | 3,776 | 44,009 |
| 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 | |
| Grok 4.20 | 10.0 | 10.0 | 100.0% | 0 | 4.17s | 7,761 | 180 | 5,333 |
| 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 | |
| Grok 4.20 | 2.9 | 7.2 | 11.1% | 1 | 49.71s | 1,959 | 872 | 59,761 |
| 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 | |
| Grok 4.20 | 3.9 | 2.6 | 33.3% | 1 | 24.48s | 825 | 65 | 6,440 |
| 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 | |
| Grok 4.20 | 9.8 | 10.0 | 100.0% | 0 | 4.26s | 1,362 | 57 | 6,419 |
| 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 | |
| Grok 4.20 | 7.7 | 10.0 | 66.7% | 0 | 6.22s | 1,689 | 149 | 7,913 |
| 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 | |
| Grok 4.20 | 3.0 | 10.0 | 0.0% | 0 | 13.68s | 7,275 | 197 | 6,620 |
| 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 | |
| Grok 4.20 | 3.0 | 10.0 | 0.0% | 0 | 63.48s | 531 | 9 | 16,442 |
Quick Compare
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