- Rank
- #164
- Total Output Tokens
- 277,315
- Response Time (avg)
- 78.76s
- Total Cost
- $0.117
Gemma 4 31B (medium) vs Grok 4.6 (low)
Grok 4.6 (low) leads on average score with 6.9 vs 6.9. Gemma 4 31B (medium) has the lower benchmark cost at $0.117 vs $0.781. Grok 4.6 (low) is faster at 16.44s vs 78.76s, with pass rates of 66.7% vs 66.7%.
Compared models
- Rank
- #159
- Total Output Tokens
- 42,315
- Response Time (avg)
- 16.44s
- Total Cost
- $0.781
Recommended model
Gemma 4 31B (medium)
Its score stays close to the best score here (6.9 vs 6.9), while costing about 6.7x less than Grok 4.6 (low).
Detailed comparison
| Metric | Gemma 4 31B Gemma 4 31B medium Free Available | Grok 4.6 Grok 4.6 low |
|---|---|---|
| Score | 6.9 | 6.9 |
| Rank | #164 | #159 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.7 | 9.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 66.7% | 66.7% |
| Flaky tests | 3 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 1.195 | 5.205 |
| Total Cost | $0.117 | $0.781 |
| Input Price | $0.090 / 1M | $2.000 / 1M |
| Output Price | $0.340 / 1M | $6.000 / 1M |
| Total Input Tokens | 251,164 | 263,427 |
| Output Tokens | 36,112 | 6,006 |
| Reasoning Tokens | 241,203 | 36,309 |
| Response Time (avg) | 78.76s | 16.44s |
| Response Time (max) | 437.40s | 57.97s |
| Response Time (total) | 1653.96s | 378.14s |
| Parameters | 30.7B | ~1.7T total (~170B active) |
| Availability | Open source | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#164 Gemma 4 31B
medium- Cost
- $0.002
- Time
- 45.7s
- Tokens
- 2,696 tok
#159 SpaceXAI: Grok 4.6
low- Cost
- $0.011
- Time
- 26.0s
- Tokens
- 1,941 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 82.13s | 156,195 | 1,713 | 8,181 | |
| Grok 4.6 | 5.0 | 10.0 | 0.0% | 0 | 57.97s | 153,467 | 882 | 3,385 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 12.89s | 816 | 962 | 2,046 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 9.00s | 2,991 | 104 | 3,343 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 4.3 | 5.8 | 22.2% | 1 | 219.76s | 5,568 | 11,098 | 33,212 | |
| Grok 4.6 | 5.5 | 7.1 | 44.4% | 1 | 21.69s | 9,579 | 349 | 7,740 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 2.9 | 5.8 | 16.7% | 1 | 433.11s | 77,035 | 12,112 | 157,552 | |
| Grok 4.6 | 6.5 | 10.0 | 50.0% | 0 | 23.33s | 71,233 | 3,899 | 2,805 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 21.11s | 8,334 | 1,822 | 2,951 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 11.63s | 8,937 | 225 | 1,423 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 5.3 | 7.2 | 44.4% | 1 | 59.92s | 853 | 4,280 | 18,729 | |
| Grok 4.6 | 3.0 | 10.0 | 0.0% | 0 | 18.19s | 2,523 | 16 | 7,921 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 9.57s | 567 | 105 | 888 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 16.29s | 1,077 | 55 | 1,009 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 10.0 | 10.0 | 100.0% | 0 | 12.76s | 777 | 533 | 2,035 | |
| Grok 4.6 | 9.8 | 10.0 | 100.0% | 0 | 6.64s | 1,857 | 57 | 2,310 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 9.9 | 10.0 | 100.0% | 0 | 26.91s | 801 | 1,795 | 5,595 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 8.16s | 2,430 | 154 | 2,506 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 3.0 | 10.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 14.42s | 8,544 | 255 | 359 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 31B | 3.0 | 10.0 | 0.0% | 0 | 90.14s | 218 | 1,692 | 10,014 | |
| Grok 4.6 | 3.0 | 10.0 | 0.0% | 0 | 26.11s | 789 | 10 | 3,508 |
Quick Compare
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