- Rank
- #131
- Total Output Tokens
- 269,351
- Response Time (avg)
- 105.03s
- Total Cost
- $0.101
Gemma 4 26B A4B (medium) vs Grok 4.7 (medium)
Gemma 4 26B A4B (medium) leads on average score with 7.3 vs 7.3. Gemma 4 26B A4B (medium) has the lower benchmark cost at $0.101 vs $2.938. Gemma 4 26B A4B (medium) is faster at 105.03s vs 117.65s, with pass rates of 71.0% vs 78.3%.
Compared models
- Rank
- #134
- Total Output Tokens
- 474,745
- Response Time (avg)
- 117.65s
- Total Cost
- $2.938
Recommended model
Gemma 4 26B A4B (medium)
It has the best score here (7.3), while costing about 29.1x less than Grok 4.7 (medium).
Detailed comparison
| Metric | Gemma 4 26B A4B Gemma 4 26B A4B medium Free Available | Grok 4.7 Grok 4.7 medium |
|---|---|---|
| Score | 7.3 | 7.3 |
| Rank | #131 | #134 |
| Reliability | 10.0 | 9.8 |
| Consistency | 9.6 | 8.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 71.0% | 78.3% |
| Flaky tests | 1 | 5 |
| Total Runs | 69 | 69 |
| Cost per result | 0.679 | 19.582 |
| Total Cost | $0.101 | $2.938 |
| Input Price | $0.090 / 1M | $2.000 / 1M |
| Output Price | $0.300 / 1M | $6.000 / 1M |
| Cache Read Price | $0.050 / 1M | $0.500 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 224,367 | 326,066 |
| Output Tokens | 27,095 | 5,726 |
| Reasoning Tokens | 242,256 | 469,019 |
| Response Time (avg) | 105.03s | 117.65s |
| Response Time (max) | 912.19s | 660.89s |
| Response Time (total) | 2310.63s | 2706.03s |
| Parameters | 25.2B total (3.8B active) | ~1.7T total (~170B active) |
| Availability | Open source | 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.
#131 Gemma 4 26B A4B
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- Tokens
- 0 tok
#134 SpaceXAI: Grok 4.7
medium- Cost
- $0.047
- Time
- 132.3s
- Tokens
- 9,954 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 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 107.12s | 146,839 | 1,047 | 14,658 | |
| Grok 4.7 | 3.9 | 9.6 | 0.0% | 0 | 372.09s | 218,873 | 1,065 | 39,947 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 6.20s | 816 | 1,142 | 3,045 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 16.01s | 2,991 | 54 | 7,224 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 2.9 | 10.0 | 0.0% | 0 | 272.54s | 5,062 | 14,838 | 44,567 | |
| Grok 4.7 | 6.6 | 4.6 | 77.8% | 2 | 312.17s | 10,266 | 349 | 172,347 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 6.3 | 10.0 | 50.0% | 0 | 492.87s | 54,390 | 5,451 | 132,113 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 96.50s | 67,788 | 3,524 | 38,447 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 16.51s | 8,334 | 1,567 | 2,827 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 5.16s | 8,937 | 225 | 2,344 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 5.3 | 7.2 | 44.4% | 1 | 35.14s | 494 | 481 | 15,212 | |
| Grok 4.7 | 5.3 | 7.2 | 44.4% | 1 | 300.37s | 2,523 | 15 | 169,756 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 29.76s | 567 | 25 | 5,075 | |
| Grok 4.7 | 5.4 | 2.5 | 66.7% | 1 | 32.39s | 1,077 | 76 | 5,830 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 17.54s | 777 | 887 | 4,470 | |
| Grok 4.7 | 8.4 | 6.9 | 83.3% | 1 | 6.68s | 1,857 | 57 | 2,742 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 5.79s | 801 | 410 | 2,128 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 18.46s | 2,430 | 135 | 9,678 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 10.0 | 10.0 | 100.0% | 0 | 9.01s | 6,096 | 450 | 1,256 | |
| Grok 4.7 | 10.0 | 10.0 | 100.0% | 0 | 4.79s | 8,535 | 206 | 406 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemma 4 26B A4B | 3.0 | 10.0 | 0.0% | 0 | 180.87s | 191 | 797 | 16,905 | |
| Grok 4.7 | 3.0 | 10.0 | 0.0% | 0 | 123.05s | 789 | 20 | 20,298 |
Quick Compare
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