- Rank
- #66
- Total Output Tokens
- 73,261
- Response Time (avg)
- 15.01s
- Total Cost
- $1.438
Claude Sonnet 5 (medium) vs Grok 4.6 (high)
The average score is effectively tied at 8.5 vs 8.5. Claude Sonnet 5 (medium) has the lower benchmark cost at $1.438 vs $2.629. Claude Sonnet 5 (medium) is faster at 15.01s vs 87.48s, with pass rates of 76.8% vs 82.6%.
Compared models
- Rank
- #64
- Total Output Tokens
- 312,614
- Response Time (avg)
- 87.48s
- Total Cost
- $2.629
Recommended model
Claude Sonnet 5 (medium)
It has the best score here (8.5), while costing about 1.8x less than Grok 4.6 (high).
Detailed comparison
| Metric | Claude Sonnet 5 Claude Sonnet 5 medium | Grok 4.6 Grok 4.6 high |
|---|---|---|
| Score | 8.5 | 8.5 |
| Rank | #66 | #64 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.1 | 10.0 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 76.8% | 82.6% |
| Flaky tests | 3 | 0 |
| Total Runs | 69 | 69 |
| Cost per result | 8.985 | 13.833 |
| Total Cost | $1.438 | $2.629 |
| Input Price | $2.000 / 1M | $2.000 / 1M |
| Output Price | $10.000 / 1M | $6.000 / 1M |
| Total Input Tokens | 353,658 | 376,233 |
| Output Tokens | 54,891 | 6,687 |
| Reasoning Tokens | 18,370 | 305,927 |
| Response Time (avg) | 15.01s | 87.48s |
| Response Time (max) | 69.26s | 618.49s |
| Response Time (total) | 345.16s | 2012.15s |
| Parameters | ~1T total (~100B active) | ~1.7T total (~170B active) |
| Availability | Closed | Closed |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#66 Claude Sonnet 5
medium- Cost
- $0.007
- Time
- 6.4s
- Tokens
- 832 tok
#64 SpaceXAI: Grok 4.6
high- Cost
- $0.107
- Time
- 265.1s
- Tokens
- 18,001 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 |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 10.0 | 10.0 | 100.0% | 0 | 69.26s | 207,705 | 2,561 | 7,496 | |
| Grok 4.6 | 5.0 | 10.0 | 0.0% | 0 | 160.89s | 268,958 | 1,593 | 28,804 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 10.0 | 10.0 | 100.0% | 0 | 3.80s | 834 | 1,220 | 446 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 14.44s | 2,991 | 79 | 6,805 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 9.0 | 7.9 | 88.9% | 1 | 17.28s | 10,590 | 13,153 | 2,379 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 102.20s | 9,579 | 379 | 51,829 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 7.3 | 6.0 | 83.3% | 1 | 51.86s | 107,934 | 23,169 | 5,371 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 91.77s | 68,548 | 3,931 | 34,529 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 10.0 | 10.0 | 100.0% | 0 | 3.16s | 10,503 | 312 | 0 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 16.08s | 8,937 | 225 | 6,590 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 5.3 | 10.0 | 33.3% | 0 | 20.54s | 972 | 12,137 | 1,994 | |
| Grok 4.6 | 5.3 | 10.0 | 33.3% | 0 | 369.95s | 2,523 | 14 | 154,471 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 4.8 | 3.2 | 33.3% | 1 | 4.32s | 708 | 264 | 0 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 19.51s | 1,077 | 56 | 2,448 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 9.9 | 10.0 | 100.0% | 0 | 3.10s | 909 | 318 | 269 | |
| Grok 4.6 | 9.8 | 10.0 | 100.0% | 0 | 13.82s | 1,857 | 57 | 4,318 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 7.7 | 10.0 | 66.7% | 0 | 2.98s | 894 | 407 | 121 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 15.56s | 2,430 | 122 | 5,706 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 10.0 | 10.0 | 100.0% | 0 | 10.70s | 12,351 | 433 | 90 | |
| Grok 4.6 | 10.0 | 10.0 | 100.0% | 0 | 13.30s | 8,544 | 216 | 1,505 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Claude Sonnet 5 | 3.0 | 10.0 | 0.0% | 0 | 7.06s | 258 | 917 | 204 | |
| Grok 4.6 | 3.0 | 10.0 | 0.0% | 0 | 54.22s | 789 | 15 | 8,922 |
Quick Compare
Switch Comparison Pair
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