- Rank
- #377
- Total Output Tokens
- 18,795
- Response Time (avg)
- 91.72s
- Total Cost
- $0.064
Command A+ (medium) vs GPT-6 Luna Decisions (default)
Command A+ (medium) leads on average score with 3.4 vs 2.4. GPT-6 Luna Decisions (default) has the lower benchmark cost at $0.005 vs $0.064. GPT-6 Luna Decisions (default) is faster at 495ms vs 91.72s, with pass rates of 0.0% vs 13.0%.
Compared models
- Rank
- #390
- Total Output Tokens
- 0
- Response Time (avg)
- 495ms
- Total Cost
- $0.005
Recommended model
Command A+ (medium)
It has the strongest score in this comparison (3.4) and the best overall balance of cost and response time across all 2 models.
Detailed comparison
| Metric | Command A+ Command A+ medium | GPT-6 Luna Decisions GPT-6 Luna Decisions default |
|---|---|---|
| Score | 3.4 | 2.4 |
| Rank | #377 | #390 |
| Reliability | 3.5 | 10.0 |
| Consistency | 10.0 | 5.2 |
| Attempts | 69/69 | 36/69 |
| Tests Correct | ||
| Attempt pass rate | 0.0% | 13.0% |
| Flaky tests | 0 | 0 |
| Total Runs | 69 | 36 |
| Cost per result | 0.000 | 0.159 |
| Total Cost | $0.064 | $0.005 |
| Input Price | $0.300 / 1M | $0.100 / 1M |
| Output Price | $1.500 / 1M | $0.000 / 1M |
| Cache Read Price | $0.150 / 1M | $0.000 / 1M |
| Cache Write Price | N/A | $0.000 / 1M |
| Total Input Tokens | 118,771 | 47,583 |
| Output Tokens | 4,127 | 0 |
| Reasoning Tokens | 14,668 | 0 |
| Response Time (avg) | 91.72s | 495ms |
| Response Time (max) | 112.76s | 842ms |
| Response Time (total) | 2109.54s | 5.94s |
| Parameters | 218B total (25B active) | ~400B total (~17B 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.
#377 Command A+
medium
Provider returned error
- Cost
- $0.000
- Time
- 0.2s
- Tokens
- 0 tok
#390 GPT-6 Luna Decisions
default
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 |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 5.0 | 10.0 | 0.0% | 0 | 112.76s | 118,771 | 4,127 | 14,668 | |
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 94.10s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 2.3 | 7.5 | 0.0% | 0 | 436ms | 6,279 | 0 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 93.13s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 2.5 | 6.7 | 0.0% | 0 | 447ms | 22,197 | 0 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 89.35s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 92.87s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 10.0 | 10.0 | 100.0% | 0 | 411ms | 10,998 | 0 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 77.87s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 5.3 | 10.0 | 33.3% | 0 | 554ms | 3,063 | 0 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 80.14s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 103.03s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 1.5 | 5.0 | 0.0% | 0 | 842ms | 4,440 | 0 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 92.07s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 1.7 | 3.3 | 0.0% | 0 | 414ms | 606 | 0 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 78.42s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Command A+ | 3.0 | 10.0 | 0.0% | 0 | 102.12s | 0 | 0 | 0 | |
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 |
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