- Rank
- #427
- Total Output Tokens
- 0
- Response Time (avg)
- 495ms
- Total Cost
- $0.005
GPT-6 Luna Decisions (default) vs Xing4.0 29b A4b
Xing4.0 29b A4b leads on average score with 3.3 vs 2.4. Xing4.0 29b A4b has the lower benchmark cost at $0.000 vs $0.005. GPT-6 Luna Decisions (default) is faster at 495ms vs 42.72s, with pass rates of 13.0% vs 7.3%.
Compared models
- Rank
- #412
- Total Output Tokens
- 26,540
- Response Time (avg)
- 42.72s
- Total Cost
- $0.000
Recommended model
Xing4.0 29b A4b
It has the strongest score in this comparison (3.3) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | GPT-6 Luna Decisions GPT-6 Luna Decisions default | Xing4.0 29b A4b Xing4.0 29b A4b none Free Available |
|---|---|---|
| Score | 2.4 | 3.3 |
| Rank | #427 | #412 |
| Reliability | 10.0 | 8.8 |
| Consistency | 5.2 | 8.6 |
| Attempts | 36/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 13.0% | 7.3% |
| Flaky tests | 0 | 4 |
| Total Runs | 36 | 69 |
| Cost per result | 0.159 | 0.000 |
| Total Cost | $0.005 | $0.000 |
| Input Price | $0.100 / 1M | $0.000 / 1M |
| Output Price | $0.000 / 1M | $0.000 / 1M |
| Cache Read Price | $0.000 / 1M | N/A |
| Cache Write Price | $0.000 / 1M | N/A |
| Total Input Tokens | 47,583 | 153,665 |
| Output Tokens | 0 | 26,540 |
| Reasoning Tokens | 0 | 0 |
| Response Time (avg) | 495ms | 42.72s |
| Response Time (max) | 842ms | 634.11s |
| Response Time (total) | 5.94s | 982.66s |
| Parameters | ~400B total (~17B active) | 29B total (4B active) |
| Availability | Closed | Open source |
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.
#427 GPT-6 Luna Decisions
default
No showcase result has been generated for this model yet.
- Cost
- N/A
- Time
- -
- Tokens
- 0 tok
#412 Xing4.0 29b A4b
none
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Xing4.0 29b A4b | 3.0 | 10.0 | 0.0% | 0 | 21.61s | 16,506 | 142 | 0 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 2.3 | 7.5 | 0.0% | 0 | 436ms | 6,279 | 0 | 0 | |
| Xing4.0 29b A4b | 3.3 | 9.9 | 0.0% | 0 | 8.37s | 423 | 559 | 0 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 2.5 | 6.7 | 0.0% | 0 | 447ms | 22,197 | 0 | 0 | |
| Xing4.0 29b A4b | 3.6 | 9.7 | 0.0% | 0 | 231.73s | 8,622 | 22,915 | 0 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Xing4.0 29b A4b | 3.0 | 10.0 | 0.0% | 0 | 32.43s | 110,603 | 1,248 | 0 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 10.0 | 10.0 | 100.0% | 0 | 411ms | 10,998 | 0 | 0 | |
| Xing4.0 29b A4b | 2.9 | 5.9 | 16.7% | 1 | 12.34s | 8,385 | 294 | 0 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 5.3 | 10.0 | 33.3% | 0 | 554ms | 3,063 | 0 | 0 | |
| Xing4.0 29b A4b | 3.0 | 10.0 | 0.0% | 0 | 5.73s | 550 | 18 | 0 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Xing4.0 29b A4b | 3.4 | 9.9 | 0.0% | 0 | 15.67s | 522 | 197 | 0 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 1.5 | 5.0 | 0.0% | 0 | 842ms | 4,440 | 0 | 0 | |
| Xing4.0 29b A4b | 4.0 | 6.6 | 16.7% | 1 | 11.74s | 294 | 71 | 0 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 1.7 | 3.3 | 0.0% | 0 | 414ms | 606 | 0 | 0 | |
| Xing4.0 29b A4b | 3.1 | 7.4 | 11.1% | 1 | 16.77s | 609 | 646 | 0 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Xing4.0 29b A4b | 4.7 | 1.6 | 66.7% | 1 | 24.08s | 6,974 | 286 | 0 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| GPT-6 Luna Decisions | 0.0 | 0.0 | 0.0% | 0 | 0ms | 0 | 0 | 0 | |
| Xing4.0 29b A4b | 3.0 | 10.0 | 0.0% | 0 | 12.12s | 177 | 164 | 0 |
Quick Compare
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