- Rank
- #36
- Total Output Tokens
- 513,770
- Response Time (avg)
- 120.04s
- Total Cost
- $6.107
Gemini 4 Carbon (high) vs Muse Wonder (medium)
Gemini 4 Carbon (high) leads on average score with 9.3 vs 9.2. Muse Wonder (medium) has the lower benchmark cost at $3.397 vs $6.107. Muse Wonder (medium) is faster at 21.58s vs 120.04s, with pass rates of 97.1% vs 76.8%.
Compared models
- Rank
- #42
- Total Output Tokens
- 121,546
- Response Time (avg)
- 21.58s
- Total Cost
- $3.397
Recommended model
Muse Wonder (medium)
Its score stays close to the best score here (9.2 vs 9.3), while costing about 1.8x less than Gemini 4 Carbon (high).
Detailed comparison
| Metric | Gemini 4 Carbon Gemini 4 Carbon high | Muse Wonder Muse Wonder medium |
|---|---|---|
| Score | 9.3 | 9.2 |
| Rank | #36 | #42 |
| Reliability | 9.0 | 9.1 |
| Consistency | 9.3 | 9.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 97.1% | 76.8% |
| Flaky tests | 2 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 29.080 | 19.982 |
| Total Cost | $6.107 | $3.397 |
| Input Price | $2.000 / 1M | $4.000 / 1M |
| Output Price | $10.000 / 1M | $20.000 / 1M |
| Cache Read Price | $0.100 / 1M | $0.200 / 1M |
| Cache Write Price | $0.188 / 1M | N/A |
| Total Input Tokens | 484,505 | 241,489 |
| Output Tokens | 6,098 | 11,575 |
| Reasoning Tokens | 507,672 | 109,971 |
| Response Time (avg) | 120.04s | 21.58s |
| Response Time (max) | 443.11s | 162.73s |
| Response Time (total) | 2760.87s | 496.40s |
| Parameters | ~1.2T total (~20B active) | ~1T total (~50B active) |
| Availability | Closed | 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.
#36 Gemini 4 Carbon
high
Reached the allocated time limit (600 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 600.0s
- Tokens
- 0 tok
#42 Muse Wonder
medium- Cost
- $0.208
- Time
- 64.8s
- Tokens
- 10,444 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 242.71s | 228,686 | 1,076 | 30,888 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 46.05s | 148,242 | 2,406 | 2,850 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 11.36s | 918 | 181 | 6,246 | |
| Muse Wonder | 8.3 | 10.0 | 75.0% | 0 | 4.84s | 594 | 378 | 3,874 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 119.00s | 8,448 | 495 | 79,534 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 26.87s | 7,401 | 1,181 | 26,424 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 4.7 | 1.6 | 66.7% | 2 | 399.18s | 205,214 | 3,187 | 143,193 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 28.23s | 66,033 | 4,934 | 17,166 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 21.49s | 8,025 | 336 | 8,927 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 6.12s | 7,053 | 433 | 3,670 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 337.62s | 963 | 48 | 198,683 | |
| Muse Wonder | 5.3 | 10.0 | 33.3% | 0 | 70.72s | 555 | 960 | 42,167 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 22.70s | 591 | 137 | 3,276 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 7.32s | 519 | 147 | 1,123 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 24.45s | 825 | 96 | 8,586 | |
| Muse Wonder | 6.6 | 10.0 | 50.0% | 0 | 3.88s | 523 | 124 | 1,783 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 16.38s | 882 | 226 | 5,881 | |
| Muse Wonder | 7.7 | 10.0 | 66.7% | 0 | 9.63s | 564 | 481 | 4,834 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 97.59s | 29,692 | 292 | 15,637 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 9.26s | 9,780 | 369 | 2,803 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 4 Carbon | 10.0 | 10.0 | 100.0% | 0 | 43.18s | 261 | 24 | 6,821 | |
| Muse Wonder | 4.7 | 1.6 | 66.7% | 1 | 16.33s | 225 | 162 | 3,277 |
Quick Compare
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