- Rank
- #45
- Total Output Tokens
- 219,926
- Response Time (avg)
- 11.92s
- Total Cost
- $0.624
Gemini 3.5 Flash Lite (high) vs Muse Wonder (minimal)
Muse Wonder (minimal) leads on average score with 9.1 vs 9.0. Gemini 3.5 Flash Lite (high) has the lower benchmark cost at $0.624 vs $1.639. Muse Wonder (minimal) is faster at 7.72s vs 11.92s, with pass rates of 84.1% vs 76.8%.
Compared models
- Rank
- #41
- Total Output Tokens
- 34,224
- Response Time (avg)
- 7.72s
- Total Cost
- $1.639
Recommended model
Gemini 3.5 Flash Lite (high)
Its score stays close to the best score here (9.0 vs 9.1), while costing about 2.6x less than Muse Wonder (minimal).
Detailed comparison
| Metric | Gemini 3.5 Flash Lite Gemini 3.5 Flash Lite high | Muse Wonder Muse Wonder minimal |
|---|---|---|
| Score | 9.0 | 9.1 |
| Rank | #45 | #41 |
| Reliability | 10.0 | 9.7 |
| Consistency | 9.3 | 9.3 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 84.1% | 76.8% |
| Flaky tests | 2 | 2 |
| Total Runs | 69 | 69 |
| Cost per result | 3.463 | 9.639 |
| Total Cost | $0.624 | $1.639 |
| Input Price | $0.300 / 1M | $4.000 / 1M |
| Output Price | $2.500 / 1M | $20.000 / 1M |
| Cache Read Price | $0.030 / 1M | $0.200 / 1M |
| Cache Write Price | $0.084 / 1M | N/A |
| Total Input Tokens | 244,529 | 238,532 |
| Output Tokens | 6,784 | 9,812 |
| Reasoning Tokens | 213,142 | 24,412 |
| Response Time (avg) | 11.92s | 7.72s |
| Response Time (max) | 53.09s | 42.89s |
| Response Time (total) | 274.14s | 177.57s |
| Parameters | ~150B total (~10B 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.
#45 Gemini 3.5 Flash Lite
high- Cost
- $0.025
- Time
- 36.8s
- Tokens
- 9,964 tok
#41 Muse Wonder
minimal- Cost
- $0.048
- Time
- 15.1s
- Tokens
- 2,488 tok
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 53.09s | 151,483 | 900 | 14,401 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 42.89s | 136,213 | 2,145 | 1,352 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.96s | 498 | 142 | 7,917 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 2.94s | 786 | 230 | 1,575 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 8.4 | 7.4 | 88.9% | 1 | 16.58s | 8,130 | 434 | 57,369 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 6.86s | 7,401 | 809 | 7,336 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 9.9 | 10.0 | 100.0% | 0 | 27.90s | 68,427 | 4,360 | 52,993 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 16.14s | 74,966 | 4,993 | 4,072 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 3.17s | 7,362 | 279 | 5,636 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 3.31s | 7,053 | 240 | 1,074 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 3.6 | 7.2 | 22.2% | 1 | 23.14s | 656 | 17 | 54,566 | |
| Muse Wonder | 5.3 | 7.2 | 44.4% | 1 | 15.00s | 864 | 476 | 6,965 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 3.10s | 488 | 81 | 2,124 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 2.57s | 519 | 96 | 390 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 9.8 | 10.0 | 100.0% | 0 | 2.16s | 625 | 69 | 3,513 | |
| Muse Wonder | 6.5 | 10.0 | 50.0% | 0 | 1.39s | 408 | 36 | 333 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 2.09s | 572 | 183 | 4,004 | |
| Muse Wonder | 5.3 | 7.2 | 44.4% | 1 | 1.36s | 317 | 92 | 530 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 10.0 | 10.0 | 100.0% | 0 | 4.55s | 6,132 | 310 | 2,955 | |
| Muse Wonder | 10.0 | 10.0 | 100.0% | 0 | 4.86s | 9,780 | 653 | 156 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.5 Flash Lite | 3.0 | 10.0 | 0.0% | 0 | 9.68s | 156 | 9 | 7,664 | |
| Muse Wonder | 3.0 | 10.0 | 0.0% | 0 | 4.17s | 225 | 42 | 629 |
Quick Compare
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