- Rank
- #215
- Total Output Tokens
- 438,891
- Response Time (avg)
- 19.04s
- Total Cost
- $0.736
Gemini 3.1 Flash Lite Preview (low) vs MiMo-V2.5-Pro (medium)
MiMo-V2.5-Pro (medium) leads on average score with 6.4 vs 6.3. MiMo-V2.5-Pro (medium) has the lower benchmark cost at $0.502 vs $0.736. Gemini 3.1 Flash Lite Preview (low) is faster at 19.04s vs 56.72s, with pass rates of 60.9% vs 63.8%.
Compared models
- Rank
- #208
- Total Output Tokens
- 225,985
- Response Time (avg)
- 56.72s
- Total Cost
- $0.502
Recommended model
Gemini 3.1 Flash Lite Preview (low)
Its score stays close to the best score here (6.3 vs 6.4), while responding about 3.0x faster than MiMo-V2.5-Pro (medium).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low | MiMo-V2.5-Pro MiMo-V2.5-Pro medium |
|---|---|---|
| Score | 6.3 | 6.4 |
| Rank | #215 | #208 |
| Reliability | 10.0 | 10.0 |
| Consistency | 10.0 | 7.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 63.8% |
| Flaky tests | 0 | 7 |
| Total Runs | 69 | 69 |
| Cost per result | 5.256 | 4.559 |
| Total Cost | $0.736 | $0.502 |
| Input Price | $0.250 / 1M | $0.435 / 1M |
| Output Price | $1.500 / 1M | $0.870 / 1M |
| Total Input Tokens | 309,715 | 253,462 |
| Output Tokens | 16,170 | 40,269 |
| Reasoning Tokens | 422,721 | 185,716 |
| Response Time (avg) | 19.04s | 56.72s |
| Response Time (max) | 309.35s | 333.34s |
| Response Time (total) | 437.98s | 1304.54s |
| Parameters | ~150B total (~10B active) | 1.02T total (42B active) |
| Availability | Closed | Open source |
Model generation showcase
Hamster playing table tennis
Prompt: Create a detailed SVG illustration of a hamster playing table tennis.
#215 Gemini 3.1 Flash Lite Preview
low- Cost
- $0.002
- Time
- 3.7s
- Tokens
- 1,203 tok
#208 MiMo-V2.5-Pro
medium
Reached the allocated time limit (300 seconds) without receiving showcase output.
- Cost
- $0.000
- Time
- 300.0s
- 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 71.29s | 199,519 | 1,453 | 25,259 | |
| MiMo-V2.5-Pro | 4.7 | 1.6 | 66.7% | 1 | 233.51s | 113,570 | 24,700 | 15,819 |
| Anti-AI Tricks | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 8.3 | 10.0 | 75.0% | 0 | 2.12s | 506 | 462 | 1,638 | |
| MiMo-V2.5-Pro | 10.0 | 10.0 | 100.0% | 0 | 3.26s | 621 | 323 | 1,179 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 1.39s | 8,138 | 660 | 1,060 | |
| MiMo-V2.5-Pro | 6.2 | 4.7 | 66.7% | 2 | 92.07s | 6,543 | 780 | 51,218 |
| Combined | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 160.63s | 85,851 | 12,656 | 389,079 | |
| MiMo-V2.5-Pro | 6.9 | 5.9 | 66.7% | 1 | 125.45s | 114,089 | 10,854 | 45,120 |
| Data parsing and extraction | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.00s | 7,455 | 291 | 696 | |
| MiMo-V2.5-Pro | 7.3 | 5.8 | 83.3% | 1 | 18.81s | 7,746 | 260 | 8,383 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 2.10s | 652 | 18 | 1,191 | |
| MiMo-V2.5-Pro | 2.9 | 7.2 | 11.1% | 1 | 146.15s | 639 | 323 | 55,928 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 4.0 | 10.0 | 0.0% | 0 | 1.54s | 490 | 69 | 384 | |
| MiMo-V2.5-Pro | 5.5 | 10.0 | 0.0% | 0 | 4.02s | 492 | 155 | 163 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.49s | 621 | 72 | 753 | |
| MiMo-V2.5-Pro | 9.9 | 10.0 | 100.0% | 0 | 2.77s | 672 | 82 | 803 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.69s | 566 | 243 | 1,248 | |
| MiMo-V2.5-Pro | 6.7 | 7.9 | 55.6% | 1 | 5.31s | 660 | 540 | 2,181 |
| Tool Calling | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 9.54s | 5,757 | 237 | 993 | |
| MiMo-V2.5-Pro | 10.0 | 10.0 | 100.0% | 0 | 16.87s | 8,220 | 311 | 2,908 |
| Trivia | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 1.35s | 160 | 9 | 420 | |
| MiMo-V2.5-Pro | 3.0 | 10.0 | 0.0% | 0 | 12.46s | 210 | 1,941 | 2,014 |
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