- Rank
- #243
- Total Output Tokens
- 165,306
- Response Time (avg)
- 21.71s
- Total Cost
- $0.000
Minimax M3.1 Flash (xhigh) vs MiMo-V2.5-Pro (medium)
The average score is effectively tied at 6.4 vs 6.4. Minimax M3.1 Flash (xhigh) has the lower benchmark cost at $0.000 vs $0.332. Minimax M3.1 Flash (xhigh) is faster at 21.71s vs 56.72s, with pass rates of 56.5% vs 63.8%.
Compared models
- Rank
- #248
- Total Output Tokens
- 223,971
- Response Time (avg)
- 56.72s
- Total Cost
- $0.332
Recommended model
MiMo-V2.5-Pro (medium)
It has the strongest score in this comparison (6.4) and the best overall balance of cost and response time across 2 models.
Detailed comparison
| Metric | Minimax M3.1 Flash Minimax M3.1 Flash xhigh Free Available | MiMo-V2.5-Pro MiMo-V2.5-Pro medium |
|---|---|---|
| Score | 6.4 | 6.4 |
| Rank | #243 | #248 |
| Reliability | 10.0 | 10.0 |
| Consistency | 8.3 | 7.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 56.5% | 63.8% |
| Flaky tests | 5 | 7 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 4.559 |
| Total Cost | $0.000 | $0.332 |
| Input Price | $0.000 / 1M | $0.435 / 1M |
| Output Price | $0.000 / 1M | $0.870 / 1M |
| Cache Read Price | N/A | $0.004 / 1M |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 318,768 | 253,462 |
| Output Tokens | 9,865 | 40,269 |
| Reasoning Tokens | 155,441 | 185,716 |
| Response Time (avg) | 21.71s | 56.72s |
| Response Time (max) | 87.61s | 333.34s |
| Response Time (total) | 499.37s | 1304.54s |
| Parameters | - | 1.02T total (42B 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.
#243 Minimax M3.1 Flash
xhigh- Cost
- $0.000
- Time
- 91.1s
- Tokens
- 11,588 tok
#248 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
Category Breakdown
| Agentic | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.1 | 3.1 | 66.7% | 1 | 87.61s | 175,534 | 1,687 | 24,903 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.5 | 10.0 | 50.0% | 0 | 2.91s | 2,838 | 161 | 2,461 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.0 | 4.6 | 66.7% | 2 | 20.38s | 9,024 | 346 | 19,926 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 7.3 | 5.8 | 83.3% | 1 | 34.36s | 110,684 | 6,847 | 28,992 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.5 | 10.0 | 50.0% | 0 | 949ms | 2,802 | 111 | 332 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 7.7 | 10.0 | 66.7% | 0 | 50.99s | 2,400 | 19 | 44,568 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.0 | 10.0 | 0.0% | 0 | 6.26s | 1,032 | 88 | 1,391 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 4.9 | 6.9 | 33.3% | 1 | 1.72s | 1,779 | 59 | 703 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 7.8 | 9.9 | 66.7% | 0 | 10.22s | 2,313 | 227 | 8,704 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.78s | 9,609 | 308 | 120 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 72.27s | 753 | 12 | 23,341 | |
| MiMo-V2.5-Pro | 3.0 | 10.0 | 0.0% | 0 | 12.46s | 210 | 1,941 | 2,014 |
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