- Rank
- #228
- Total Output Tokens
- 279,438
- Response Time (avg)
- 34.00s
- Total Cost
- $0.000
Minimax M3.1 Flash — high vs low
low leads on average score with 7.1 vs 6.5. Benchmark cost is effectively tied at $0.000 vs $0.000. low is faster at 14.84s vs 34.00s, with pass rates of 56.5% vs 55.1%.
Compared models
- Rank
- #181
- Total Output Tokens
- 96,782
- Response Time (avg)
- 14.84s
- Total Cost
- $0.000
Recommended model
low
It has the best score here (7.1), while responding about 2.3x faster than Minimax M3.1 Flash (high).
Detailed comparison
| Metric | Minimax M3.1 Flash Minimax M3.1 Flash high Free Available | Minimax M3.1 Flash Minimax M3.1 Flash low Free Available |
|---|---|---|
| Score | 6.5 | 7.1 |
| Rank | #228 | #181 |
| Reliability | 10.0 | 10.0 |
| Consistency | 7.2 | 9.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 56.5% | 55.1% |
| Flaky tests | 8 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 0.000 | 0.000 |
| Total Cost | $0.000 | $0.000 |
| Input Price | $0.000 / 1M | $0.000 / 1M |
| Output Price | $0.000 / 1M | $0.000 / 1M |
| Cache Read Price | N/A | N/A |
| Cache Write Price | N/A | N/A |
| Total Input Tokens | 357,984 | 285,795 |
| Output Tokens | 70,004 | 10,087 |
| Reasoning Tokens | 209,434 | 86,695 |
| Response Time (avg) | 34.00s | 14.84s |
| Response Time (max) | 280.72s | 133.79s |
| Response Time (total) | 781.92s | 341.25s |
| Parameters | - | - |
| 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.
#228 Minimax M3.1 Flash
high- Cost
- $0.000
- Time
- 75.4s
- Tokens
- 9,436 tok
#181 Minimax M3.1 Flash
low- Cost
- $0.000
- Time
- 18.4s
- Tokens
- 3,268 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 | 70.45s | 201,388 | 2,187 | 15,284 | |
| Minimax M3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 51.50s | 149,924 | 1,535 | 7,029 |
| 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 | 6.4 | 7.9 | 58.3% | 1 | 2.71s | 2,838 | 154 | 2,428 | |
| Minimax M3.1 Flash | 6.5 | 10.0 | 50.0% | 0 | 1.76s | 2,838 | 114 | 1,156 |
| Coding | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.6 | 4.7 | 55.6% | 2 | 36.78s | 9,024 | 60,602 | 13,024 | |
| Minimax M3.1 Flash | 5.7 | 9.7 | 33.3% | 0 | 8.98s | 9,024 | 393 | 8,526 |
| Combined | 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 | 34.77s | 124,090 | 6,299 | 25,610 | |
| Minimax M3.1 Flash | 7.2 | 5.8 | 83.3% | 1 | 20.57s | 103,379 | 7,285 | 10,237 |
| 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 | 1.00s | 2,802 | 111 | 224 | |
| Minimax M3.1 Flash | 6.5 | 10.0 | 50.0% | 0 | 806ms | 2,802 | 111 | 222 |
| Domain specific | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.9 | 7.2 | 55.6% | 1 | 134.49s | 2,400 | 17 | 119,910 | |
| Minimax M3.1 Flash | 7.7 | 10.0 | 66.7% | 0 | 53.28s | 2,400 | 18 | 46,584 |
| General Intelligence | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 4.6 | 9.8 | 0.0% | 0 | 5.16s | 1,032 | 88 | 1,122 | |
| Minimax M3.1 Flash | 5.1 | 10.0 | 0.0% | 0 | 3.19s | 1,032 | 90 | 561 |
| Instructions following | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 5.3 | 2.6 | 50.0% | 2 | 1.65s | 1,779 | 60 | 610 | |
| Minimax M3.1 Flash | 6.3 | 10.0 | 50.0% | 0 | 1.60s | 1,779 | 58 | 419 |
| Puzzle Solving | Score | Consistency | Attempt pass rate | Flaky tests | Tests Correct | Response Time (avg) | Input Tokens | Output Tokens | Reasoning Tokens |
|---|---|---|---|---|---|---|---|---|---|
| Minimax M3.1 Flash | 6.0 | 7.1 | 55.6% | 1 | 3.48s | 2,313 | 166 | 2,004 | |
| Minimax M3.1 Flash | 7.7 | 10.0 | 66.7% | 0 | 2.12s | 2,313 | 173 | 963 |
| 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 | 3.38s | 9,565 | 306 | 76 | |
| Minimax M3.1 Flash | 10.0 | 10.0 | 100.0% | 0 | 2.76s | 9,551 | 297 | 62 |
| 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 | 93.01s | 753 | 14 | 29,142 | |
| Minimax M3.1 Flash | 3.0 | 10.0 | 0.0% | 0 | 37.65s | 753 | 13 | 10,936 |
Quick Compare
Switch Comparison Pair
Minimax M3.1 FlashlowFree AvailablevsGLM 5.3 FlashXmediumMinimax M3.1 FlashhighFree AvailablevsQwen3.6 35B A3BmediumClaude Sonnet 5.5mediumvsMinimax M3.1 FlashhighFree AvailableMinimax M3.1 FlashlowFree AvailablevsMiMo-V2.5mediumMinimax M3.1 FlashhighFree AvailablevsBeam 1.0 501B A23BxhighMinimax M3.1 FlashhighFree AvailablevsGLM 5.3lowMinimax M3.1 FlashlowFree AvailablevsQwen3.8 Flash NextxhighKAT-Coder-Pro V2.5lowvsMinimax M3.1 FlashhighFree AvailableMinimax M3.1 FlashhighFree AvailablevsGLM 5.1noneMinimax M3.1 FlashhighFree AvailablevsBeam 1.0 501B A23BmediumMinimax M3.1 FlashhighFree AvailablevsGrok 4.3mediumMinimax M3.1 FlashlowFree AvailablevsGPT-5.2 Chatdefault