- Rank
- #186
- Total Output Tokens
- 59,534
- Response Time (avg)
- 6.78s
- Total Cost
- $0.158
Gemini 3.1 Flash Lite Preview (medium) vs Minimax M3.1 Flash (low)
Minimax M3.1 Flash (low) leads on average score with 7.1 vs 7.0. Minimax M3.1 Flash (low) has the lower benchmark cost at $0.000 vs $0.158. Gemini 3.1 Flash Lite Preview (medium) is faster at 6.78s vs 14.84s, with pass rates of 60.9% vs 55.1%.
Compared models
- Rank
- #181
- Total Output Tokens
- 96,782
- Response Time (avg)
- 14.84s
- Total Cost
- $0.000
Recommended model
Gemini 3.1 Flash Lite Preview (medium)
Its score stays close to the best score here (7.0 vs 7.1), while responding about 2.2x faster than Minimax M3.1 Flash (low).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview medium | Minimax M3.1 Flash Minimax M3.1 Flash low Free Available |
|---|---|---|
| Score | 7.0 | 7.1 |
| Rank | #186 | #181 |
| Reliability | 10.0 | 10.0 |
| Consistency | 9.9 | 9.6 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 60.9% | 55.1% |
| Flaky tests | 0 | 1 |
| Total Runs | 69 | 69 |
| Cost per result | 1.124 | 0.000 |
| Total Cost | $0.158 | $0.000 |
| Input Price | $0.250 / 1M | $0.000 / 1M |
| Output Price | $1.500 / 1M | $0.000 / 1M |
| Cache Read Price | $0.025 / 1M | N/A |
| Cache Write Price | $0.084 / 1M | N/A |
| Total Input Tokens | 272,221 | 285,795 |
| Output Tokens | 12,345 | 10,087 |
| Reasoning Tokens | 47,189 | 86,695 |
| Response Time (avg) | 6.78s | 14.84s |
| Response Time (max) | 54.91s | 133.79s |
| Response Time (total) | 155.96s | 341.25s |
| Parameters | ~150B total (~10B 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.
#186 Gemini 3.1 Flash Lite Preview
medium- Cost
- $0.003
- Time
- 5.2s
- Tokens
- 1,944 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 54.91s | 154,728 | 1,756 | 0 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 9.1 | 10.0 | 75.0% | 0 | 2.33s | 512 | 570 | 4,305 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.5 | 10.0 | 33.3% | 0 | 4.09s | 8,126 | 461 | 8,597 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.2 | 9.1 | 50.0% | 0 | 16.63s | 93,097 | 8,706 | 16,997 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 2.29s | 7,362 | 279 | 2,952 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.3 | 10.0 | 33.3% | 0 | 4.09s | 652 | 18 | 6,120 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.16s | 488 | 96 | 1,488 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 1.91s | 621 | 72 | 2,121 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 7.7 | 10.0 | 66.7% | 0 | 5.30s | 566 | 141 | 1,896 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 10.0 | 10.0 | 100.0% | 0 | 3.80s | 5,909 | 234 | 912 | |
| 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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 3.0 | 10.0 | 0.0% | 0 | 2.68s | 160 | 12 | 1,801 | |
| 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 FlashlowFree AvailablevsMiMo-V2.5mediumGemini 3.1 Flash Lite PreviewmediumvsGPT-5.2 ChatdefaultEmber-1lowvsGemini 3.1 Flash Lite PreviewmediumMinimax M3.1 FlashlowFree AvailablevsQwen3.8 Flash NextxhighGemini 3.1 Flash Lite PreviewmediumvsStep 5 PreviewhighMinimax M3.1 FlashlowFree AvailablevsGPT-5.2 ChatdefaultGemini 3.1 Flash Lite PreviewmediumvsGrok 4.6lowGemini 3.1 Flash Lite PreviewmediumvsMuse Glimmer 30BlowGemini 3.1 Flash Lite PreviewmediumvsMiMo-V2.6-FlashlowGemini 3.1 Flash Lite PreviewmediumvsMinimax M3.1 FlashmaxFree AvailableMinimax M3.1 FlashlowFree AvailablevsKimi K2.7 Codemedium