- Rank
- #280
- Total Output Tokens
- 15,760
- Response Time (avg)
- 3.60s
- Total Cost
- $0.090
Gemini 3.1 Flash Lite Preview vs MiniMax M2.5 (medium)
Gemini 3.1 Flash Lite Preview leads on average score with 6.2 vs 4.3. Gemini 3.1 Flash Lite Preview has the lower benchmark cost at $0.090 vs $0.440. Gemini 3.1 Flash Lite Preview is faster at 3.60s vs 102.32s, with pass rates of 55.1% vs 42.0%.
Compared models
- Rank
- #402
- Total Output Tokens
- 284,991
- Response Time (avg)
- 102.32s
- Total Cost
- $0.440
Recommended model
Gemini 3.1 Flash Lite Preview
It has the best score here (6.2), while costing about 4.9x less than MiniMax M2.5 (medium).
Detailed comparison
| Metric | Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none | MiniMax M2.5 MiniMax M2.5 medium |
|---|---|---|
| Score | 6.2 | 4.3 |
| Rank | #280 | #402 |
| Reliability | 10.0 | 9.3 |
| Consistency | 9.7 | 6.8 |
| Attempts | 69/69 | 69/69 |
| Tests Correct | ||
| Attempt pass rate | 55.1% | 42.0% |
| Flaky tests | 1 | 9 |
| Total Runs | 69 | 69 |
| Cost per result | 0.743 | 7.104 |
| Total Cost | $0.090 | $0.440 |
| Input Price | $0.250 / 1M | $0.270 / 1M |
| Output Price | $1.500 / 1M | $1.080 / 1M |
| Cache Read Price | $0.025 / 1M | $0.027 / 1M |
| Cache Write Price | $0.084 / 1M | N/A |
| Total Input Tokens | 261,962 | 188,239 |
| Output Tokens | 12,799 | 27,822 |
| Reasoning Tokens | 2,961 | 262,674 |
| Response Time (avg) | 3.60s | 102.32s |
| Response Time (max) | 48.59s | 600.81s |
| Response Time (total) | 82.91s | 1637.05s |
| Parameters | ~150B total (~10B active) | 230B total (10B active) |
| Availability | Closed | Weights available |
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.
#280 Gemini 3.1 Flash Lite Preview
none- Cost
- $0.003
- Time
- 4.7s
- Tokens
- 1,827 tok
#402 MiniMax M2.5
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 |
|---|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Flash Lite Preview | 5.0 | 10.0 | 0.0% | 0 | 48.59s | 141,007 | 1,599 | 0 | |
| MiniMax M2.5 | 3.0 | 10.0 | 0.0% | 0 | 600.81s | 45,618 | 7,413 | 10,854 |
| 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 | 7.5 | 8.4 | 66.7% | 1 | 1.04s | 504 | 542 | 550 | |
| MiniMax M2.5 | 7.9 | 6.3 | 83.3% | 2 | 20.82s | 612 | 286 | 45,344 |
| 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 | 967ms | 8,128 | 670 | 0 | |
| MiniMax M2.5 | 3.4 | 9.1 | 0.0% | 0 | 188.58s | 6,076 | 357 | 106,177 |
| 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 | 6.23s | 96,386 | 9,084 | 0 | |
| MiniMax M2.5 | 3.7 | 1.8 | 50.0% | 2 | 83.19s | 119,959 | 16,687 | 18,834 |
| 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 | 1.22s | 7,550 | 279 | 120 | |
| MiniMax M2.5 | 4.6 | 1.7 | 66.7% | 2 | 7.48s | 6,584 | 266 | 3,835 |
| 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 | 811ms | 654 | 18 | 419 | |
| MiniMax M2.5 | 2.9 | 7.2 | 11.1% | 1 | 158.88s | 368 | 14 | 45,372 |
| 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 | 741ms | 488 | 69 | 0 | |
| MiniMax M2.5 | 3.8 | 2.5 | 33.3% | 1 | 6.63s | 492 | 25 | 1,686 |
| 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 | 1.13s | 623 | 72 | 502 | |
| MiniMax M2.5 | 7.5 | 10.0 | 50.0% | 0 | 621ms | 699 | 156 | 1,495 |
| 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 | 900ms | 570 | 221 | 824 | |
| MiniMax M2.5 | 5.3 | 7.2 | 44.4% | 1 | 11.21s | 495 | 1,069 | 9,605 |
| 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 | 3.39s | 5,894 | 236 | 546 | |
| MiniMax M2.5 | 10.0 | 10.0 | 100.0% | 0 | 15.35s | 7,123 | 269 | 937 |
| 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 | 814ms | 158 | 9 | 0 | |
| MiniMax M2.5 | 3.0 | 10.0 | 0.0% | 0 | 80.79s | 213 | 1,280 | 18,535 |
Quick Compare
Switch Comparison Pair
Claude Fable 5.1lowvsGemini 3.1 Flash Lite PreviewnoneGemini 3.1 Flash Lite PreviewnonevsKAT-Coder-Pro V2.5mediumGemini 3.1 Flash Lite PreviewnonevsSpace Bunny AlphaxhighMercury 2nonevsMiniMax M2.5mediumGemini 3.1 Flash Lite PreviewnonevsGrok 4.20mediumGemini 3.1 Flash Lite PreviewnonevsBeam 1.0 501B A23BhighTrinity Large ThinkingmediumvsGemini 3.1 Flash Lite PreviewnoneTrinity Large ThinkinglowvsGemini 3.1 Flash Lite PreviewnoneDeepSeek V3.2mediumvsGemini 3.1 Flash Lite PreviewnoneApodex 1.1 MinilowFree AvailablevsGemini 3.1 Flash Lite PreviewnoneGemini 3.1 Flash Lite PreviewnonevsSpace Bunny AlphamediumGemini 3.1 Flash Lite PreviewnonevsStep 5 Previewmedium