Gemini 3.1 Flash Lite
VS
MiniMax M3
Gemini 3.1 Flash Lite vs MiniMax M3: which wins at real work?
22 task areas · same graded test runs · rank comparison only, so 0–100 and Elo collections never mix raw scores.
MiniMax M3 wins 13 of 22 task areas we tested; Gemini 3.1 Flash Lite takes 9. MiniMax M3 costs 1.2× less per token ($1.5 vs $1.75 per 1M).
MiniMax M3 costs 1.2× less per token ($1.5 vs $1.75 per 1M).
Task by task
| Task area | Gemini 3.1 Flash Lite | MiniMax M3 | Winner |
|---|---|---|---|
| Summarization & Meeting Notes |
#13
/ 110
Excellent
|
#79
/ 110
Excellent
|
Gemini 3.1 Flash Lite |
| Sales |
#67
/ 110
Usable
|
#2
/ 110
Strong
|
MiniMax M3 |
| Executive Assistant |
#101
/ 112
Usable
|
#39
/ 112
Strong
|
MiniMax M3 |
| Legal & HR |
#86
/ 110
Strong
|
#34
/ 110
Excellent
|
MiniMax M3 |
| Presentations & Decks |
#80
/ 110
Strong
|
#29
/ 110
Excellent
|
MiniMax M3 |
| Data & Analytics |
#44
/ 110
Excellent
|
#1
/ 110
Excellent
|
MiniMax M3 |
| Landing Pages |
#43
/ 72
Strong
|
#2
/ 72
Strong
|
MiniMax M3 |
| Knowledge & Docs |
#33
/ 110
Strong
|
#67
/ 110
Usable
|
Gemini 3.1 Flash Lite |
| Investor & Pitch |
#44
/ 66
Usable
|
#12
/ 66
Strong
|
MiniMax M3 |
| Creative & Comedy | #85 / 110 | #55 / 110 | MiniMax M3 |
| Customer Support |
#54
/ 113
Strong
|
#83
/ 113
Usable
|
Gemini 3.1 Flash Lite |
| Structured Output |
#36
/ 113
Excellent
|
#65
/ 113
Strong
|
Gemini 3.1 Flash Lite |
| AI Strategy |
#54
/ 126
Strong
|
#27
/ 126
Strong
|
MiniMax M3 |
| Product & Project Management |
#29
/ 110
Excellent
|
#3
/ 110
Excellent
|
MiniMax M3 |
| Research & Competitive Analysis |
#56
/ 110
Usable
|
#33
/ 110
Strong
|
MiniMax M3 |
| Translation & Localization |
#39
/ 110
Excellent
|
#55
/ 110
Excellent
|
Gemini 3.1 Flash Lite |
| Content & Brand |
#43
/ 124
Strong
|
#28
/ 124
Strong
|
MiniMax M3 |
| RAG, Safety & Grounding |
#58
/ 113
Excellent
|
#72
/ 113
Excellent
|
Gemini 3.1 Flash Lite |
| Frontend & Landing Pages |
#10
/ 109
Usable
|
#20
/ 109
Needs editing
|
Gemini 3.1 Flash Lite |
| Coding |
#58
/ 115
Strong
|
#49
/ 115
Strong
|
MiniMax M3 |
| Training & Education |
#33
/ 110
Excellent
|
#42
/ 110
Excellent
|
Gemini 3.1 Flash Lite |
| Chef / Home Cooking |
#70
/ 126
Usable
|
#74
/ 126
Usable
|
Gemini 3.1 Flash Lite |
Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.
Frequently asked
Is Gemini 3.1 Flash Lite better than MiniMax M3?
Across 22 task areas we benchmarked, MiniMax M3 ranks higher in 13 and Gemini 3.1 Flash Lite in 9.
Which is cheaper, Gemini 3.1 Flash Lite or MiniMax M3?
MiniMax M3 costs 1.2× less per token ($1.5 vs $1.75 per 1M).
What is Gemini 3.1 Flash Lite better at?
Gemini 3.1 Flash Lite out-ranks MiniMax M3 at Summarization & Meeting Notes, Knowledge & Docs, Customer Support.
What is MiniMax M3 better at?
MiniMax M3 out-ranks Gemini 3.1 Flash Lite at Sales, Executive Assistant, Legal & HR.
More comparisons
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Prompt × model results
12 test cases · 3 evals