Gemini 3.1 Flash Lite vs MiniMax M2.7: 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.
Gemini 3.1 Flash Lite wins 20 of 22 task areas we tested; MiniMax M2.7 takes 2. MiniMax M2.7 costs 1.9× less per token ($0.9 vs $1.75 per 1M).
MiniMax M2.7 costs 1.9× less per token ($0.9 vs $1.75 per 1M).
Task by task
| Task area | Gemini 3.1 Flash Lite | MiniMax M2.7 | Winner |
|---|---|---|---|
| Summarization & Meeting Notes |
#13
/ 110
Excellent
|
#104
/ 110
Strong
|
Gemini 3.1 Flash Lite |
| Frontend & Landing Pages |
#10
/ 109
Usable
|
#89
/ 109
Weak
|
Gemini 3.1 Flash Lite |
| Knowledge & Docs |
#33
/ 110
Strong
|
#108
/ 110
Weak
|
Gemini 3.1 Flash Lite |
| Training & Education |
#33
/ 110
Excellent
|
#106
/ 110
Usable
|
Gemini 3.1 Flash Lite |
| AI Strategy |
#54
/ 126
Strong
|
#119
/ 126
Usable
|
Gemini 3.1 Flash Lite |
| Chef / Home Cooking |
#70
/ 126
Usable
|
#124
/ 126
Weak
|
Gemini 3.1 Flash Lite |
| Customer Support |
#54
/ 113
Strong
|
#108
/ 113
Needs editing
|
Gemini 3.1 Flash Lite |
| Content & Brand |
#43
/ 124
Strong
|
#96
/ 124
Usable
|
Gemini 3.1 Flash Lite |
| Data & Analytics |
#44
/ 110
Excellent
|
#92
/ 110
Excellent
|
Gemini 3.1 Flash Lite |
| Coding |
#58
/ 115
Strong
|
#105
/ 115
Usable
|
Gemini 3.1 Flash Lite |
| Translation & Localization |
#39
/ 110
Excellent
|
#82
/ 110
Excellent
|
Gemini 3.1 Flash Lite |
| Sales |
#67
/ 110
Usable
|
#108
/ 110
Weak
|
Gemini 3.1 Flash Lite |
| Research & Competitive Analysis |
#56
/ 110
Usable
|
#96
/ 110
Needs editing
|
Gemini 3.1 Flash Lite |
| RAG, Safety & Grounding |
#58
/ 113
Excellent
|
#94
/ 113
Strong
|
Gemini 3.1 Flash Lite |
| Product & Project Management |
#29
/ 110
Excellent
|
#64
/ 110
Strong
|
Gemini 3.1 Flash Lite |
| Landing Pages |
#43
/ 72
Strong
|
#68
/ 72
Needs editing
|
Gemini 3.1 Flash Lite |
| Creative & Comedy | #85 / 110 | #108 / 110 | Gemini 3.1 Flash Lite |
| Investor & Pitch |
#44
/ 66
Usable
|
#66
/ 66
Weak
|
Gemini 3.1 Flash Lite |
| Executive Assistant |
#101
/ 112
Usable
|
#107
/ 112
Usable
|
Gemini 3.1 Flash Lite |
| Legal & HR |
#86
/ 110
Strong
|
#81
/ 110
Strong
|
MiniMax M2.7 |
| Presentations & Decks |
#80
/ 110
Strong
|
#83
/ 110
Strong
|
Gemini 3.1 Flash Lite |
| Structured Output |
#36
/ 113
Excellent
|
#33
/ 113
Excellent
|
MiniMax M2.7 |
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 M2.7?
Across 22 task areas we benchmarked, Gemini 3.1 Flash Lite ranks higher in 20 and MiniMax M2.7 in 2.
Which is cheaper, Gemini 3.1 Flash Lite or MiniMax M2.7?
MiniMax M2.7 costs 1.9× less per token ($0.9 vs $1.75 per 1M).
What is Gemini 3.1 Flash Lite better at?
Gemini 3.1 Flash Lite out-ranks MiniMax M2.7 at Summarization & Meeting Notes, Frontend & Landing Pages, Knowledge & Docs.
What is MiniMax M2.7 better at?
MiniMax M2.7 out-ranks Gemini 3.1 Flash Lite at Legal & HR, Structured Output.
More comparisons
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