MiniMax M2.7 vs MiniMax M3
Change modelsMiniMax M2.7MiniMax
MiniMax M3MiniMax
IndexAll categories, out of 100.
51.2 ±4.5
55.7 ±2.9 best
GapIndex points below the top.
−4.5 · no clear gap
Top
CoverageIndex weight that has results.
85%
95% best
SpeedOutput tokens per second.
35/s
79/s best
EloLMArena rating and rank.
1405
1428 best
ReleasedMonth of release.
2026-03
2026-06
Input / 1MUS dollars per 1M input tokens.
$0.21 best
$0.30
Output / 1MUS dollars per 1M output tokens.
$0.84 best
$1.20
Batch output / 1MBatch price per 1M output tokens.
—
$0.88
1K chats2K tokens in, 500 out, each.
$0.84 best
$1.20
1K documents20K tokens in, 1K out, each.
$5.04 best
$7.20
1K agent tasks200K tokens in, 20K out, each.
$58.80 best
$84.00
ContextMaximum tokens in one request.
197K
1.05M best
AgenticMulti-step tasks with tools.
52.0
57.4 best
CodingCode writing and repair.
52.3
57.7 best
ReasoningLogic problems and puzzles.
49.5
50.5 best
MultimodalTasks with images and text.
—
56.5
KnowledgeFacts and expert knowledge.
50.2
61.0 best
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
59.8 best
54.7
MathMath problems.
47.7 best
41.6
Benchmarks
29 sharedOnly MiniMax M2.7: 24Only MiniMax M3: 55
MiniMax M2.7
MiniMax M3