Claude Opus 4.5 Thinking vs MiniMax M3

Change models
MiniMax M3MiniMax
IndexAll categories, out of 100.
56.3 ±4.2 best
55.7 ±2.9
GapIndex points below the top.
Top
−0.6 · no clear gap
CoverageIndex weight that has results.
95%
95%
SpeedOutput tokens per second.
—
79/s
EloLMArena rating and rank.
—
1428
ReleasedMonth of release.
2025-11
2026-06
Input / 1MUS dollars per 1M input tokens.
—
$0.30
Output / 1MUS dollars per 1M output tokens.
—
$1.20
Batch output / 1MBatch price per 1M output tokens.
—
$0.88
1K chats2K tokens in, 500 out, each.
—
$1.20
1K documents20K tokens in, 1K out, each.
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$7.20
1K agent tasks200K tokens in, 20K out, each.
—
$84.00
ContextMaximum tokens in one request.
200K
1.05M best
AgenticMulti-step tasks with tools.
59.7 best
57.4
CodingCode writing and repair.
54.4
57.7 best
ReasoningLogic problems and puzzles.
54.2 best
50.5
MultimodalTasks with images and text.
57.3 best
56.5
KnowledgeFacts and expert knowledge.
59.0
61.0 best
MultilingualTasks in many languages.
—
—
InstructionTasks with strict prompt rules.
43.2
54.7 best
MathMath problems.
57.2 best
41.6

Benchmarks

21 shared
Only Claude Opus 4.5 Thinking: 16Only MiniMax M3: 63
Claude Opus 4.5 Thinking
MiniMax M3
30.1%79 / 222
39.0% best52 / 222
77.3%77 / 217
83.0% best18 / 217
4.6% best87 / 214
3.7%93 / 214
86.6%63 / 199
92.9% best13 / 199
46.6% best32 / 164
44.9%38 / 164
84.6%31 / 149
85.4% best21 / 149
89.5% best43 / 149
88.9%45 / 149
58.0%65 / 146
82.9% best1 / 146
TaxEval v2Finance
74.9% best26 / 143
72.7%58 / 143
83.7% best46 / 142
82.2%53 / 142
85.9%44 / 135
92.7% best14 / 135
MMLU ProKnowledge
87.3% best29 / 135
84.2%64 / 135
CorpFin v2Finance
65.1%32 / 131
68.1% best11 / 131
20.6%89 / 123
47.6% best72 / 123
74.0%61 / 113
78.6% best33 / 113
MedScribeHealthcare
85.3%29 / 109
87.3% best18 / 109
MedCodeHealthcare
49.2% best25 / 106
46.3%37 / 106
67.7%22 / 97
68.4% best16 / 97
MMMU ProMultimodal
82.9% best36 / 92
81.2%41 / 92
SWE-benchCoding
76.4% best37 / 87
75.0%44 / 87