Model comparison

Amazon Nova Experimental Chat 26 01 10 vs MiniMax-M3

Amazon Nova Experimental Chat 26 01 10 and MiniMax-M3 score almost the same on the Noometry Index (42.8 vs 43.8), so choose on price, context window or the category you care about most.

Last verified . 13 shared benchmarks.

MiniMax-M3 MiniMax

43.8

Rank #85 Confirmed

Summary

  • They share 13 benchmarks with published results for both. Amazon Nova Experimental Chat 26 01 10 scores higher in 1 category and MiniMax-M3 in 7 categories; 7 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where MiniMax-M3 leads 58.4 to 40.3.
  • MiniMax-M3 has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Experimental Chat 26 01 10 and MiniMax-M3 specifications
Amazon Nova Experimental Chat 26 01 10MiniMax-M3
ProviderAmazonMiniMax
Noometry Index42.843.8
Released—2026-06-01
WeightsProprietaryOpen
Context window—1M
Max output—512K
Input $ / M tokens—$0.30
Output $ / M tokens—$1.20
Results tracked1341

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Category by category

Coding Too close to call

Amazon Nova Experimental Chat 26 01 10: 42.7 (#96), MiniMax-M3: 41.8 (#118)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Coding14471469
FrontierCode—14.7%
LMArena WebDev—1482
SciCode—47.1%
ALE-Bench—640.02

Agentic & Tool Use Not comparable

Amazon Nova Experimental Chat 26 01 10: —, MiniMax-M3: 22.6 (#130)

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
APEX-Agents—37.7%
OSWorld 2.0—4.6%
GBAEval—0.9%
Vending-Bench 2—2,158

Reasoning MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 28.9 (#98), MiniMax-M3: 30.1 (#87)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Hard Prompts14151447
SimpleBench—45.8%
NYT Connections (extended)—65.1%
CritPt—3.7%
Chess Puzzles—14%
Mystery Game Puzzles—8%
DTBench—78.9%
LMCA—33.7%
Surface Evolver Bench—55%
Epoch Capabilities Index—146.95
ForecastBench—61.4

Math MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 38.5 (#136), MiniMax-M3: 40.0 (#95)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Math14041429
OTIS Mock AIME 2024-2025—71.1%
ProofBench—18%

Knowledge MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 40.3 (#120), MiniMax-M3: 58.4 (#35)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Expert14441461
GPQA Diamond—90.9%

Multimodal Not comparable

Amazon Nova Experimental Chat 26 01 10: —, MiniMax-M3: 40.2 (#51)

Multimodal benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Vision—1253
LMArena Document—1435

Multilingual MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 50.2 (#126), MiniMax-M3: 53.0 (#75)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Non-English13811420
LMArena Chinese13721463
LMArena Russian13911428
LMArena Spanish13901432
LMArena French—1447
LMArena German—1426
LMArena Japanese—1381
LMArena Korean—1372

Instruction Following MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 72.9 (#126), MiniMax-M3: 75.5 (#62)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Instruction Following13811433

Long Context MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 42.7 (#119), MiniMax-M3: 44.2 (#72)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Longer Query14001445

Writing & Preference MiniMax-M3 leads

Amazon Nova Experimental Chat 26 01 10: 57.4 (#129), MiniMax-M3: 62.1 (#83)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 26 01 10MiniMax-M3
LMArena Text13961433
LMArena Creative Writing13311404
LMArena Multi-Turn13801442
EQ-Bench 4—1150

Frequently asked questions

Is Amazon Nova Experimental Chat 26 01 10 better than MiniMax-M3?

Amazon Nova Experimental Chat 26 01 10 and MiniMax-M3 score almost the same on the Noometry Index (42.8 vs 43.8), so choose on price, context window or the category you care about most.

Is Amazon Nova Experimental Chat 26 01 10 or MiniMax-M3 better for coding?

They score almost the same on coding (42.7 vs 41.8); test both on your own repository before choosing.

How many benchmarks do Amazon Nova Experimental Chat 26 01 10 and MiniMax-M3 share?

13 benchmarks have published results for both models. Amazon Nova Experimental Chat 26 01 10 has 13 scored results on Noometry and MiniMax-M3 has 41.

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