Model comparison

Amazon Nova Experimental Chat 26 02 10 vs MiniMax-M3

Amazon Nova Experimental Chat 26 02 10 and MiniMax-M3 score almost the same on the Noometry Index (44.5 vs 43.8), so choose on price, context window or the category you care about most.

Last verified . 12 shared benchmarks.

MiniMax-M3 MiniMax

43.8

Rank #85 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Amazon Nova Experimental Chat 26 02 10 scores higher in 3 categories and MiniMax-M3 in 5 categories; 3 gaps are clear of the uncertainty.
  • The widest gap is in knowledge, where MiniMax-M3 leads 58.4 to 42.3.
  • MiniMax-M3 has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Experimental Chat 26 02 10 and MiniMax-M3 specifications
Amazon Nova Experimental Chat 26 02 10MiniMax-M3
ProviderAmazonMiniMax
Noometry Index44.543.8
Released—2026-06-01
WeightsProprietaryOpen
Context window—1M
Max output—512K
Input $ / M tokens—$0.30
Output $ / M tokens—$1.20
Results tracked1241

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 43.9 (#82), MiniMax-M3: 41.8 (#118)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Coding14831469
FrontierCode—14.7%
LMArena WebDev—1482
SciCode—47.1%
ALE-Bench—640.02

Agentic & Tool Use Not comparable

Amazon Nova Experimental Chat 26 02 10: —, MiniMax-M3: 22.6 (#130)

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
APEX-Agents—37.7%
OSWorld 2.0—4.6%
GBAEval—0.9%
Vending-Bench 2—2,158

Reasoning Too close to call

Amazon Nova Experimental Chat 26 02 10: 30.1 (#86), MiniMax-M3: 30.1 (#87)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Hard Prompts14581447
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 Too close to call

Amazon Nova Experimental Chat 26 02 10: 39.3 (#109), MiniMax-M3: 40.0 (#95)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Math14381429
OTIS Mock AIME 2024-2025—71.1%
ProofBench—18%

Knowledge MiniMax-M3 leads

Amazon Nova Experimental Chat 26 02 10: 42.3 (#97), MiniMax-M3: 58.4 (#35)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Expert15061461
GPQA Diamond—90.9%

Multimodal Not comparable

Amazon Nova Experimental Chat 26 02 10: —, MiniMax-M3: 40.2 (#51)

Multimodal benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Vision—1253
LMArena Document—1435

Multilingual Amazon Nova Experimental Chat 26 02 10 leads

Amazon Nova Experimental Chat 26 02 10: 54.0 (#50), MiniMax-M3: 53.0 (#75)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Non-English14341420
LMArena Chinese14631463
LMArena Russian14231428
LMArena French—1447
LMArena German—1426
LMArena Japanese—1381
LMArena Korean—1372
LMArena Spanish—1432

Instruction Following Too close to call

Amazon Nova Experimental Chat 26 02 10: 75.2 (#69), MiniMax-M3: 75.5 (#62)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Instruction Following14271433

Long Context Too close to call

Amazon Nova Experimental Chat 26 02 10: 44.0 (#77), MiniMax-M3: 44.2 (#72)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Longer Query14411445

Writing & Preference Too close to call

Amazon Nova Experimental Chat 26 02 10: 61.8 (#84), MiniMax-M3: 62.1 (#83)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 26 02 10MiniMax-M3
LMArena Text14481433
LMArena Creative Writing13681404
LMArena Multi-Turn14421442
EQ-Bench 4—1150

Frequently asked questions

Is Amazon Nova Experimental Chat 26 02 10 better than MiniMax-M3?

Amazon Nova Experimental Chat 26 02 10 and MiniMax-M3 score almost the same on the Noometry Index (44.5 vs 43.8), so choose on price, context window or the category you care about most.

Is Amazon Nova Experimental Chat 26 02 10 or MiniMax-M3 better for coding?

Amazon Nova Experimental Chat 26 02 10 scores higher on coding benchmarks: 43.9 versus 41.8 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 26 02 10 and MiniMax-M3 share?

12 benchmarks have published results for both models. Amazon Nova Experimental Chat 26 02 10 has 12 scored results on Noometry and MiniMax-M3 has 41.

Related comparisons

Go deeper