Model comparison

Amazon Nova Experimental Chat 12 10 vs Magistral Medium

Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.9 to 35.2 on the Noometry Index.

Last verified . 12 shared benchmarks.

Magistral Medium Mistral AI

35.2

Rank #227 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Amazon Nova Experimental Chat 12 10 scores higher in 8 categories and Magistral Medium in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Amazon Nova Experimental Chat 12 10 leads 29.3 to 8.6.
  • Magistral Medium has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Experimental Chat 12 10 and Magistral Medium specifications
Amazon Nova Experimental Chat 12 10Magistral Medium
ProviderAmazonMistral AI
Noometry Index42.935.2
Released—2025-03-17
WeightsProprietaryOpen
Context window—262K
Max output—16K
Input $ / M tokens—$2
Output $ / M tokens—$5
Results tracked1222

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Category by category

Coding Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 42.2 (#110), Magistral Medium: 39.1 (#161)

Coding benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Coding14301319
SciCode—39.2%

Reasoning Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 29.3 (#94), Magistral Medium: 8.6 (#348)

Reasoning benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Hard Prompts14271267
ARC-AGI-2—0%
Kagi LLM Benchmark—16.2%
ARC-AGI-1—6.1%
CritPt—0.3%

Math Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 38.9 (#124), Magistral Medium: 35.1 (#189)

Math benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Math14191250

Knowledge Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 39.2 (#136), Magistral Medium: 33.5 (#202)

Knowledge benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Expert14081223

Multilingual Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 51.4 (#108), Magistral Medium: 39.6 (#224)

Multilingual benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Non-English13981232
LMArena Chinese14401227
LMArena Russian13951224
LMArena French—1267
LMArena German—1248
LMArena Japanese—1175
LMArena Korean—1125
LMArena Spanish—1271

Instruction Following Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 73.2 (#123), Magistral Medium: 66.0 (#211)

Instruction Following benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Instruction Following13871254

Long Context Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 42.4 (#125), Magistral Medium: 39.3 (#183)

Long Context benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Longer Query13911295

Writing & Preference Amazon Nova Experimental Chat 12 10 leads

Amazon Nova Experimental Chat 12 10: 59.5 (#110), Magistral Medium: 46.3 (#219)

Writing & Preference benchmarks
BenchmarkAmazon Nova Experimental Chat 12 10Magistral Medium
LMArena Text14201255
LMArena Creative Writing13501245
LMArena Multi-Turn14091275

Frequently asked questions

Is Amazon Nova Experimental Chat 12 10 better than Magistral Medium?

Amazon Nova Experimental Chat 12 10 is the stronger model overall, scoring 42.9 to 35.2 on the Noometry Index.

Is Amazon Nova Experimental Chat 12 10 or Magistral Medium better for coding?

Amazon Nova Experimental Chat 12 10 scores higher on coding benchmarks: 42.2 versus 39.1 in the Noometry coding category.

How many benchmarks do Amazon Nova Experimental Chat 12 10 and Magistral Medium share?

12 benchmarks have published results for both models. Amazon Nova Experimental Chat 12 10 has 12 scored results on Noometry and Magistral Medium has 22.

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