Model comparison

Amazon Nova Lite vs Mistral Large 4

Mistral Large 4 is the stronger model overall, scoring 43.1 to 31.9 on the Noometry Index. Amazon Nova Lite costs 9.8× less per token, which makes it the better buy when Mistral Large 4's lead doesn't matter for your workload.

Last verified . 12 shared benchmarks.

Amazon Nova Lite Amazon

31.9

Rank #265 Confirmed

Mistral Large 4 Mistral AI

43.1

Rank #99 Confirmed

Summary

  • They share 12 benchmarks with published results for both. Amazon Nova Lite scores higher in 0 categories and Mistral Large 4 in 8 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Mistral Large 4 leads 60.4 to 42.1.
  • Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $0.68 / $2.09 for Mistral Large 4.
  • Mistral Large 4 accepts more context: 1.05M tokens versus 300K.

Side by side

Amazon Nova Lite and Mistral Large 4 specifications
Amazon Nova LiteMistral Large 4
ProviderAmazonMistral AI
Noometry Index31.943.1
Released2024-12-032026-10-06
WeightsProprietaryProprietary
Context window300K1.05M
Max output10K262K
Input $ / M tokens$0.06$0.68
Output $ / M tokens$0.24$2.09
Results tracked3415

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Category by category

Coding Mistral Large 4 leads

Amazon Nova Lite: 32.5 (#270), Mistral Large 4: 48.6 (#57)

Coding benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Coding12391475
LMArena WebDev—1541
LiveBench Coding27.5%—
ALE-Bench236.25—

Reasoning Mistral Large 4 leads

Amazon Nova Lite: 19.3 (#260), Mistral Large 4: 22.5 (#192)

Reasoning benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Hard Prompts12201444
NYT Connections (extended)—27.4%
LiveBench Reasoning36.7%—
LiveBench Data Analysis37.2%—
LiveBench36.4%—

Math Mistral Large 4 leads

Amazon Nova Lite: 27.8 (#247), Mistral Large 4: 40.4 (#91)

Math benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Math12271488
Omni-MATH23.3%—
LiveBench Math36.7%—

Knowledge Mistral Large 4 leads

Amazon Nova Lite: 26.3 (#259), Mistral Large 4: 36.6 (#166)

Knowledge benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Expert12011447
Humanity's Last Exam3.6%—
SimpleQA Verified—20%
MMLU-Pro60%—
Vectara Hallucination Rate6.1%—
GPQA (HELM)39.7%—
MMLU77%—

Multimodal Not comparable

Amazon Nova Lite: 25.5 (#123), Mistral Large 4: —

Multimodal benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Vision990—

Multilingual Mistral Large 4 leads

Amazon Nova Lite: 38.0 (#232), Mistral Large 4: 52.6 (#82)

Multilingual benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Non-English12081415
LMArena Chinese12251491
LMArena Russian12161414
LMArena French1237—
LMArena German1229—
LMArena Japanese1153—
LMArena Korean1153—
LMArena Spanish1226—

Instruction Following Mistral Large 4 leads

Amazon Nova Lite: 59.3 (#255), Mistral Large 4: 75.0 (#76)

Instruction Following benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Instruction Following12051424
LiveBench Instruction Following54.1%—
IFEval77.6%—

Long Context Mistral Large 4 leads

Amazon Nova Lite: 37.4 (#217), Mistral Large 4: 43.6 (#89)

Long Context benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Longer Query12341429

Writing & Preference Mistral Large 4 leads

Amazon Nova Lite: 42.1 (#237), Mistral Large 4: 60.4 (#97)

Writing & Preference benchmarks
BenchmarkAmazon Nova LiteMistral Large 4
LMArena Text12291427
LMArena Creative Writing11971361
LMArena Multi-Turn11991424
WildBench75%—
LiveBench Language25.9%—

Frequently asked questions

Is Amazon Nova Lite better than Mistral Large 4?

Mistral Large 4 is the stronger model overall, scoring 43.1 to 31.9 on the Noometry Index. Amazon Nova Lite costs 9.8× less per token, which makes it the better buy when Mistral Large 4's lead doesn't matter for your workload.

Which is cheaper, Amazon Nova Lite or Mistral Large 4?

Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; Mistral Large 4 lists at $0.68 and $2.09.

Is Amazon Nova Lite or Mistral Large 4 better for coding?

Mistral Large 4 scores higher on coding benchmarks: 48.6 versus 32.5 in the Noometry coding category.

Which has the bigger context window?

Mistral Large 4 does, with 1.05M tokens against 300K.

How many benchmarks do Amazon Nova Lite and Mistral Large 4 share?

12 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Mistral Large 4 has 15.

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