Model comparison

Amazon Nova Lite vs Llama-3.3-70B-Instruct

Amazon Nova Lite is the stronger model overall, scoring 31.9 to 30.6 on the Noometry Index.

Last verified . 26 shared benchmarks.

Amazon Nova Lite Amazon

31.9

Rank #265 Confirmed

Llama-3.3-70B-Instruct Meta

30.6

Rank #291 Confirmed

Summary

  • They share 26 benchmarks with published results for both. Amazon Nova Lite scores higher in 4 categories and Llama-3.3-70B-Instruct in 4 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in math, where Amazon Nova Lite leads 27.8 to 15.3.
  • The biggest single-benchmark swing is LiveBench Instruction Following: 54.1% for Amazon Nova Lite and 82.7% for Llama-3.3-70B-Instruct.
  • Amazon Nova Lite is cheaper at $0.06 / $0.24 per million input/output tokens, against $0.10 / $0.32 for Llama-3.3-70B-Instruct.
  • Amazon Nova Lite accepts more context: 300K tokens versus 128K.
  • Llama-3.3-70B-Instruct has downloadable open weights; the other is API-only.

Side by side

Amazon Nova Lite and Llama-3.3-70B-Instruct specifications
Amazon Nova LiteLlama-3.3-70B-Instruct
ProviderAmazonMeta
Noometry Index31.930.6
Released2024-12-032024-12-06
WeightsProprietaryOpen
Context window300K128K
Max output10K4K
Input $ / M tokens$0.06$0.10
Output $ / M tokens$0.24$0.32
Results tracked3443

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Category by category

Coding Amazon Nova Lite leads

Amazon Nova Lite: 32.5 (#270), Llama-3.3-70B-Instruct: 31.0 (#290)

Coding benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LiveBench Coding27.5%36.6%
LMArena Coding12391268
SciCode—26%
WeirdML—14.4%
BigCodeBench Instruct—46.9%
BigCodeBench Complete—57.5%
ALE-Bench236.25—

Agentic & Tool Use Not comparable

Amazon Nova Lite: —, Llama-3.3-70B-Instruct: 25.8 (#105)

Agentic & Tool Use benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
Berkeley Function Calling Leaderboard—31.9%
BALROG—23%

Reasoning Amazon Nova Lite leads

Amazon Nova Lite: 19.3 (#260), Llama-3.3-70B-Instruct: 14.1 (#327)

Reasoning benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LiveBench Reasoning36.7%50.8%
LMArena Hard Prompts12201257
LiveBench Data Analysis37.2%49.5%
LiveBench36.4%50.2%
SimpleBench—19.9%
CritPt—0%
DTBench—59.5%
LMCA—17.5%
Epoch Capabilities Index—127.33
ForecastBench—58.6

Math Amazon Nova Lite leads

Amazon Nova Lite: 27.8 (#247), Llama-3.3-70B-Instruct: 15.3 (#298)

Math benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LiveBench Math36.7%42.2%
LMArena Math12271267
OTIS Mock AIME 2024-2025—5.1%
Omni-MATH23.3%—
MATH Level 5—41.6%

Knowledge Llama-3.3-70B-Instruct leads

Amazon Nova Lite: 26.3 (#259), Llama-3.3-70B-Instruct: 30.6 (#226)

Knowledge benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
Vectara Hallucination Rate6.1%4.1%
LMArena Expert12011225
MMLU77%86.3%
GPQA Diamond—47.4%
Humanity's Last Exam3.6%—
MMLU-Pro60%—
Confabulations—22.8%
GPQA (HELM)39.7%—

Multimodal Not comparable

Amazon Nova Lite: 25.5 (#123), Llama-3.3-70B-Instruct: —

Multimodal benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LMArena Vision990—

Multilingual Llama-3.3-70B-Instruct leads

Amazon Nova Lite: 38.0 (#232), Llama-3.3-70B-Instruct: 39.9 (#220)

Multilingual benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LMArena Non-English12081236
LMArena Chinese12251217
LMArena French12371281
LMArena German12291251
LMArena Japanese11531150
LMArena Korean11531143
LMArena Russian12161252
LMArena Spanish12261270

Instruction Following Llama-3.3-70B-Instruct leads

Amazon Nova Lite: 59.3 (#255), Llama-3.3-70B-Instruct: 71.1 (#157)

Instruction Following benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LiveBench Instruction Following54.1%82.7%
LMArena Instruction Following12051242
IFEval77.6%—

Long Context Amazon Nova Lite leads

Amazon Nova Lite: 37.4 (#217), Llama-3.3-70B-Instruct: 26.4 (#295)

Long Context benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LMArena Longer Query12341256
Fiction.LiveBench—33.3%

Writing & Preference Llama-3.3-70B-Instruct leads

Amazon Nova Lite: 42.1 (#237), Llama-3.3-70B-Instruct: 47.6 (#207)

Writing & Preference benchmarks
BenchmarkAmazon Nova LiteLlama-3.3-70B-Instruct
LMArena Text12291274
LMArena Creative Writing11971250
LMArena Multi-Turn11991280
LiveBench Language25.9%39.2%
WildBench75%—

Frequently asked questions

Is Amazon Nova Lite better than Llama-3.3-70B-Instruct?

Amazon Nova Lite is the stronger model overall, scoring 31.9 to 30.6 on the Noometry Index.

Which is cheaper, Amazon Nova Lite or Llama-3.3-70B-Instruct?

Amazon Nova Lite is cheaper. It lists at $0.06 per million input tokens and $0.24 per million output tokens; Llama-3.3-70B-Instruct lists at $0.10 and $0.32.

Is Amazon Nova Lite or Llama-3.3-70B-Instruct better for coding?

Amazon Nova Lite scores higher on coding benchmarks: 32.5 versus 31.0 in the Noometry coding category.

Which has the bigger context window?

Amazon Nova Lite does, with 300K tokens against 128K.

How many benchmarks do Amazon Nova Lite and Llama-3.3-70B-Instruct share?

26 benchmarks have published results for both models. Amazon Nova Lite has 34 scored results on Noometry and Llama-3.3-70B-Instruct has 43.

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