Model comparison

Nemotron 3.5 Lightning vs Phi 3 Medium 4k Instruct

Nemotron 3.5 Lightning is the stronger model overall, scoring 40.0 to 33.0 on the Noometry Index.

Last verified . 17 shared benchmarks.

Nemotron 3.5 Lightning NVIDIA

40.0

Rank #155 Confirmed

Phi 3 Medium 4k Instruct Microsoft

33.0

Rank #250 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Nemotron 3.5 Lightning scores higher in 8 categories and Phi 3 Medium 4k Instruct in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where Nemotron 3.5 Lightning leads 48.5 to 34.1.

Side by side

Nemotron 3.5 Lightning and Phi 3 Medium 4k Instruct specifications
Nemotron 3.5 LightningPhi 3 Medium 4k Instruct
ProviderNVIDIAMicrosoft
Noometry Index40.033.0
Released2026-08-11—
WeightsOpenOpen
Context window262K—
Max output262K—
Input $ / M tokens$0.05—
Output $ / M tokens$0.20—
Results tracked1817

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Category by category

Coding Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 40.4 (#141), Phi 3 Medium 4k Instruct: 32.9 (#268)

Coding benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Coding13751130

Reasoning Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 26.8 (#127), Phi 3 Medium 4k Instruct: 21.7 (#214)

Reasoning benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Hard Prompts13371127

Math Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 37.5 (#155), Phi 3 Medium 4k Instruct: 33.4 (#202)

Math benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Math13591173

Knowledge Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 37.5 (#154), Phi 3 Medium 4k Instruct: 30.2 (#229)

Knowledge benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Expert13561108

Multilingual Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 44.0 (#180), Phi 3 Medium 4k Instruct: 30.6 (#263)

Multilingual benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Non-English12951094
LMArena Chinese13591108
LMArena French13661110
LMArena German12821101
LMArena Japanese12061042
LMArena Korean1238954
LMArena Russian12531145
LMArena Spanish13451095

Instruction Following Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 69.6 (#170), Phi 3 Medium 4k Instruct: 57.6 (#268)

Instruction Following benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Instruction Following13181113

Long Context Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 39.9 (#165), Phi 3 Medium 4k Instruct: 34.0 (#255)

Long Context benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Longer Query13141120

Writing & Preference Nemotron 3.5 Lightning leads

Nemotron 3.5 Lightning: 48.5 (#201), Phi 3 Medium 4k Instruct: 34.1 (#272)

Writing & Preference benchmarks
BenchmarkNemotron 3.5 LightningPhi 3 Medium 4k Instruct
LMArena Text13271138
LMArena Creative Writing12541107
LMArena Multi-Turn13281088
EQ-Bench Creative Writing1280—

Frequently asked questions

Is Nemotron 3.5 Lightning better than Phi 3 Medium 4k Instruct?

Nemotron 3.5 Lightning is the stronger model overall, scoring 40.0 to 33.0 on the Noometry Index.

Is Nemotron 3.5 Lightning or Phi 3 Medium 4k Instruct better for coding?

Nemotron 3.5 Lightning scores higher on coding benchmarks: 40.4 versus 32.9 in the Noometry coding category.

How many benchmarks do Nemotron 3.5 Lightning and Phi 3 Medium 4k Instruct share?

17 benchmarks have published results for both models. Nemotron 3.5 Lightning has 18 scored results on Noometry and Phi 3 Medium 4k Instruct has 17.

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