Model comparison

DeepSeek-R1-Distill-Llama-70B vs Phi 3 Mini 4k Instruct

DeepSeek-R1-Distill-Llama-70B is the stronger model overall, scoring 37.8 to 27.9 on the Noometry Index.

Last verified . 7 shared benchmarks.

Phi 3 Mini 4k Instruct Microsoft

27.9

Rank #328 Confirmed

Summary

  • They share 7 benchmarks with published results for both. DeepSeek-R1-Distill-Llama-70B scores higher in 6 categories and Phi 3 Mini 4k Instruct in 0 categories; 6 gaps are clear of the uncertainty.
  • The widest gap is in writing & preference, where DeepSeek-R1-Distill-Llama-70B leads 49.0 to 27.6.
  • The biggest single-benchmark swing is LiveBench Math: 58.1% for DeepSeek-R1-Distill-Llama-70B and 15.7% for Phi 3 Mini 4k Instruct.

Side by side

DeepSeek-R1-Distill-Llama-70B and Phi 3 Mini 4k Instruct specifications
DeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
ProviderDeepSeekMicrosoft
Noometry Index37.827.9
Released2025-01-202024-04-23
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1335

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Category by category

Coding DeepSeek-R1-Distill-Llama-70B leads

DeepSeek-R1-Distill-Llama-70B: 36.8 (#202), Phi 3 Mini 4k Instruct: 26.6 (#323)

Coding benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LiveBench Coding51.6%15.5%
BigCodeBench Instruct35.3%—
LMArena Coding—1093
BigCodeBench Complete49.9%—
HumanEval+—59.1%
MBPP+—54.2%

Reasoning DeepSeek-R1-Distill-Llama-70B leads

DeepSeek-R1-Distill-Llama-70B: 24.9 (#156), Phi 3 Mini 4k Instruct: 14.1 (#328)

Reasoning benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LiveBench Reasoning67.6%26.8%
LiveBench Data Analysis55.9%34.7%
LiveBench54.5%22.4%
Kagi LLM Benchmark52.3%—
Chess Puzzles—0%
LMArena Hard Prompts—1072
Adversarial NLI—52.8%
BIG-Bench Hard—71.7%
HellaSwag—76.7%
WinoGrande—70.8%

Math DeepSeek-R1-Distill-Llama-70B leads

DeepSeek-R1-Distill-Llama-70B: 36.0 (#176), Phi 3 Mini 4k Instruct: 26.6 (#257)

Math benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LiveBench Math58.1%15.7%
OTIS Mock AIME 2024-202551.4%—
LMArena Math—1111
MATH Level 589.9%—

Knowledge DeepSeek-R1-Distill-Llama-70B leads

DeepSeek-R1-Distill-Llama-70B: 30.7 (#225), Phi 3 Mini 4k Instruct: 28.5 (#246)

Knowledge benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
GPQA Diamond55.7%—
LMArena Expert—1045
ARC (AI2) Challenge—84.9%
MMLU—68.8%
OpenBookQA—88%
TriviaQA—64%

Multilingual Not comparable

DeepSeek-R1-Distill-Llama-70B: —, Phi 3 Mini 4k Instruct: 26.3 (#280)

Multilingual benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LMArena Non-English—1021
LMArena Chinese—1021
LMArena French—1076
LMArena German—1044
LMArena Japanese—935
LMArena Korean—905
LMArena Russian—1022
LMArena Spanish—1085

Instruction Following DeepSeek-R1-Distill-Llama-70B leads

DeepSeek-R1-Distill-Llama-70B: 68.2 (#190), Phi 3 Mini 4k Instruct: 47.7 (#303)

Instruction Following benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LiveBench Instruction Following69.9%39.1%
LMArena Instruction Following—1053

Long Context Not comparable

DeepSeek-R1-Distill-Llama-70B: —, Phi 3 Mini 4k Instruct: 31.7 (#276)

Long Context benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LMArena Longer Query—1044

Writing & Preference DeepSeek-R1-Distill-Llama-70B leads

DeepSeek-R1-Distill-Llama-70B: 49.0 (#194), Phi 3 Mini 4k Instruct: 27.6 (#300)

Writing & Preference benchmarks
BenchmarkDeepSeek-R1-Distill-Llama-70BPhi 3 Mini 4k Instruct
LiveBench Language23.8%9.2%
LMArena Text—1073
LMArena Creative Writing—1037
LMArena Multi-Turn—1018

Frequently asked questions

Is DeepSeek-R1-Distill-Llama-70B better than Phi 3 Mini 4k Instruct?

DeepSeek-R1-Distill-Llama-70B is the stronger model overall, scoring 37.8 to 27.9 on the Noometry Index.

Is DeepSeek-R1-Distill-Llama-70B or Phi 3 Mini 4k Instruct better for coding?

DeepSeek-R1-Distill-Llama-70B scores higher on coding benchmarks: 36.8 versus 26.6 in the Noometry coding category.

How many benchmarks do DeepSeek-R1-Distill-Llama-70B and Phi 3 Mini 4k Instruct share?

7 benchmarks have published results for both models. DeepSeek-R1-Distill-Llama-70B has 13 scored results on Noometry and Phi 3 Mini 4k Instruct has 35.

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