Phi 3 Medium 4k Instruct — Benchmarks

Benchmark scores for Phi 3 Medium 4k Instruct aggregated from public leaderboards (2 boards), with how it ranks among open models and how it compares with its nearest neighbours. See hardware requirements for what you need to run it.

No llmrun Composite Score for Phi 3 Medium 4k Instruct: the score is only published for a model measured on at least 4 of the boards in the score panel, spanning at least 2 benchmark categories and including a reasoning or coding board — or on 3 boards that narrow its score to a 90% range of at most 15.6 points. Either way the results must come from at least two different benchmarks. Its individual scores below stand on their own — see how the llmrun Composite Score gets calculated.

Phi 3 Medium 4k Instruct knowledge benchmarks

Breadth and depth of factual knowledge across many subjects, paired with the reasoning to apply it.

MMLU-Pro
MMLU-Pro is a harder, cleaned-up successor to MMLU with ten answer choices and more reasoning-heavy questions across 14 subjects, measuring broad knowledge and reasoning together.
55.7%
55.7%
median 52.1%open leader 88.0%
Overall best: Gemini-3.1-Pro 91.2%
56th percentile · #65 of 145 open · #152 of 257 all
#65 of 145
#152 of 257
Independent
TIGER-Lab

Phi 3 Medium 4k Instruct instruction following benchmarks

How precisely a model obeys explicit, verifiable instructions — format, length, and content constraints — and, more broadly, how much people prefer its responses head-to-head in blind human voting.

LMArena Text
Arena (arena.ai, formerly LMArena / Chatbot Arena) ranks models by millions of blind, head-to-head human votes on real prompts. The Arena Score shown here is a Bradley-Terry rating computed with Arena's default style control, so higher means people preferred that model's answers more often — it's a relative rating, not a percentage, so compare it only to other models on this board.
1198.0
1198.0
median 1321.5open leader 1487.1
Overall best: Gemini 4 Argon (High) 1523.9
22nd percentile · #146 of 187 open · #338 of 405 all
#146 of 187
#338 of 405
Arena
Arena · Oct 2026

Scores aggregated from public benchmark sources (Arena: 1 board, TIGER-Lab: 1 board) — each linked from the benchmark pages. llmrun does not run these benchmarks. Percentiles and ranks are among open models in the llmrun catalogue; the median and leader marks refer to the same field.