Model comparison

DeepSeek Coder 1.3B vs Yi-1.5-34B

Yi-1.5-34B has enough public results to be ranked (#289); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

DeepSeek Coder 1.3B DeepSeek

35.0

Unranked Sparse

Yi-1.5-34B 01.AI

30.6

Rank #289 Confirmed

Summary

  • They share 2 benchmarks with published results for both. DeepSeek Coder 1.3B scores higher in 0 categories and Yi-1.5-34B in 1 category; one gap is clear of the uncertainty.
  • The biggest single-benchmark swing is BigCodeBench Complete: 29.6% for DeepSeek Coder 1.3B and 43.8% for Yi-1.5-34B.

Side by side

DeepSeek Coder 1.3B and Yi-1.5-34B specifications
DeepSeek Coder 1.3BYi-1.5-34B
ProviderDeepSeek01.AI
Noometry Index35.030.6
Released2023-11-022024-05-13
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked921

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Category by category

Coding Yi-1.5-34B leads

DeepSeek Coder 1.3B: 31.2 (#287), Yi-1.5-34B: 32.4 (#272)

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
BigCodeBench Instruct22.8%33.9%
BigCodeBench Complete29.6%43.8%
LMArena Coding—1169
HumanEval+60.4%—
MBPP+54.8%—

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 22.5 (#191)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
LMArena Hard Prompts—1160
Epoch Capabilities Index63.6—
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 27.5 (#249)

Math benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
LMArena Math—1182
MATH Level 5—25.5%
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 14.8 (#295)

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
GPQA Diamond—32%
LMArena Expert—1144
ARC (AI2) Challenge25.4%—
MMLU25.8%—

Multilingual Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 32.3 (#256)

Multilingual benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
LMArena Non-English—1121
LMArena Chinese—1213
LMArena French—1156
LMArena German—1111
LMArena Japanese—1021
LMArena Korean—1005
LMArena Russian—1091
LMArena Spanish—1121

Instruction Following Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 59.2 (#257)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
LMArena Instruction Following—1139

Long Context Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 34.6 (#248)

Long Context benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
LMArena Longer Query—1143

Writing & Preference Not comparable

DeepSeek Coder 1.3B: —, Yi-1.5-34B: 37.4 (#257)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 1.3BYi-1.5-34B
LMArena Text—1173
LMArena Creative Writing—1135
LMArena Multi-Turn—1153

Frequently asked questions

Is DeepSeek Coder 1.3B better than Yi-1.5-34B?

Yi-1.5-34B has enough public results to be ranked (#289); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 1.3B or Yi-1.5-34B better for coding?

Yi-1.5-34B scores higher on coding benchmarks: 32.4 versus 31.2 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 1.3B and Yi-1.5-34B share?

2 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Yi-1.5-34B has 21.

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