Model comparison

DeepSeek Coder 1.3B vs Mercury

Mercury has enough public results to be ranked (#199); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 1.3B DeepSeek

35.0

Unranked Sparse

Mercury Inception

37.6

Rank #199 Confirmed

Summary

  • The widest gap is in coding, where Mercury leads 38.7 to 31.2.
  • DeepSeek Coder 1.3B has downloadable open weights; the other is API-only.

Side by side

DeepSeek Coder 1.3B and Mercury specifications
DeepSeek Coder 1.3BMercury
ProviderDeepSeekInception
Noometry Index35.037.6
Released2023-11-02—
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked99

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Category by category

Coding Mercury leads

DeepSeek Coder 1.3B: 31.2 (#287), Mercury: 38.7 (#170)

Coding benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
BigCodeBench Instruct22.8%—
LMArena Coding—1322
BigCodeBench Complete29.6%—
HumanEval+60.4%—
MBPP+54.8%—

Reasoning Not comparable

DeepSeek Coder 1.3B: —, Mercury: 17.5 (#293)

Reasoning benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
Kagi LLM Benchmark—21.6%
LMArena Hard Prompts—1285
Epoch Capabilities Index63.6—
WinoGrande53.3%—

Math Not comparable

DeepSeek Coder 1.3B: —, Mercury: —

Math benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
GSM8K4.4%—

Knowledge Not comparable

DeepSeek Coder 1.3B: —, Mercury: —

Knowledge benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
ARC (AI2) Challenge25.4%—
MMLU25.8%—

Multilingual Not comparable

DeepSeek Coder 1.3B: —, Mercury: 41.6 (#206)

Multilingual benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
LMArena Non-English—1260

Instruction Following Not comparable

DeepSeek Coder 1.3B: —, Mercury: 65.2 (#224)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
LMArena Instruction Following—1239

Long Context Not comparable

DeepSeek Coder 1.3B: —, Mercury: 38.4 (#198)

Long Context benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
LMArena Longer Query—1266

Writing & Preference Not comparable

DeepSeek Coder 1.3B: —, Mercury: 46.2 (#221)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 1.3BMercury
LMArena Text—1282
LMArena Creative Writing—1191
LMArena Multi-Turn—1282

Frequently asked questions

Is DeepSeek Coder 1.3B better than Mercury?

Mercury has enough public results to be ranked (#199); DeepSeek Coder 1.3B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 1.3B or Mercury better for coding?

Mercury scores higher on coding benchmarks: 38.7 versus 31.2 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 1.3B and Mercury share?

0 benchmarks have published results for both models. DeepSeek Coder 1.3B has 9 scored results on Noometry and Mercury has 9.

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