Model comparison

DeepSeek Coder 6.7B vs Granite 4.0 H Small

Granite 4.0 H Small has enough public results to be ranked (#213); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 6.7B DeepSeek

37.1

Unranked Sparse

Granite 4.0 H Small IBM

35.9

Rank #213 Confirmed

Side by side

DeepSeek Coder 6.7B and Granite 4.0 H Small specifications
DeepSeek Coder 6.7BGranite 4.0 H Small
ProviderDeepSeekIBM
Noometry Index37.135.9
Released2023-11-02—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked919

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Category by category

Coding Too close to call

DeepSeek Coder 6.7B: 35.2 (#216), Granite 4.0 H Small: 35.8 (#207)

Coding benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
BigCodeBench Instruct35.5%—
LMArena Coding—1247
BigCodeBench Complete43.8%—
HumanEval+71.3%—
MBPP+65.6%—

Reasoning Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 23.4 (#164)

Reasoning benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
LMArena Hard Prompts—1240
Epoch Capabilities Index88.88—
WinoGrande57.6%—

Math Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 29.3 (#219)

Math benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
Omni-MATH—29.6%
LMArena Math—1251
GSM8K21.3%—

Knowledge Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 31.5 (#210)

Knowledge benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
MMLU-Pro—56.9%
Vectara Hallucination Rate—5.2%
GPQA (HELM)—38.3%
LMArena Expert—1244
ARC (AI2) Challenge36.4%—
MMLU36.4%—

Multilingual Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 38.7 (#223)

Multilingual benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
LMArena Non-English—1216
LMArena Chinese—1250
LMArena Russian—1198
LMArena Spanish—1258

Instruction Following Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 68.9 (#178)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
IFEval—89%
LMArena Instruction Following—1221

Long Context Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 37.6 (#209)

Long Context benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
LMArena Longer Query—1240

Writing & Preference Not comparable

DeepSeek Coder 6.7B: —, Granite 4.0 H Small: 44.0 (#222)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 6.7BGranite 4.0 H Small
LMArena Text—1241
LMArena Creative Writing—1210
WildBench—73.9%
LMArena Multi-Turn—1243

Frequently asked questions

Is DeepSeek Coder 6.7B better than Granite 4.0 H Small?

Granite 4.0 H Small has enough public results to be ranked (#213); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 6.7B or Granite 4.0 H Small better for coding?

They score almost the same on coding (35.2 vs 35.8); test both on your own repository before choosing.

How many benchmarks do DeepSeek Coder 6.7B and Granite 4.0 H Small share?

0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Granite 4.0 H Small has 19.

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