Model comparison

DeepSeek-V2 (MoE-236B, May 2024) vs Granite 3.0 8b Instruct

Granite 3.0 8b Instruct has enough public results to be ranked (#270); DeepSeek-V2 (MoE-236B, May 2024) does not yet, so treat this comparison as directional.

Last verified . 2 shared benchmarks.

Granite 3.0 8b Instruct IBM

31.6

Rank #270 Confirmed

Summary

  • They share 2 benchmarks with published results for both. DeepSeek-V2 (MoE-236B, May 2024) scores higher in 1 category and Granite 3.0 8b Instruct in 0 categories; one gap is clear of the uncertainty.
  • The widest gap is in coding, where DeepSeek-V2 (MoE-236B, May 2024) leads 40.4 to 29.7.
  • The biggest single-benchmark swing is BigCodeBench Complete: 59.4% for DeepSeek-V2 (MoE-236B, May 2024) and 35.4% for Granite 3.0 8b Instruct.

Side by side

DeepSeek-V2 (MoE-236B, May 2024) and Granite 3.0 8b Instruct specifications
DeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
ProviderDeepSeekIBM
Noometry Index40.331.6
Released2024-05-07—
WeightsOpenOpen
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked1014

Sponsored placements are available on pages like this one. Advertise on Noometry

Category by category

Coding DeepSeek-V2 (MoE-236B, May 2024) leads

DeepSeek-V2 (MoE-236B, May 2024): 40.4 (#139), Granite 3.0 8b Instruct: 29.7 (#301)

Coding benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
BigCodeBench Instruct48.9%29.3%
BigCodeBench Complete59.4%35.4%
LMArena Coding—1112

Reasoning Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 20.9 (#230)

Reasoning benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Hard Prompts—1092
BIG-Bench Hard78.8%—
Epoch Capabilities Index124.77—
HellaSwag87.1%—
PIQA83.9%—
WinoGrande86.3%—

Math Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 32.8 (#210)

Math benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Math—1143

Knowledge Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 29.6 (#236)

Knowledge benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Expert—1087
ARC (AI2) Challenge92.2%—
MMLU78.4%—
TriviaQA80%—

Multilingual Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 27.2 (#276)

Multilingual benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Non-English—1037
LMArena Chinese—1063
LMArena Russian—1060

Instruction Following Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 56.0 (#276)

Instruction Following benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Instruction Following—1088

Long Context Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 34.0 (#252)

Long Context benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Longer Query—1122

Writing & Preference Not comparable

DeepSeek-V2 (MoE-236B, May 2024): —, Granite 3.0 8b Instruct: 31.1 (#285)

Writing & Preference benchmarks
BenchmarkDeepSeek-V2 (MoE-236B, May 2024)Granite 3.0 8b Instruct
LMArena Text—1096
LMArena Creative Writing—1071
LMArena Multi-Turn—1063

Frequently asked questions

Is DeepSeek-V2 (MoE-236B, May 2024) better than Granite 3.0 8b Instruct?

Granite 3.0 8b Instruct has enough public results to be ranked (#270); DeepSeek-V2 (MoE-236B, May 2024) does not yet, so treat this comparison as directional.

Is DeepSeek-V2 (MoE-236B, May 2024) or Granite 3.0 8b Instruct better for coding?

DeepSeek-V2 (MoE-236B, May 2024) scores higher on coding benchmarks: 40.4 versus 29.7 in the Noometry coding category.

How many benchmarks do DeepSeek-V2 (MoE-236B, May 2024) and Granite 3.0 8b Instruct share?

2 benchmarks have published results for both models. DeepSeek-V2 (MoE-236B, May 2024) has 10 scored results on Noometry and Granite 3.0 8b Instruct has 14.

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