Model comparison

DeepSeek Coder 6.7B vs Grok 2 Mini 2024 08 13

Grok 2 Mini 2024 08 13 has enough public results to be ranked (#198); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Last verified . 0 shared benchmarks.

DeepSeek Coder 6.7B DeepSeek

37.6

Unranked Sparse

Grok 2 Mini 2024 08 13 xAI

37.7

Rank #198 Confirmed

Summary

  • DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.

Side by side

DeepSeek Coder 6.7B and Grok 2 Mini 2024 08 13 specifications
DeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
ProviderDeepSeekxAI
Noometry Index37.637.7
Released2023-11-022024-08-13
WeightsOpenProprietary
Context window——
Max output——
Input $ / M tokens——
Output $ / M tokens——
Results tracked917

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Category by category

Coding Grok 2 Mini 2024 08 13 leads

DeepSeek Coder 6.7B: 35.8 (#219), Grok 2 Mini 2024 08 13: 37.0 (#199)

Coding benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
BigCodeBench Instruct35.5%—
LMArena Coding—1269
BigCodeBench Complete43.8%—
HumanEval+71.3%—
MBPP+65.6%—

Reasoning Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 24.8 (#159)

Reasoning benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Hard Prompts—1255
Epoch Capabilities Index89.62—
WinoGrande57.6%—

Math Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 35.4 (#185)

Math benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Math—1265
GSM8K21.3%—

Knowledge Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 33.9 (#200)

Knowledge benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Expert—1238
ARC (AI2) Challenge36.4%—
MMLU36.4%—

Multilingual Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 41.4 (#208)

Multilingual benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Non-English—1257
LMArena Chinese—1262
LMArena French—1286
LMArena German—1273
LMArena Japanese—1213
LMArena Korean—1195
LMArena Russian—1261
LMArena Spanish—1279

Instruction Following Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 65.5 (#220)

Instruction Following benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Instruction Following—1245

Long Context Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 38.4 (#196)

Long Context benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Longer Query—1266

Writing & Preference Not comparable

DeepSeek Coder 6.7B: —, Grok 2 Mini 2024 08 13: 47.3 (#211)

Writing & Preference benchmarks
BenchmarkDeepSeek Coder 6.7BGrok 2 Mini 2024 08 13
LMArena Text—1281
LMArena Creative Writing—1242
LMArena Multi-Turn—1265

Frequently asked questions

Is DeepSeek Coder 6.7B better than Grok 2 Mini 2024 08 13?

Grok 2 Mini 2024 08 13 has enough public results to be ranked (#198); DeepSeek Coder 6.7B does not yet, so treat this comparison as directional.

Is DeepSeek Coder 6.7B or Grok 2 Mini 2024 08 13 better for coding?

Grok 2 Mini 2024 08 13 scores higher on coding benchmarks: 37.0 versus 35.8 in the Noometry coding category.

How many benchmarks do DeepSeek Coder 6.7B and Grok 2 Mini 2024 08 13 share?

0 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Grok 2 Mini 2024 08 13 has 17.

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