Model comparison · text

DeepSeek-R1 vs Llama-3.1-405B-Instruct

Symmetrical, primary-source facts with unknown values left visible. No winner is assigned without comparable measurements.

FieldAt a glance
DeepSeek · activeDeepSeek-R1Verified Aug 28, 2026
Meta · activeLlama-3.1-405B-InstructVerified Aug 28, 2026

Technical differences

Side-by-side facts

Indexable
FieldDeepSeek-R1Llama-3.1-405B-Instruct
DeveloperDeepSeekMeta
FamilyDeepseek R1Llama 3 1 405b Instruct
ModelDeepSeek-R1Llama-3.1-405B-Instruct
VersionDeepSeek-R1Llama-3.1-405B-Instruct
Lifecycleactiveactive
Input modalitiesTextText
Output modalitiesTextText
Context window163840131072
Total parameters684531386000405853388800
Active parameters37000000000Unknown
Licensemitllama3.1
Open weightsYesYes
API availableYesUnknown
Self-hostableYesYes
Capabilitieschat, generation, reasoningchat, generation, tools

13 comparable fields · 8 material differences · Pair passes the primary-source comparison gate

Primary benchmark evidence

Comparable performance

All benchmark results →
No protocol-matched benchmark yet.Results appear here only when both models share the same benchmark version, metric, evaluation protocol, and evidence class.

DeepSeek-R1 capabilities

chatgenerationreasoning
Input price$0.70
Output price$2.50
Serving providers1
Canonical IDdeepseek-ai/DeepSeek-R1

Llama-3.1-405B-Instruct capabilities

chatgenerationtools
Input price
Output price
Serving providers0
Canonical IDmeta-llama/Llama-3.1-405B-Instruct

Internal comparison graph

Related comparisons

All text comparisons →

Primary evidence

Sources and freshness