DeepSeek V3 deepseek-v3

deepseek-ai · deepseek flagship

#36 overall #8 coding #13 agentic

params
671B (A37B)
arch
moe
context
128k
license
mit open weights
released
Dec 2024
train compute
3.3e+24 FLOP
downloads/30d
1.0M

# why ranked

Overall: #36 — score 17.0 ● medium — one signal missing, weights renormalized

signalweightinput (0–100)
aa_intelligence 0.50 15.4
arena_elo 0.30
bench_composite 0.20 21.1

missing signals are dropped and the remaining weights renormalized — never imputed.

Coding: #8 — score 29.0 ● high — all signals present

signalweightinput (0–100)
aa_coding 0.25 24.1
aider_polyglot 0.25 54.5
arena_elo_code 0.15
swe_bench_verified 0.35 14.3

missing signals are dropped and the remaining weights renormalized — never imputed.

Agentic: #13 — score 14.3 ● low — a single signal; treat with caution

signalweightinput (0–100)
swe_bench_verified 1.00 14.3

full methodology

# trend

OGM score · last 2 days
OGM score over 2 days
overall rank (up is better)
Overall rank over 2 days

# benchmarks

benchmarkscoresourcedate
AA Coding Index 23.0 Artificial Analysis
AA Intelligence Index 15.4 Artificial Analysis
AA Math Index 41.0 Artificial Analysis
Aider Polyglot 55.1 Aider Mar 2025
Aider-polyglot 0.5 / 1 LLM Stats
Aider-polyglot-edit 0.8 / 1 LLM Stats
AIME 2024 0.6 / 1 LLM Stats
C-eval 0.9 / 1 LLM Stats
Cluewsc 0.9 / 1 LLM Stats
Cnmo-2024 0.4 / 1 LLM Stats
Csimpleqa 0.6 / 1 LLM Stats
Drop 0.9 / 1 LLM Stats
SWE-bench Verified 42.0 SWE-bench Aug 2025

# where to run

providerquantctx$/M in$/M out$/M blendtpsuptime
StreamLakeunknown 125k $0.20$0.80$0.35 100.0%
DeepInfrafp4 160k $0.32$0.89$0.46 99.6%
Novitafp8 64k $0.40$1.30$0.62 99.9%

blended = (3·input + output) / 4 per 1M tokens · cheapest first

# variants

DeepSeek R1 DeepSeek V3.1 DeepSeek V3.2

source aliases
aa
deepseek-v3, deepseek-v3-0324
aider
DeepSeek Chat V3 (prev), DeepSeek V3 (0324)
arena
DeepSeek-V3
epoch
DeepSeek-V3 (Mar 2025)
litellm
deepseek/deepseek-chat
llmstats
deepseek-v3-0324
openrouter
deepseek/deepseek-chat
swebench
DeepSeek-V3-0324