DeepSeek V4 Flash deepseek-v4-flash

deepseek-ai · deepseek reasoning efficient

#17 overall

params
158B
arch
moe
context
1024k
license
mit open weights
released
Apr 2026
reasoning
yes
train compute
2.5e+24 FLOP
downloads/30d
2.4M

# why ranked

Overall: #17 — score 36.9 ● medium — one signal missing, weights renormalized

signalweightinput (0–100)
aa_intelligence 0.50 40.3
arena_elo 0.30
bench_composite 0.20 28.6

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

Coding: provisional — score 79.3 ● low — a single signal; treat with caution

provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.

signalweightinput (0–100)
aa_coding 0.25 79.3
aider_polyglot 0.25
arena_elo_code 0.15
swe_bench_verified 0.35

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

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 56.2 Artificial Analysis
AA Intelligence Index 40.3 Artificial Analysis
LiveBench Agentic Coding 37.6 LiveBench Jun 2026
LiveBench Coding 69.2 LiveBench Jun 2026
LiveBench Data Analysis 68.0 LiveBench Jun 2026
LiveBench IF 63.1 LiveBench Jun 2026
LiveBench Language 70.1 LiveBench Jun 2026
LiveBench Mathematics 79.6 LiveBench Jun 2026
LiveBench Reasoning 70.6 LiveBench Jun 2026

# where to run

providerquantctx$/M in$/M out$/M blendtpsuptime
DeepInfrafp4 1024k $0.09$0.18$0.11 100.0%
GMICloudfp8 1048k $0.10$0.20$0.12 99.7%
Baidufp8 1024k $0.10$0.20$0.12 99.9%
DigitalOceanunknown 64k $0.11$0.22$0.14 98.3%
StreamLakefp8 1000k $0.13$0.26$0.16 99.5%
Alibabaunknown 1000k $0.13$0.27$0.17 99.8%
SiliconFlowfp8 1024k $0.13$0.28$0.17 99.9%
Veniceunknown 1000k $0.14$0.28$0.17 99.3%
Morphunknown 1024k $0.14$0.28$0.17 97.8%
AkashMLfp8 1024k $0.14$0.28$0.18 88.7%
AtlasCloudfp4 1024k $0.14$0.28$0.18 99.9%
DeepSeekunknown 1024k $0.14$0.28$0.18 100.0%
Fireworksunknown 1024k $0.14$0.28$0.18 94.7%
Novitafp8 1024k $0.14$0.28$0.18 99.9%
Parasailfp8 1024k $0.14$0.28$0.18 98.8%
WandBfp8 1024k $0.14$0.28$0.18 99.9%

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

source aliases
aa
deepseek-v4-flash
epoch
DeepSeek-V4-Flash
hf
deepseek-ai/DeepSeek-V4-Flash-DSpark
openrouter
deepseek/deepseek-v4-flash