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DeepSeek V3.2 Exp

text->text

Open-weights frontier model that matched GPT-4-class quality at a fraction of the inference cost. Sparked the late-2024 cost reset.

DeepSeek V3.2 Exp is a efficient AI model from DeepSeek. It costs $0.270 per million input tokens and $0.410 per million output tokens (blended $0.312/M), with a 163,840-token context window.

Profile inherited from upstream DeepSeek-V3 ↗ — this is a hosted variant of the same open-weights model.

Modalities textOfficial model page ↗Provider pricing ↗API docs ↗Pricing source ↗Compare with another model →Estimate monthly cost →
INPUT
$0.270/M
per million input tokens
OUTPUT
$0.410/M
per million output tokens
BLENDED 70/30
$0.312/M
unchanged since 3 May
default reference rate · how it is calculated →
CONTEXT
163,840
tokens
What it is good at
  • Frontier quality, open weights
  • Aggressive pricing
  • Strong code & math
  • MoE architecture
Typical use cases
  • Self-hosted frontier inference
  • Cost-sensitive chat
  • Code generation

Benchmarks

vs. best public score
Scores inherited from DeepSeek-V3 — this is a hosted variant of the same open-weights model, so the underlying benchmark scores are identical.
MMLU88%
Multitask academic knowledge across 57 subjects.
GPQA Diamond59%
Graduate-level science questions, "Google-proof".
MATH90%
High-school competition math problems.
HumanEval89%
Python function synthesis from docstrings.
SWE-bench Verified42%
Real GitHub issues solved end-to-end.
LMArena Elo1318 Elo
Crowd-sourced head-to-head preference Elo rating.
Hand-curated from each provider's published reports and public leaderboards. Methodology varies across sources, treat as directional rather than authoritative.

More from DeepSeek

See all 11 →
DeepSeek-V4-Pro
Frontier · 1,000,000 ctx
in $1.740/Mout $3.480/M
DeepSeek-V4-Flash
Efficient · 1,000,000 ctx
in $0.140/Mout $0.280/M
DeepSeek-V3
Frontier · 64,000 ctx
in $0.270/Mout $1.100/M
DeepSeek-V3-0324
Frontier · 128,000 ctx
in $0.270/Mout $1.100/M
DeepSeek-R1
Reasoning · 64,000 ctx
in $0.550/Mout $2.190/M
DeepSeek-R1-0528
Reasoning · 64,000 ctx
in $0.550/Mout $2.190/M

Frequently asked questions

How much does DeepSeek V3.2 Exp cost?

DeepSeek V3.2 Exp costs $0.270 per million input tokens and $0.410 per million output tokens, for a blended reference rate of $0.312 per million tokens.

What is DeepSeek V3.2 Exp's context window?

DeepSeek V3.2 Exp supports up to 163,840 tokens of context in a single request.

What is DeepSeek V3.2 Exp best for?

DeepSeek V3.2 Exp is well suited to Frontier quality, open weights, Aggressive pricing and Strong code & math.

Who makes DeepSeek V3.2 Exp?

DeepSeek V3.2 Exp is developed and served by DeepSeek.

Terms used on this page

Full glossary →
TokenInput tokensOutput tokensPrice per million tokensContext windowPrompt cachingBatch APIBlended cost