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DeepSeek V3.2

invited beta chatCodeReasoningTool calling

DeepSeek V3.2 MoE model with sparse attention; strong code and reasoning at low cost.

Input
$0.28/M
Output
$0.42/M
Cache read
$0.028/M
Context
128K
vs GPT-4o
~94% cheaper

Provider list prices: no platform markup, pay-as-you-go. These are official list prices. Logged-in customers may see effective prices including workspace discounts on /console/pricing. Effective input at a 70% cache-hit rate:$0.1036/M. Automatic disk KV-prefix caching: cache hits bill at the discounted cache-read rate with no opt-in and no write fee. No fixed TTL is published; the docs state an unused cache is cleared automatically, usually within hours to days. That cached-read rate is published as its own per-million figure. No separate charge for a cache write.

Price · where it sits among 62 comparable models

Input$0.28/M
$0.05 · Qwen3 VL Flash GPT-5.4 Pro · $30
Output$0.42/M
$0.275 · DeepSeek V4 Flash GPT-5.4 Pro · $180
Cached read$0.028/M
$0.0028 · DeepSeek V4 Flash GPT-5.4 Pro · $15

The bar shows how this model’s price compares with every other model of the same kind on Synthorai. The cheapest and the most expensive are named at each end. These are base rates; batch, region and cache-write discounts are on the pricing page.

Specs & limits

Prompt caching

How it caches automatic
Lifetime no fixed TTL (evicted when unused)

Use DeepSeek V3.2 in 30 seconds

OpenAI-compatible: swap the base_url, keep your SDK. POST /v1/chat/completions

from openai import OpenAI

client = OpenAI(
    base_url="https://synthorai.io/v1",
    api_key="sk-syn-...",
)

resp = client.chat.completions.create(
    model="deepseek-3.2",
    messages=[{"role": "user", "content": "Summarize this diff"}],
    reasoning_effort="medium",
)
print(resp.choices[0].message.content)

FAQ

Is the DeepSeek V3.2 API free to try?

DeepSeek V3.2 is currently in invited beta: access is application-based rather than open signup. Apply from the Synthorai console; once approved, standard pay-as-you-go pricing applies with no subscription.

How much does DeepSeek V3.2 cost?

DeepSeek V3.2 costs $0.28 per million input tokens and $0.42 per million output tokens on Synthorai. That is the provider's list price, with no platform markup. Cached input tokens bill at $0.028/M.

Does DeepSeek V3.2 support prompt caching?

Yes, automatically: DeepSeek-served prompts cache with no code changes. Cached input tokens bill at $0.028/M vs $0.28/M uncached (TTL no fixed TTL (evicted when unused)). Prompt caching guide →

How do I get access to DeepSeek V3.2?

DeepSeek V3.2 is in invited beta: request access from the Synthorai console. Once approved it works like every other model: point your OpenAI SDK at base_url="https://synthorai.io/v1" and set model="deepseek-3.2".

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Every value on this page is transcribed from the vendor's own documentation, linked above, and carries the date it was checked. Prices are compared across the catalogue; specification values that vendors define differently are shown with the difference stated rather than charted. Nothing here is measured by us, and nothing is scored.

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