# DeepSeek vs Venice

> DeepSeek's own API is cheap but stores data in China. Venice serves DeepSeek V4 weights under zero retention alongside 370+ other models.

Canonical: https://www.subconscious.dev/compare/deepseek-vs-venice · By The Subconscious Team · Updated September 30, 2026

## How they compare

Because DeepSeek's weights are MIT-licensed, Venice can serve them, which makes this a first-party versus privacy-host comparison. DeepSeek's API runs V4.1 Flash at $0.30 in and $1.20 out at peak and V4 Pro at $1.32 in and $3.96 out, with every off-peak hour at half price, 1M context and 384K max output. Cache hits cost a few cents per million or less. Venice lists DeepSeek V4 Flash at $0.14 in and $0.28 out and carries V4 Pro, with 1M context on most current models. Venice's figure applies to the V4 Flash weights, not the newer V4.1 Flash with built-in image understanding, so like-for-like comparisons need care.

Data handling is the main reason to pick one over the other. DeepSeek stores hosted API data in China, a hard stop for many enterprises. Venice runs open models under contract-enforced zero retention, with TEE or end-to-end encrypted options on some. DeepSeek keeps the edge on the newest models, very cheap cache hits for agents rereading long prefixes, and reasoning effort settings that control output tokens, though frequent retirements and repricing force teams to keep re-checking costs. Venice adds breadth, with GLM 5.3, Kimi K3, uncensored fine-tunes and multimodal models on the same key, plus crypto and DIEM payment. Off-peak batch work fits DeepSeek; privacy-sensitive traffic fits Venice.

## What each one does

### DeepSeek

DeepSeek is the Chinese lab whose open-weight models reset price expectations for the whole market. Its API now serves two models, both with 1M context and 384K max output. V4.1 Flash shipped September 10, 2026 with built-in image understanding at $0.30 in and $1.20 out at peak. V4 Pro, generally available since August 13, costs $1.32 in and $3.96 out at peak. Cache hits cost a few cents per million or less, and the weights ship on Hugging Face under an MIT license.

### Venice

Venice is a privacy-focused AI platform founded in 2024 by Erik Voorhees, the crypto entrepreneur behind ShapeShift. It pairs a consumer chat app with a developer API that works as a drop-in replacement for OpenAI's chat endpoint and covers text, image, audio and video across 370+ models. Open models such as GLM 5.3, Kimi K3, DeepSeek V4 and Venice's own uncensored fine-tunes run under a private tier with contract-enforced zero data retention, and some add TEE inference or end-to-end encryption, where only an attested enclave can decrypt the prompt. Closed models from Anthropic, OpenAI and Google are proxied under an anonymized tier that hides user identity but leaves prompt content visible to the upstream provider.

## Which is best, and when

### Choose DeepSeek for

- Newest DeepSeek models the day they ship
- Cache-heavy agents rereading long prefixes
- Batch jobs scheduled into off-peak half-price hours

### Choose Venice for

- DeepSeek weights without data stored in China
- Switching between DeepSeek, GLM and Kimi on one key
- Zero-retention and TEE inference

## At a glance

| Attribute | DeepSeek | Venice |
|---|---|---|
| Model access | Open weights (MIT) | Open weights, plus proxied closed models |
| Flagship models | DeepSeek V4.1 Flash, V4 Pro | GLM 5.3, Kimi K3, DeepSeek V4 Pro |
| Speed | ~35 tok/s on V4 Pro | - |
| Price | Off-peak hours at half price | $0.06–$12 in, $0.28–$60 out per 1M; DIEM staking |
| Customization | Open weights to fine-tune | - |
| Deployment | First-party API, Hugging Face weights | Serverless API, consumer app |
| Long context | 1M, 384K max output | 1M on most current models |

## FAQ

### What is the difference between DeepSeek and Venice?

DeepSeek's own API is cheap but stores data in China. Venice serves DeepSeek V4 weights under zero retention alongside 370+ other models.

### When should I choose DeepSeek over Venice?

Newest DeepSeek models the day they ship; Cache-heavy agents rereading long prefixes; Batch jobs scheduled into off-peak half-price hours.

### When should I choose Venice over DeepSeek?

DeepSeek weights without data stored in China; Switching between DeepSeek, GLM and Kimi on one key; Zero-retention and TEE inference.

### Is DeepSeek or Venice cheaper?

DeepSeek: Off-peak hours at half price. Venice: $0.06–$12 in, $0.28–$60 out per 1M; DIEM staking. The cheaper choice depends on the model and workload.

### Which has more context, DeepSeek or Venice?

DeepSeek: 1M, 384K max output. Venice: 1M on most current models.

## Running long-horizon agents?

If your agents run past 200K tokens, compare both against Subconscious: [Subconscious vs DeepSeek](https://www.subconscious.dev/compare/subconscious-vs-deepseek.md), [Subconscious vs Venice](https://www.subconscious.dev/compare/subconscious-vs-venice.md).

Full profiles: [DeepSeek](https://www.subconscious.dev/providers/deepseek.md), [Venice](https://www.subconscious.dev/providers/venice.md).