# Crusoe vs Venice

> Venice sells private, uncensored model access with crypto-native billing. Crusoe sells infrastructure, from serverless tokens to fine-tuning and GPU clusters.

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

## How they compare

Venice is built around privacy. Open models such as GLM 5.3, Kimi K3 and DeepSeek V4 run under a private tier with contract-enforced zero data retention, and some add TEE inference or end-to-end encryption. It also proxies closed models from Anthropic, OpenAI and Google, though that tier only anonymizes the user and prices sit above direct lists. Its catalog spans 370+ models across text, image, audio and video, most current ones at 1M context. Crusoe is an infrastructure company that serves a small open-model set, including DeepSeek, GLM and Kimi, from $0.05 in and $0.20 out per million. Venice's prices range widely, from $0.06 in on GLM 4.7 Flash to $1.75 in and $5.50 out on GLM 5.3.

Beyond the API they diverge. Venice offers no fine-tuning or dedicated deployments, and its standout feature is DIEM: staked VVV tokens mint DIEM, each granting $1 of API credit that refreshes daily. That ties budget to a volatile token. Crusoe offers serverless LoRA fine-tuning, per-GPU-hour dedicated deployments, tailored SLAs and raw clusters on its own data centers, plus a cluster-wide KV cache that Crusoe claims speeds time to first token on repeated prefixes. Venice also serves uncensored fine-tunes that most hosts would filter. Choose Venice for sensitive or unrestricted prompts, Crusoe for production scale.

## What each one does

### Crusoe

Crusoe started in 2018 turning wasted natural gas into power for computing and has since become a vertically integrated AI infrastructure company: it sources energy, builds data centers and rents GPUs through Crusoe Cloud. It designed and built the Abilene, Texas campus behind the OpenAI and Oracle Stargate project, planned at 1.2 GW, and in March 2026 announced an adjacent 900 MW campus for Microsoft. On September 17, 2026 it closed the first part of a $3.9B Series F at a $30.9B post-money valuation, and it reports over 6 GW of contracted capacity. Crusoe Cloud lists GB200 NVL72, B200 and AMD MI355X by quote, with H100 at $3.90 and H200 at $4.29 per GPU-hour on demand.

### 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 Crusoe for

- Fine-tuning and deploying an open model
- High-volume agents on dedicated capacity
- Teams that need raw GPUs next to inference

### Choose Venice for

- Zero-retention inference on sensitive prompts
- Uncensored models for creative or research use
- Paying for inference with crypto or USDC

## At a glance

| Attribute | Crusoe | Venice |
|---|---|---|
| Model access | Open weights | Open weights, plus proxied closed models |
| Flagship models | DeepSeek V4, GLM 5.3, Kimi K2.6, Nemotron 3 | GLM 5.3, Kimi K3, DeepSeek V4 Pro |
| Speed | Up to 9.9x faster TTFT vs vLLM (vendor claim) | - |
| Price | $0.05–$1.74 in, $0.20–$4.40 out per 1M | $0.06–$12 in, $0.28–$60 out per 1M; DIEM staking |
| Customization | Serverless LoRA fine-tuning | - |
| Deployment | Serverless, self-serve and tailored dedicated, raw GPUs | Serverless API, consumer app |
| Long context | Varies by model; cluster-wide KV cache | 1M on most current models |

## FAQ

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

Venice sells private, uncensored model access with crypto-native billing. Crusoe sells infrastructure, from serverless tokens to fine-tuning and GPU clusters.

### When should I choose Crusoe over Venice?

Fine-tuning and deploying an open model; High-volume agents on dedicated capacity; Teams that need raw GPUs next to inference.

### When should I choose Venice over Crusoe?

Zero-retention inference on sensitive prompts; Uncensored models for creative or research use; Paying for inference with crypto or USDC.

### Is Crusoe or Venice cheaper?

Crusoe: $0.05–$1.74 in, $0.20–$4.40 out per 1M. 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, Crusoe or Venice?

Crusoe: Varies by model; cluster-wide KV cache. Venice: 1M on most current models.

## Running long-horizon agents?

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

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