# Cohere vs Novita AI

> Novita undercuts on price across 200+ open models and a GPU cloud. Cohere costs more but offers on-prem deployment and compliance Novita lacks.

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

## How they compare

On price and breadth, Novita is hard to beat. Its serverless API covers 200+ open models across text, image, video, speech and embeddings, with LLMs from $0.02 per million tokens, batch at 50% off and full 1M context on DeepSeek V4 Pro. It speaks both OpenAI and Anthropic formats and often has new open models on day zero, as with Gemma 4. Cohere's cheapest model, Command R7B, starts at $0.0375 in, and Command A runs $2.50 in and $10 out with 256K context. Command A+ trails the latest DeepSeek and GLM models on agentic coding, and Novita hosts those models.

Cohere's case is enterprise readiness. It deploys in a customer VPC or fully on-prem with fine-tuning inside that boundary, and it sells through Bedrock, Azure and OCI. Novita has no public SOC 2, HIPAA or VPC peering, looser serverless SLAs and Discord-based support, which rules it out for many regulated buyers. Novita does offer dedicated endpoints for any Hugging Face model with a 99.5% SLA, hot-swappable LoRA adapters, GPUs from RTX 3090s to H200s, and an Agent Sandbox on Firecracker microVMs. Cohere's Embed 4 and Rerank 4 remain a stronger retrieval pairing than Novita's general embedding models.

## What each one does

### Cohere

Cohere is a Toronto-based lab that sells models and platforms to banks, governments and large enterprises rather than consumers. Its generative line is the Command family. Command A+, released May 20, 2026, is a 218B-parameter mixture-of-experts model with 25B active, published under Apache 2.0 with a 128K context window, and it combines reasoning, vision, translation and tool use in one set of weights. Command A has a 256K window and lists at $2.50 in and $10 out per million tokens, while Command R7B costs $0.0375 in. June 2026 added North Mini Code, a 30B Apache 2.0 coding model, and the lineup also includes Aya multilingual models and Transcribe for speech.

### Novita AI

Novita AI is a San Francisco inference cloud founded in late 2023 by Frank Lewis and Junyu Huang, and it competes on price and breadth. Its serverless API covers 200+ open models across LLMs, image, video, speech, voice cloning and embeddings, with LLM prices starting at $0.02 per million tokens. The API speaks both OpenAI and Anthropic formats. It became an official Hugging Face Inference Partner in April 2026 and was the day-zero launch partner for Google's Gemma 4.

## Which is best, and when

### Choose Cohere for

- Compliance-bound teams needing VPC or on-prem
- Production reranking in enterprise search
- Procurement through an existing cloud contract

### Choose Novita AI for

- Lowest-cost calls on current open models
- Indie apps mixing LLM, image and speech
- Agent sandboxes and GPUs on the same bill

## At a glance

| Attribute | Cohere | Novita AI |
|---|---|---|
| Model access | Closed, plus open Command A+ | Open weights |
| Flagship models | Command A+, Command A, Embed 4, Rerank 4 | DeepSeek V4 Pro, Gemma 4 |
| Speed | 375 tok/s on Command A+ W4A4, per Cohere | ~36 tok/s on DeepSeek V4 Pro |
| Price | $0.0375–$2.50 in, $0.15–$10 out per 1M | From $0.02 per 1M; batch 50% off |
| Customization | Enterprise fine-tuning, incl. private | Hot-swappable LoRA adapters |
| Deployment | API, Bedrock, Azure, OCI, VPC, on-prem | Serverless, GPU cloud, dedicated |
| Long context | 256K on Command A; 128K on A+ | Full 1M on DeepSeek V4 Pro |

## FAQ

### What is the difference between Cohere and Novita AI?

Novita undercuts on price across 200+ open models and a GPU cloud. Cohere costs more but offers on-prem deployment and compliance Novita lacks.

### When should I choose Cohere over Novita AI?

Compliance-bound teams needing VPC or on-prem; Production reranking in enterprise search; Procurement through an existing cloud contract.

### When should I choose Novita AI over Cohere?

Lowest-cost calls on current open models; Indie apps mixing LLM, image and speech; Agent sandboxes and GPUs on the same bill.

### Is Cohere or Novita AI cheaper?

Cohere: $0.0375–$2.50 in, $0.15–$10 out per 1M. Novita AI: From $0.02 per 1M; batch 50% off. The cheaper choice depends on the model and workload.

### Which has more context, Cohere or Novita AI?

Cohere: 256K on Command A; 128K on A+. Novita AI: Full 1M on DeepSeek V4 Pro.

## Running long-horizon agents?

If your agents run past 200K tokens, compare both against Subconscious: [Subconscious vs Cohere](https://www.subconscious.dev/compare/subconscious-vs-cohere.md), [Subconscious vs Novita AI](https://www.subconscious.dev/compare/subconscious-vs-novita-ai.md).

Full profiles: [Cohere](https://www.subconscious.dev/providers/cohere.md), [Novita AI](https://www.subconscious.dev/providers/novita-ai.md).