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Mistral AI vs Novita AI

Mistral offers a focused set of its own models with enterprise cloud reach. Novita competes on breadth and price, with 200+ open models from $0.02 per million.

By The Subconscious Team · Updated

Mistral AI vs Novita AI: key differences

Novita AI is a San Francisco inference cloud whose serverless API spans 200+ open models across LLMs, image, video, speech and embeddings, with LLM prices from $0.02 per million tokens and batch at 50% off. It serves DeepSeek V4 Pro with the full 1M context, though at about 36 tokens per second. Mistral sells only its own models: Medium 3.5 at $1.50 in and $7.50 out, Small 4 at $0.15 in and $0.60 out, and Large 3 at $0.50 in and $1.50 out, each with 256K context. Both halve prices for batch work. Novita wins on catalog breadth, context on DeepSeek and the cheapest floor. Mistral wins when Medium 3.5's coding strength is the point.

Trust and deployment split them more sharply. Mistral runs on Azure, Bedrock, Vertex AI, Snowflake and watsonx, offers EU or US regional endpoints, and added a Priority Tier with uptime SLAs in August 2026. Novita has no public SOC 2, HIPAA or VPC peering, looser serverless SLAs and Discord-based support, which rules it out for many enterprise buyers. Self-serve teams get more from Novita, though: dedicated endpoints for any Hugging Face model with hot-swappable LoRA adapters and a 99.5% SLA, a GPU cloud from RTX 3090s to H200s, and an Agent Sandbox on Firecracker microVMs. Mistral's fine-tuning API is deprecated in favor of its enterprise Forge system.

What Mistral AI and Novita AI do

Mistral AI

Mistral AI is a Paris lab that sells its models through La Plateforme, its own API, and releases most of them as open weights. It consolidated the lineup in 2026. Mistral Medium 3.5, released April 28, is a dense 128B model that merges instruction following, reasoning and coding into one set of weights, and it replaced both Devstral 2 and the Magistral reasoning models. It costs $1.50 in and $7.50 out per million tokens and scores 77.6% on SWE-Bench Verified by Mistral's count. Mistral Small 4, a 119B mixture-of-experts model with 6.5B active, costs $0.15 in and $0.60 out. Mistral Large 3, a 675B MoE under Apache 2.0, runs $0.50 in and $1.50 out. All three carry a 256K context window.

Example models: Mistral Medium 3.5, Mistral Small 4

Full Mistral AI profile

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.

Example models: DeepSeek V4 Pro, Gemma 4

Full Novita AI profile

Should you choose Mistral AI or Novita AI?

Mistral AI

Choose Mistral AI for

  • Enterprise buyers needing compliance and SLAs
  • Data residency in EU or US regions
  • Agentic coding on Medium 3.5

Novita AI

Choose Novita AI for

  • Cheapest calls across 200+ open models
  • LoRA adapters on dedicated endpoints
  • Models, GPUs and sandboxes on one bill

Mistral AI vs Novita AI at a glance

AttributeMistral AINovita AI
Model accessOpen weights, plus closed CodestralOpen weights
Flagship modelsMistral Medium 3.5, Small 4, Large 3DeepSeek V4 Pro, Gemma 4
SpeedUnknown~36 tok/s on DeepSeek V4 Pro
Price$0.15–$1.50 in, $0.60–$7.50 out per 1MFrom $0.02 per 1M; batch 50% off
CustomizationForge (enterprise); fine-tuning API deprecatedHot-swappable LoRA adapters
DeploymentAPI, Azure, Bedrock, Vertex, self-hostServerless, GPU cloud, dedicated
Long context256KFull 1M on DeepSeek V4 Pro

Frequently asked questions

What is the difference between Mistral AI and Novita AI?

Mistral offers a focused set of its own models with enterprise cloud reach. Novita competes on breadth and price, with 200+ open models from $0.02 per million.

When should I choose Mistral AI over Novita AI?

Enterprise buyers needing compliance and SLAs; Data residency in EU or US regions; Agentic coding on Medium 3.5.

When should I choose Novita AI over Mistral AI?

Cheapest calls across 200+ open models; LoRA adapters on dedicated endpoints; Models, GPUs and sandboxes on one bill.

Is Mistral AI or Novita AI cheaper?

Mistral AI: $0.15–$1.50 in, $0.60–$7.50 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, Mistral AI or Novita AI?

Mistral AI: 256K. Novita AI: Full 1M on DeepSeek V4 Pro.

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If your agents run past 200K tokens, compare both against Subconscious. Our inference stack treats a long-horizon trace as the primary workload, so speed, cost, and accuracy hold up deep into the trace.