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Head to head · 2026

Iterate.ai vs Mirai

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

Iterate.ai

Enterprise private AI platform for building assistants, agents and AI applications that run on a company's…

3.8Not listed

Visit Iterate.ai (opens Iterate.ai in a new tab)

Mirai

Runtime, model conversion and tooling for running AI models on-device

4.0Not listed

Visit Mirai (opens Mirai in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: Iterate.ai does not list a price

  • Free plan

    Tie

    Neither has one

  • Higher rating

    Mirai

    3.8 against 4.0

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onIterate.aiMirai
Our rating3.84.0Better
Starts atNot listedNot listed
Free planNoNo
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansSee pricingSee pricing
Key features
  • Turnkey private AI assistants and agents grounded in enterprise data
  • Low-code Interplay platform for building custom AI applications and workflows
  • Agent-first Lifeboat inference engine built for high-concurrency agent workloads
  • AgentWatch governance for cost, usage and compliance visibility across AI activity
  • On-premises, VPC or edge deployment so enterprise data never leaves the company's environment
  • On-device inference engine
  • Model conversion tooling
  • macOS application
  • Command line tool
  • Cloud inference alongside on-device
Pros
  • Own infrastructure deployment keeps sensitive data and IP inside a company's environment
  • Patented technology underlying its Interplay and Generate products
  • Purpose-built inference engine addresses real agentic workload patterns beyond single prompts
  • Ships conversion tooling, not just a runtime
  • Data stays on the device
  • Covers both application and command line workflows
Cons
  • No published pricing; every deployment requires a sales conversation
  • Comparatively modest funding ($6.4M) relative to some enterprise AI competitors
  • Private, on-premises deployment needs real technical infrastructure investment
  • Pricing page returns a 404
  • Android support is announced rather than available
  • On-device inference is bounded by the device's hardware
CompanyIterate.ai, founded 2013Mirai Labs

Prices come from each vendor's pricing page, last checked 20260924. Check the vendor before you buy.

FAQ

Questions people ask

Is Iterate.ai better than Mirai?

In our reviews Iterate.ai scores 3.8 and Mirai scores 4.0. The better pick depends on the job. Iterate.ai: Enterprise private AI platform for building assistants, agents and AI applications that run on a company's own infrastructure, with an agent-first inference engine for scaling AI workloads. Mirai: Runtime, model conversion and tooling for running AI models on-device.

Which is cheaper, Iterate.ai or Mirai?

Iterate.ai: see pricing. Mirai: see pricing.

Do Iterate.ai and Mirai have free plans?

Neither lists a free plan.

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