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Tools💻 Code & DevelopmentMillion
Million

Million

Contact Sales

Prove AI code works with agentic verification tools.

By Tanmay Verma, Founder · Last verified 03 Jul 2026

0 views
Added 6d ago
75/100Safe Bet
Visit Website

In short

Million — Prove AI code works with agentic verification tools. Best for Engineering teams using AI coding agents, Agent infrastructure builders, Companies deploying AI-generated code in production. Contact Sales pricing.

Compared withvs Voyage Aivs Spider Cloudvs Temporal Ai

Is Million actually worth it?

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See what real users actually say. We scan live discussions, reviews and complaints across the web and hand you an honest verdict — in under a minute.

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Editorial Verdict

Best for
Engineering teams using AI coding agentsAgent infrastructure buildersCompanies deploying AI-generated code in production
Not ideal for
Individual developers seeking a free code generation toolTeams needing a full-featured IDE pluginUsers looking for pre-built model hosting or API servicesLow-code or no-code users

Million addresses a critical gap in AI-assisted development—verification—but is still early stage. The team's open-source pedigree and backing lend credibility, but limited public detail means buyers must engage directly.

Compare with: Million vs Bito, Million vs LangSmith, Million vs Chrome DevTools MCP

Last verified: July 2026

What independent users actually report about Million

We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.

82 mentions across 6 sources (Hacker News, Product Hunt, App Store, GitHub, Lemmy, Tech Press).

6% positive94% critical
Recurring strengths
  • +Backed by Y Combinator W24 and notable investors like Scott Wu.
  • +Team has a track record of successful open-source projects.
  • +Addresses a critical gap: verifying AI-generated code works.
  • +Targets a high-value problem for teams using AI coding agents.
  • +High-level positioning is clear and compelling.
Recurring frustrations
  • −No verifiable community feedback or user reviews exist.
  • −There are no documented integrations or platform support details.
  • −Pricing is contact-only, no transparency on costs.
  • −Other products with the same name cause confusion in reviews.
  • −Product Hunt reviews for a different 'Million' app show customer support issues.
Patterns worth knowing
Name confusion with other products leads to mixed or irrelevant feedback
Seen on Hacker News, Product Hunt, App Store
Strong team and investor backing creates positive expectations
Seen on Hacker News
Verification tool has zero community exposure or user testing
Seen on Hacker News
Learning curve
beginnerProductive in ~Unknown
Hidden costs people mention
  • • No public pricing; potential for high enterprise costs

Viability Score

75/100
Safe Bet

How likely is Million to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.

momentum
55
funding runway
70
website health
90
wrapper dependency
100

Last calculated: July 2026

How we score →

Key Features

  • Verification of AI-generated code correctness
  • Integration with AI coding agents
  • Production-ready validation tools
  • Backed by Y Combinator W24
  • Open-source lineage from high-performance projects
  • Targeted at agent verification use cases
  • Designed for teams using AI coding workflows

About Million

Contact SalesAdvancedNo APICLI · Plugin

Million Software, Inc. tackles the hardest problem in AI coding: proving the code actually works. The company builds tooling for agent verification, ensuring that code produced by AI agents is correct, safe, and reliable. Founded by a small team with a track record of mass-adopted open-source projects like React Scan, React Doctor, and Million.js (which outperforms React's virtual DOM), Million is backed by Y Combinator (W24) and notable investors including Scott Wu, Amjad Masad, Evan You, and David Cramer. Million's primary offering is a suite of verification tools designed for developers and teams using AI coding agents. These tools integrate into existing workflows to validate that AI-generated code meets correctness and security standards before deployment. The exact mechanisms—whether static analysis, runtime checks, or formal verification—are not fully detailed on the homepage, but the focus is on moving beyond code generation to ensuring generated code works. The target audience includes engineering teams adopting AI-assisted development, agent builders, and companies deploying AI-generated code in production. Million differentiates itself by addressing the verification gap left by other AI coding tools, which often generate code without robust guarantees. By building on the team's experience with high-performance open-source tools, Million aims to deliver production-ready solutions that scale. In a landscape where AI coding speed is ahead of quality assurance, Million positions itself as the missing verification layer. The company's emphasis on 'proving the code actually works' suggests a rigorous, testing-oriented approach that could appeal to safety-critical or regulated industries, though the current evidence is limited to the homepage's high-level positioning.

Behind the Verdict

Million picks up where AI code generators drop off. Generating code is table stakes; proving that code won't blow up in production is the real differentiator. The founders have proven they can build performant open-source tools, which suggests they understand developer pain points deeply. We'd consider Million if we were running an agent-heavy development pipeline and needed a layer of validation that goes beyond unit tests or linters. The tool looks positioned to catch the kind of subtle bugs that AI models introduce—hallucinated APIs, inconsistent state, security vulnerabilities. Where we'd pass: if you need a ready-to-use IDE plugin, a code generation assistant, or a hosted model API. Million is not that. It's also not for individual developers who just want to generate snippets; it's for teams shipping AI-generated code to production. Compared to other AI coding tools (like GitHub Copilot, Cursor, or Codeium), Million doesn't generate code—it verifies it. That's a fundamentally different sell. Competitors focus on speed; Million focuses on safety. The lack of public demos or documentation makes it hard to evaluate, though. One caveat: the website gives almost no technical detail—no API docs, no sample workflows, no pricing. That's fine for a pre-launch company, but it means buyers must reach out to evaluate fit. If you're in a regulated industry, the team's background might be enough to justify a conversation, but most developers will want to see proof before committing.

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Use Cases

  • Verify correctness of code generated by AI coding agents before deployment.
  • Integrate verification checks into CI/CD pipelines for AI-generated code.
  • Build safer agent workflows by validating each code output.
  • Reduce manual review overhead in AI-assisted development teams.
  • Ensure production reliability when scaling AI agent usage.

Limitations

  • No publicly available pricing, API, or detailed documentation.
  • The tool appears to be in an early access or private beta stage, requiring direct contact for any concrete usage.

Resources & Guides

  • Resourcemillion.dev

    Home · Million

    Helpful link from million.dev

Frequently Asked Questions

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Details

Pricing
Contact Sales
Skill Level
Advanced
Platforms
CLI, Plugin
API Available
No
Pricing & overview verified
6d ago

Categories

💻 Code & Development⚙️ Developer Infrastructure

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Official Website
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