Products

Mubit

Build reliable agents with a model for every task.

mubit.ai AI Models & Agents / Prompts, Evals & LLM Observability

AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$5/mo
Lower than 91% of peersNiche median $21.6/mo
Creators
aperi
@mubitcompany
Launched
53d ago
2026-09-23 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026 · Oct 2026 pending
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions

  • Launched on Show HN (1 pts)Launch

    Making agent decisions better and traceable — Hey all, I'm building Mubit to help agents make better decisions. Mubit is an agent decision attribution and calibration platform per user…

    Sep 23 · 53d agoLaunch page

    At the time: <5K visits/moVisits: prior 1 mo +108%, next 1 mo -42%

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2026-09-23Source
Post excerpt:
Hey all, I'm building Mubit to help agents make better decisions. Mubit is an agent decision attribution and calibration platform per user at scale. Each user's interaction affects the way agents make decisions and they usually get cluttered over time. Mubit helps you see the decisions an agent made (per user), calibrate it (run time / context layer), and ad

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

CLI / SDK
Ecosystem & integrations:
AnthropicOpenAIGemini
Exposed tool capabilities:
Model EvaluationConnect your agentsCapture traces and outcomesCalibrate the next runEvaluate changes before rolloutDownload your models
Browse developer & CLI tools →

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct39%
  • Organic Search30%
  • Referrals10%
  • Social6%
  • Other14%

Countries

  • United States100%

Search

Domain authority —Domain registered 2026-02-10

KeywordMonthly volume
mubit820
mubit ai70

Traffic data: Vaneform

Pricing

Pay as you go
$5 per 1,000 runs
Up to 2M runs a month
Enterprise
Contact sales
No limit

Trial: None · Enterprise custom tier · Observed 2026-11-03 · Pricing page

Entry price $5/mo, Lower than 91% of peers; “Prompts, Evals & LLM Observability” median is $21.6/mo.View pricing benchmark

Pages & changes

Tracked since 2026-09-23

Key pages

Weekly snapshots
mubit.ai/ Snapshot 2026-11-03

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does Mubit cost?
Pay as you go: $5 per 1,000 runs; Enterprise: Contact sales. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Mubit get?
Vaneform estimates <5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Mubit and what platforms does it support?
Mubit is catalogued under Prompts, Evals & LLM Observability: Build reliable agents with a model for every task.. Supported platforms: CLI / SDK.

Related products in this category

AI Models & Agents / Prompts, Evals & LLM Observability

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.