Products

Matflow

AI-native

Small experimental data in. Ranked candidates out.

matflow.celaron.com SourceIndustry Software / Manufacturing & Industrial

AI Benchmark
Mobile
Monthly visits
<5K
Oct 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$99/mo
Higher than 73% of peersNiche median $41.879999999999995/mo
Launched
56d ago
2026-09-20 · Est.

Traffic

Last 12 months
Monthly visitsData through Oct 2026
Events1 marketing move

Marketing moves

Launches, search & content, referrals, promotions
  • Launched on Product HuntLaunch

    Physics-backed AI for chemistry and materials R&D

    Sep 20 · 56d agoLaunch page

    At the time: <5K visits/mo

Open Source & Agent Ecosystem

GitHub · MCP / Skill
Last commit 2026-09-19
GitHub Stars
Public repo
Forks
—
License
See repository
Primary language
—

Traffic sources

Oct 2026

Traffic breakdown

Channels

No data yet

Countries

No data yet

Search

Domain authority —Domain registered 2025-03-19

No search keyword data for this website yet.

Traffic data: Vaneform

Pricing

Free
$0
300 compute credits / mo · 100 credits / week cap · 5 datasets · 2 campaigns · 10 copilot/mo
Starter
$99/mo
50,000 compute credits / mo · 12,500 credits / week cap · 50 datasets · 50 campaigns · 200 copilot/mo
Pro
$349/mo
250,000 compute credits / mo · 60,000 credits / week cap · 500 datasets · 500 campaigns · 1,000 copilot/mo
Enterprise
$999/mo
1,000,000 compute credits / mo · 250,000 credits / week cap · 5,000 datasets · 5,000 campaigns · 5,000 copilot/mo
Academic / Student
Unknown

Trial: None · 3 paid tiers ($99–$999) · Observed 2026-11-07 · Pricing page

Entry price $99/mo, Higher than 73% of peers; “Manufacturing & Industrial” median is $41.879999999999995/mo.View pricing benchmark

Pages & changes

Tracked since 2026-09-20

Key pages

Weekly snapshots
matflow.celaron.com/ Snapshot 2026-11-07

Changes

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

Questions & evidence

How much does Matflow cost?
Free: $0; Starter: $99/mo; Pro: $349/mo; Enterprise: $999/mo; Academic / Student: Unknown. Observed 2026-11-07. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does Matflow get?
Vaneform estimates <5K website visits in 2026-10. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is Matflow and what platforms does it support?
Matflow is catalogued under Manufacturing & Industrial: Small experimental data in. Ranked candidates out.. Supported platforms: CLI / SDK, API.
Is Matflow open source?
Matflow has a public repository (https://github.com/basil9584/matflow-playbooks) with its source repository published.Source

Related products in this category

Industry Software / Manufacturing & Industrial

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