Reflection
Actively maintained
≈ 6.6kvisits/mo
Established · estimate, read Oct 19, 2026
- For
- developers and organizations wanting open-weight models for coding and agentic workloads
- Activity
- Actively maintainedsite updated 3 days ago · 46 open roles
- Company
- since 2024 · ~320 peopleper Wikidata
- Runs as
- APISelf-hosted
- Used for
- call the hosted Beam model through an API
- download open weights to fine-tune locally
- deploy models in private cloud or on-prem
- Used more than 90% of the 1,831 tools on its shelfINITE Atlas →
- On the web since 2024, older than 66% of its shelfINITE Atlas
- Hiring: 46 open rolescareers page
- Launched on Product Hunt on Oct 19, 2026Product Hunt ↗
- Founded2024per Wikidata
- Domain since2017domain registered
- People~320per Wikidata · as of 2026
- Raised$2B · Series Bper the press · 2025-10 ↗
- HeadquartersBrooklynper Wikidata
- Industryartificial intelligenceper Wikidata
Figure and bar: visits/mo, estimate · year: online since
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betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
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Sign in to leave a noteWhat is Reflection?
Open-weight coding and agent model served through an API or deployed on a customer's own infrastructure. It is listed in the Atlas under Developer tools.
Who is Reflection for?
developers and organizations wanting open-weight models for coding and agentic workloads
Do people use Reflection?
Established: ≈ 6.6k visits/mo · estimate, 2026-10.
Is Reflection still maintained?
Actively maintained: site updated 3 days ago · 46 open roles.
What are alternatives to Reflection?
In Developer tools, by use: Cloudflare, Ollama, Nebius, New Relic, AI Operator by BLACKBOX AI, Blink.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk