Companies129 Funding$50B Rounds107 ▲2 mo Investors112 Eng roles3057 ● updated 1m ago
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Reflex

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Reflex

☆ Watch

Our hybrid approach combines your business expertise with our platform and engineers to build software, agents, and workflows around your data and operations. observed

Series A fresh · evidence today 13 sources 48% confidence
55.9/100
Venture signal
scored above 74% of early peers
Outlook Stable
Why this score? ↓

What we have established three decisions, kept apart

  1. 1 Identity verified Not recorded

    No person- or entity-level identity check is on record for this company. A name match is not one.

  2. 2 In the ranked index Yes

    The ranked index lists private AI companies with two or more independent sourced evidence families; its Early-stage view also leaves out rounds of $100M or more that no source assigns a stage. This profile is listed in the ranked index. It is a statement about evidence and mandate, and about nothing else.

  3. 3 Fit for a seed/Series-A sourcing buyer Fit not established

    We have not established fit. That is not a soft no and not a soft yes — it is unknown, and it is never counted as a qualified prospect.

    UNKNOWN (not a soft no, never counted as qualified). Blocker: Stage leg holds (series_a, source-stated latest round) but no named institutional investor is held with its source (funding.round.lead_investors + source_url). Absence is not a negative (A20); UNKNOWN until backing is evidenced.

    Venture backing: not found · Stage band: series_a — stated by the held funding source (https://siliconangle.com/2026/10/29/reflex-raises-15m-to-help-enterprises-replace-generic-third-party-software-with-custom-business-apps/), announced 2026-10-29

    Assessed 2026-11-12 for seed/Series-A sourcing.

Funding
$14M
2026-10-29
Adoption
no signal
downloads / week
Developer
80.4
momentum / 100
Hiring
no board
eng openings
Commercial
sales-led
homepage

Traction

Latest cited round

Opportunity & risk

↗ Strongest signal: funding_recency (19% of the score).

↓ Scored on 3 of 4 components — adoption had no computable metric; confidence 0.48.

9 independent sources 0 promoted signals inspect the evidence →

The skeptic's read what this company has said, judged against what happened

4 claims on record 0 verified 0 contradicted 4 not evaluated

Not evaluated ≠ false — the deadline or the evidence hasn't arrived. A forecast with no target date cannot be graded and is counted as insufficient temporal evidence. Nothing here is editorial: every count is a ledger row you can open on the Proof page.

Evaluation

How it's evaluated Four independent layers ▾

No single number decides. Layers can disagree — that's the point. New to this? →

Platform score derived
56/100
Founder self-assessment claimed
11/100
Investor ratings opinion
—
Expert ratings opinion
—
Rate this company Investor or expert role required ▾
—/5 · 0 investors

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Technology 3 of 4 signals present ▾
Primary language
Python observed
GitHub stars
29020 observed
Forks
1838 observed
Weekly downloads (npm)
not provided
Team & hiring No signals collected yet ▾
No team & hiring data yet. This category is part of the record and will populate as evidence is collected or the founder provides it.
Market & funding stage 3 of 3 signals present ▾
Latest round stage (as stated)
series_a observed
Latest round amount
$14M observed
Latest round announced
2026-10-29 observed
Timeline 1 events ▾
  1. 2026-10-29 series_a · $14M

Evidence & scoring

Why this score? none_required ▾

VentureSignalScore 55.9/100 for reflex, composed from 3 of 4 components (index v0 cross-signal), discounted ×0.91 for 70% signal coverage

ComponentWeightNormalizedContribution
funding_recency 0.2 0.9594 0.1919
funding_magnitude 0.3 0.2585 0.0775
developer 0.2 0.804 0.1608

Evidence this score rests on

Capital timeline every dated signal, across tiers

  1. reported $14M reported (series a) ↗
  2. SEC · primary SEC D/A filed ↗
  3. SEC · primary SEC D filed ↗
  4. SEC · primary SEC D filed ↗

Narrative vs. reality No SEC filing found for this round

Reported narrative · Tier 2
$14M series a
announced 2026-10-29 · source ↗
Filed reality · Tier 0 · SEC
3 Form D
latest filed 2011-07-21 · none near the reported round

An evidence gap, not proof of falsity: Form D is not always required (foreign offerings, certain exemptions) or may not be filed yet.

Regulatory filings SEC EDGAR · primary source

Form D filings — the company's own authoritative record of a Reg D private raise, filed with the SEC. Primary-source evidence: not commentary, not inference. 3 filings, latest filed 2011-07-21. A Form D is filed after the sale, so the filing date is when the notice reached the SEC — not when the round closed. Where the issuer stated a first-sale date it is shown beside it, and a D/A amends an earlier offering rather than reporting a new one.

Financing events four different events, four different dates

A first sale, a filing, an amendment and a public announcement are not the same event, and one date may not stand in for another. Where the latest financing date cannot be established from what we hold, this says unknown rather than substituting a date we do have.

Latest established financing date
2026-10-29
Money moved on or after
2026-10-29
Total reported by
2011-07-21
Basis
reported round

A reported round dated 2026-10-29 by its own source.

Community chatter Hacker News · Tier 3 · unverified manip. risk low · 0.01

Gray-market attention, not quality. 2+ HN mentions (peak 7 points). Claim-shaped headlines are rumors until corroborated — a Tier-3 factual claim carries no evidentiary weight on its own. Risk drivers: some SEC filings on record. ▲ 7 Reflex v0.8.0 – Refactoring for Performance 2025-07-21 ↗

Raw observations 63 records ▾
AttributeValueKindSourceObservedStateConf.
ai.document.claims {"claims": [{"claim": "Reflex is used by the World Bank for internal dashboards and a document chatbot.", "quote": "Internal dashboards and a document chatbot, running in the Bank’s own cloud.", "topi observed artifact ↗ 2026-11-12 promoted 0.50
buyer_fit.assessment {"buyer": "seed/Series-A sourcing", "method": "Backlog pass 2026-10-24: applied the record_buyer_fit.ts fit rule to this company's held primary-source financing evidence (funding.round.* / sec.form_d. observed assessment 2026-11-12 normalized 0.90
buyer_fit.status unknown observed assessment 2026-11-12 normalized 0.90
common_name Reflex observed artifact ↗ 2026-10-29 normalized 0.90
common_name Reflex observed artifact ↗ 2026-11-12 normalized 0.60
community.hn.max_points 7 observed artifact ↗ 2026-11-12 normalized 0.20
community.hn.mentions 2 observed artifact ↗ 2026-11-12 normalized 0.20
community.hn.rumors [] observed artifact ↗ 2026-11-12 normalized 0.20
community.hn.top_story {"url": "https://news.ycombinator.com/item?id=44638913", "title": "Reflex v0.8.0 – Refactoring for Performance", "points": 7, "created_at": "2025-07-21"} observed artifact ↗ 2025-07-21 normalized 0.20
description Our hybrid approach combines your business expertise with our platform and engineers to build software, agents, and workflows around your data and operations. observed artifact ↗ 2026-11-12 normalized 0.70
domain reflex.dev observed artifact ↗ 2026-11-12 normalized 0.95
funding.round.amount_usd 14000000 observed artifact ↗ 2026-10-29 normalized 0.90
funding.round.announced_on 2026-10-29 observed artifact ↗ 2026-10-29 normalized 0.90
funding.round.lead_investors [] observed artifact ↗ 2026-10-29 normalized 0.90
funding.round.source_url https://siliconangle.com/2026/10/29/reflex-raises-15m-to-help-enterprises-replace-generic-third-party-software-with-custom-business-apps/ observed artifact ↗ 2026-10-29 normalized 0.90
funding.round.stage series_a observed artifact ↗ 2026-10-29 normalized 0.90
gate.accumulation {"outcome": "document_created", "obs_count": 27, "source_id": "01M78J80XQ1QGZCXN9ZHWXD9B3", "trigger_path": "accumulation_gate", "collector_count": 3, "artifact_collector": "website_collector"} observed artifact ↗ 2026-11-12 normalized 0.60
github.repository.archived false observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.created_at 2022-10-25T03:08:48Z observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.default_branch main observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.description 🕸️ Web apps in pure Python 🐍 observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.disabled false observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.forks 1838 observed artifact ↗ 2026-11-12 normalized 0.60
github.repository.full_name reflex-dev/reflex observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.license Apache-2.0 observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.open_issues 373 observed artifact ↗ 2026-11-12 normalized 0.60
github.repository.primary_language Python observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.pushed_at 2026-11-12T18:19:32Z observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.stars 29020 observed artifact ↗ 2026-11-12 normalized 0.60
github.repository.topics ["dashboard", "data-analysis", "data-science", "data-visualization", "developer-tools", "framework", "fullstack", "gui", "open-source", "python", "webapp"] observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.updated_at 2026-11-12T18:13:19Z observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.url https://github.com/reflex-dev/reflex observed artifact ↗ 2026-11-12 normalized 0.90
github.repository.visibility public observed artifact ↗ 2026-11-12 normalized 0.90
metric.developer.fork_ratio 0.0633 derived calc 2026-11-12 derived 0.60
metric.developer.push_recency_days 0.03 derived calc 2026-11-12 superseded 0.90
metric.developer.push_recency_days 0.0597 derived calc 2026-11-12 superseded 0.90
metric.developer.push_recency_days 0.1546 derived calc 2026-11-12 derived 0.90
metric.developer.repo_age_days 1479.6625 derived calc 2026-11-12 superseded 0.90
metric.developer.repo_age_days 1479.6921 derived calc 2026-11-12 superseded 0.90
metric.developer.repo_age_days 1479.7871 derived calc 2026-11-12 derived 0.90
metric.venture.funding_amount_usd 14000000 derived calc 2026-10-29 derived 0.90
metric.venture.funding_recency_days 0.7174 derived calc 2026-10-29 superseded 0.90
metric.venture.funding_recency_days 14.6547 derived calc 2026-11-12 superseded 0.90
metric.venture.funding_recency_days 14.7123 derived calc 2026-11-12 superseded 0.90
metric.venture.funding_recency_days 14.7936 derived calc 2026-11-12 superseded 0.90
metric.venture.funding_recency_days 14.8232 derived calc 2026-11-12 superseded 0.90
metric.venture.funding_recency_days 14.9182 derived calc 2026-11-12 derived 0.90
platform.visibility published observed inclusion 2026-11-12 normalized 1.00
score.developer_momentum 80.5 derived calc 2026-11-12 superseded 0.48
score.developer_momentum 80.4 derived calc 2026-11-12 derived 0.48
score.venture_signal 47.1 derived calc 2026-10-29 superseded 0.60
score.venture_signal 45.8 derived calc 2026-11-12 superseded 0.60
score.venture_signal 56 derived calc 2026-11-12 superseded 0.38
score.venture_signal 55.9 derived calc 2026-11-12 derived 0.38
sec.cik 0001461765 observed artifact ↗ 2026-11-12 normalized 0.99
sec.form_d.count 3 observed artifact ↗ 2011-07-21 normalized 0.99
sec.form_d.filings [{"cik": "0001461765", "form": "D/A", "filed": "2011-07-21", "accession": "0001461765-11-000003", "index_url": "https://www.sec.gov/Archives/edgar/data/1461765/000146176511000003/0001461765-11-000003- observed artifact ↗ 2011-07-21 normalized 0.99
sec.form_d.latest_filed 2011-07-21 observed artifact ↗ 2011-07-21 normalized 0.99
sec.form_d.related_persons {"filed": "2011-07-21", "persons": [{"last_name": "Futrell", "first_name": "Preston", "clarification": "Manager, President and Chief Executive Officer", "relationships": ["Executive Officer"]}, {"last observed artifact ↗ 2011-07-21 normalized 0.99
source.document.reference {"kind": "document", "title": "reflex: Reflex · Build the software you wish existed", "source_id": "01M78J80XQ1QGZCXN9ZHWXD9B3", "extract_ref": "artifact:sha256:30a50172bed526763e56ac18e8ccc5fff14c710 observed artifact ↗ 2026-11-12 normalized 0.95
website_url https://reflex.dev observed enrichment 2026-11-12 normalized 0.85
website_url https://reflex.dev observed artifact ↗ 2026-11-12 normalized 0.95
website.homepage.has_pricing_link false observed artifact ↗ 2026-11-12 normalized 0.80