RunPod
Developer-focused GPU cloud (serverless GPUs, pods) aggregating capacity across 31 regions; >1M developers.
www.runpod.io · Record collected 25 Sept 2026
Profile from NeoCloud Observatory research (snapshot 2026-09-25); every figure links to its original source.
Profile
- Headquarters
- United States
- Founded
- Not yet recorded
- Ownership
- private
- Operating regions
- North America
- Deployment model
- gpu hour rental, inference as a service
- GPU vendors
- Not yet recorded
- GPU generations
- Not yet recorded
- Networking
- Not yet recorded
- Storage
- Not yet recorded
- Cooling
- Not yet recorded
- Energy strategy
- Not yet recorded
- Platform / control plane
- Serverless GPU endpoints, Pods + serverless API
- Business model
- Pay-as-you-go developer GPUs.
- Differentiation
- Not yet recorded
Sources: PR Newswire (RunPod) — Runpod Raises $100M Led by Summit Partners, TechCrunch — AI cloud startup Runpod hits $120M in ARR
Capacity register
Each sourced figure with its maturity and MW type. Figures of different types are not added together.
No sourced capacity figures recorded.
Disclosed customer contracts
No disclosed customer contracts recorded.
Financing & M&A
| Date | Type | Amount | Detail |
|---|---|---|---|
| 24 Jun 2026 | equity | $100.0M | RunPod — Growth Investors: Summit Partners Source: PR Newswire (RunPod) — Runpod Raises $100M Led by Summit Partners |
| 1 May 2024 | equity | $20.0M | RunPod — Seed Investors: Dell Technologies Capital, Intel Capital Source: TechCrunch — AI cloud startup Runpod hits $120M in ARR |
Neocloud Observatory
Evidence-scored analysis
Category C · GPU Cloud · data quality 58.6/100 · snapshot 25 Sept 2026
Capacity by maturity (MW)
Each stage is reported separately and never added together. Announced GPUs never count as operational.
- Operational Unknown
- Under construction Unknown
- Contracted Unknown
- Secured Unknown
- Announced Unknown
- Stated pipeline Unknown
- Company target Unknown
- GPUs operational
- Unknown
- GPUs contracted
- Unknown
- GPUs announced
- Unknown
Financial position
- Annualised revenuereported run-rate
- $240M
- Revenue growth (YoY)
- Unknown
- Backlog
- Unknown
- Disclosed contract value
- Unknown
- Valuationpost money funding valuation
- $1B
- Equity raised (captured)
- $120M
- Debt raised (captured)
- Unknown
- Total debt (reported)
- Unknown
- Hyperscaler credit supportnot cash raised
- Unknown
Scorecard
score-v1.0 · 0–100 · scores with under 34% evidence coverage stay empty
Business Model Quality 42 evidence coverage 75%
- contracted revenue model: 45 (weight 0.4) — spot/on-demand oriented
- model diversity: 44 (weight 0.2) — gpu_hour_rental, inference_as_a_service
- margin: unknown (weight 0.25) — no margin data
- software upside: 30 (weight 0.15) — 2 software layers
Capital Access 28 evidence coverage 90%
- total capital raised: 23 (weight 0.3) — $120M equity+debt captured
- raised last 12m: 22 (weight 0.25) — $100M in 12m
- valuation: 33 (weight 0.2) — post_money_funding_valuation valuation $1.00B
- strategic backers: 40 (weight 0.15) — 3 investors known
- cost of debt: unknown (weight 0.1) — no rate disclosed
Competitive Moat 20 evidence coverage 55%
- physical control: 10 (weight 0.3) — power/land/DC control
- software depth: 32 (weight 0.25) — 2 software layers
- contracted lock in: unknown (weight 0.25) — backlog/contract value UNKNOWN
- operational reputation: unknown (weight 0.2) — not rated
Concentration Risk (higher = riskier) Insufficient evidence evidence coverage 0%
- top customer share: unknown (weight 0.8) — UNKNOWN
- few customers: unknown (weight 0.2) — 0 disclosed customers
Customer Diversification Insufficient evidence evidence coverage 0%
- top customer share: unknown (weight 0.6) — concentration UNKNOWN
- distinct customers: unknown (weight 0.4) — 0 disclosed customer relationships
Customer Quality Insufficient evidence evidence coverage 0%
- hyperscaler or lab: unknown (weight 0.5) — 0 disclosed customers
- contracted value: unknown (weight 0.5) — disclosed contract value UNKNOWN
Execution Risk (higher = riskier) Insufficient evidence evidence coverage 0%
- build to operating ratio: unknown (weight 0.45) — 0 MW to build vs 0 MW operating
- soft pipeline share: unknown (weight 0.25) — 0 MW secured/announced/speculative
- organisational youth: unknown (weight 0.3) — founded UNKNOWN
Financial Durability 41 evidence coverage 40%
- revenue scale: 42 (weight 0.3) — annualised revenue $240M (reported run-rate)
- net margin: unknown (weight 0.2) — no margin data
- cash: unknown (weight 0.2) — cash UNKNOWN
- backlog coverage: unknown (weight 0.2) — no backlog/revenue
- public disclosure: 40 (weight 0.1) — private
Financial Risk (higher = riskier) 30 evidence coverage 40%
- losses: unknown (weight 0.3) — no margin data
- debt to revenue: unknown (weight 0.3) — no debt/revenue data
- reliance on new capital: 13 (weight 0.25) — 12m capital raised / revenue 0.4x
- revenue scale inverse: 58 (weight 0.15) — revenue $240M
Geographic Position 29 evidence coverage 100%
- countries: 18 (weight 0.6) — United States
- sovereign positioning: 45 (weight 0.4) — no sovereign positioning
GPU Supply Position Insufficient evidence evidence coverage 0%
- gpu fleet and contracted: unknown (weight 0.4) — 0 GPUs operational+contracted
- vendor relationship: unknown (weight 0.3) — no strategic vendor tie evidenced
- latest generation: unknown (weight 0.3) — no GPU model data
Growth Momentum 5 evidence coverage 35%
- revenue growth yoy: unknown (weight 0.4) — no growth data
- capacity momentum: unknown (weight 0.25) — 0 MW contracted/under construction
- recent major events: 0 (weight 0.2) — 0 major confirmed events in 180d
- capital raised 12m: 11 (weight 0.15) — raised $100M in 12m
Infrastructure Execution Insufficient evidence evidence coverage 0%
- delivered projects: unknown (weight 0.4) — 0/0 tracked projects (partially) operational
- operational share of hard mw: unknown (weight 0.4) — 0 of 0 hard MW operational
- building now: unknown (weight 0.2) — 0 under construction
Management Execution Insufficient evidence evidence coverage 30%
- delivered capacity: unknown (weight 0.5) — 0 MW delivered to date
- milestones 180d: 0 (weight 0.3) — 0 confirmed major milestones (180d)
- disclosure discipline: unknown (weight 0.2) — private
Operational Capacity Insufficient evidence evidence coverage 0%
- operational mw: unknown (weight 0.65) — operational MW UNKNOWN
- operational gpus: unknown (weight 0.35) — operational GPUs UNKNOWN
Power Pipeline Quality Insufficient evidence evidence coverage 20%
- weighted pipeline mw: unknown (weight 0.5) — ladder-weighted 0 MW
- hard share: unknown (weight 0.3) — no MW data
- physical power control: 10 (weight 0.2) — physical-layer control 10/100
Software Platform Maturity 55 evidence coverage 75%
- software layers: 32 (weight 0.5) — cloud_api, inference
- software control: 100 (weight 0.25) — software-layer control 100/100
- independent rating: unknown (weight 0.25) — not rated
Strategic Partnerships 30 evidence coverage 40%
- vendor equity: 30 (weight 0.4) — no vendor equity evidenced
- hyperscaler ties: unknown (weight 0.4) — none evidenced
- exemplar or rating: unknown (weight 0.2) — n/a
Technical Differentiation 0 evidence coverage 70%
- differentiators: 0 (weight 0.7) — no clear differentiator evidenced
- independent rating: unknown (weight 0.3) — not rated
Technical Strength Insufficient evidence evidence coverage 25%
- independent rating: unknown (weight 0.45) — not rated
- exemplar cloud: unknown (weight 0.15) — n/a
- fabric evidence: unknown (weight 0.15) — fabric UNKNOWN
- stack documentation: 24 (weight 0.25) — 2 technology layers evidenced
Vertical Integration Insufficient evidence evidence coverage 0%
- stack control: unknown (weight 1) — 4 of 12 layers evidenced; 8 UNKNOWN
Career Opportunity 32 evidence coverage 71%
- growth momentum: 5 (weight 0.2) — Growth Momentum
- capital access: 28 (weight 0.15) — Capital Access
- technical strength: unknown (weight 0.12) — Technical Strength
- software platform maturity: 55 (weight 0.12) — Software Platform Maturity
- power pipeline quality: unknown (weight 0.1) — Power Pipeline Quality
- geographic position: 29 (weight 0.06) — Geographic Position
- strategic partnerships: 30 (weight 0.08) — Strategic Partnerships
- hiring: unknown (weight 0.07) — open roles (public boards)
- inv financial risk: 70 (weight 0.1) — 100 - financial risk
Data Quality 59 evidence coverage 35%
- dq coverage: unknown (weight 0) — 0.353
- dq avg confidence: unknown (weight 0) — 0.778
- dq primary source pct: unknown (weight 0) — 0.5
- dq freshness days: unknown (weight 0) — 0
- dq conflicts: unknown (weight 0) — 0
- dq missing count: unknown (weight 0) — 11
Worth Investigating? (not investment advice) 14 evidence coverage 52%
- growth momentum: 5 (weight 0.18) — Growth Momentum
- technical differentiation: 0 (weight 0.12) — Technical Differentiation
- customer quality: unknown (weight 0.12) — Customer Quality
- power pipeline quality: unknown (weight 0.12) — Power Pipeline Quality
- capital access: 28 (weight 0.12) — Capital Access
- strategic partnerships: 30 (weight 0.1) — Strategic Partnerships
- technical strength: unknown (weight 0.08) — Technical Strength
- infrastructure execution: unknown (weight 0.08) — Infrastructure Execution
- operational capacity: unknown (weight 0.08) — Operational Capacity
- novelty bonus: 0 (weight 0.3) — company ≤3 years old
Overall Scale Potential Insufficient evidence evidence coverage 25%
- power pipeline quality: unknown (weight 0.3)
- capital access: 28 (weight 0.25)
- customer quality: unknown (weight 0.2)
- operational capacity: unknown (weight 0.15)
- vertical integration: unknown (weight 0.1)
Overall Survival Probability (5y, %) 69 evidence coverage 57%
- model: unknown (weight 1) — logistic(durability, capital access, customer quality, risks)
Forecasts (rule-based, P10–P90)
| Horizon | Operational MW | Annualised revenue |
|---|---|---|
| 12 months | Unknown | $312M ($272.4M–$337.2M) |
| 24 months | Unknown | $388.4M ($302.4M–$448.7M) |
| 36 months | Unknown | $473.9M ($332.4M–$582.1M) |
| 60 months | Unknown | $690M ($397.1M–$952M) |
Stored in an immutable prediction ledger and scored against reported outcomes when they fall due. Predictions, not facts.
Outcome probabilities
| Outcome | 12 mo | 24 mo | 36 mo | 60 mo |
|---|---|---|---|---|
| Remain independent | 78% | 58% | 39% | 7% |
| Acquired | 11% | 21% | 30% | 44% |
| Merge | 3% | 6% | 9% | 14% |
| Fail | 8% | 16% | 22% | 34% |
| IPO | 4% | 8% | 12% | 18% |
| Acquire another company | 4% | 8% | 12% | 18% |
| Financial distress | 3% | 6% | 9% | 14% |
| Major cloud scale (≥2 GW operational or ≥$10B revenue) | 0% | 0% | 0% | 0% |
| Remain niche | 92% | 84% | 77% | 65% |
| Strategic pivot | 10% | 15% | 20% | 30% |
| Exit AI infrastructure | 1% | 2% | 3% | 5% |
Ownership outcomes (independent, acquired, merge, fail) sum to 100% at each horizon; the others are independent events.
Vertical-integration stack
- energy UNKNOWN No evidence captured (unknown)
- land UNKNOWN No evidence captured (unknown)
- data center THIRD PARTY Aggregated capacity across partner regions. (inferred)
- power cooling UNKNOWN No evidence captured (unknown)
- gpu hardware PARTNERED Mix of owned and partner GPUs (inferred). (inferred)
- network UNKNOWN No evidence captured (unknown)
- storage UNKNOWN No evidence captured (unknown)
- bare metal UNKNOWN No evidence captured (unknown)
- orchestration UNKNOWN No evidence captured (unknown)
- cloud api OWNED (inferred)
- ai platform OWNED (inferred)
- managed ai UNKNOWN No evidence captured (unknown)
Not yet sourced: power mw.operational, power mw.contracted, gpu count, cash, backlog, employees, profile.ceo, profile.founded year, customers, tech stack, stack control.
Timeline
-
24 Jun 2026 · equity
RunPod — Growth
Source: PR Newswire (RunPod) — Runpod Raises $100M Led by Summit Partners -
1 May 2024 · equity
RunPod — Seed
Source: TechCrunch — AI cloud startup Runpod hits $120M in ARR
Recent coverage
Updated 1 Nov 2026, 11:54 UTC
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