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VM Intelligence · Sample preview · Energy and Power · Forecast 2027–2033
Short-Term Solar Radiation Forecasting Services Market
- By Forecast Horizon: Intrahour Forecasting, Intraday Forecasting, Day-Ahead Forecasting, Multi-Day Forecasting
- By Forecasting Methodology: Numerical Weather Prediction (NWP) Models, Statistical Models, Machine Learning Models, Satellite-Based Models, Hybrid Models
- By End-User Industry: Utility-Scale Solar Power Plants, Commercial Solar Installations, Residential Solar Systems, Grid Operators and Energy Traders, Agricultural Solar Applications
- By Delivery Mode: Cloud-Based Forecasting Services, On-Premises Software Solutions, API Integration Services, Mobile Application Platforms
- By Forecast Parameter: Global Horizontal Irradiance (GHI) Forecast, Direct Normal Irradiance (DNI) Forecast, Diffuse Horizontal Irradiance (DHI) Forecast, Solar Power Output Forecast
Key Highlights
A snapshot of what the full report proves- 01 Market size - $X,XXX.XM global market in 2025 - the verified base-year revenue. Executive Summary →
- 02 Forecast - Full 2033 market projection modelled inside - unlock the forecast value to see where the market lands. Market Outlook →
- 03 Growth - Year-by-year CAGR across 2027–2033 - unlock the growth rate and the full model. Market Outlook →
- 04 Leading segment - Intrahour Forecasting leads By Forecast Horizon at XX% share. Market, by Service Type →
- 05 Global coverage - Sized across 5 regions and 20 countries, each broken out by segment. Market, by Geography →
- 06 Competitive landscape - 14 companies profiled with SWOT, benchmarking and market-share analysis. Company Profiles →
Inside the Report
12 chapters · 296 pages- 01 Introduction Definition, segmentation & scope p.12 →
- 02 Research Methodology How the numbers were built p.20 →
- 03 Executive Summary The market in one chapter p.34 →
- 04 Market Outlook Drivers, restraints, trends p.66 →
- 11 Competitive Landscape 5 sections p.180 →
- 12 Company Profiles 14 players: SWOT & benchmarking p.188 →
Full report · locked preview
Everything inside the Short-Term Solar Radiation Forecasting Services Market report
A complete, evidence-based study - 12 chapters and 124 sections covering market size, segmentation across 5 axes, regional analysis and 14 company profiles, forecast to 2033.
Segmentation covered
Forecast Horizon 4
Forecasting Methodology 5
End-User Industry 5
Delivery Mode 4
Forecast Parameter 4
Companies profiled
MeteoGroup
Tomorrow.io
DTN
Vaisala
Solcast
SolarGIS (Solargis)
Renewables.ninja (Imperial College London)
Skymet Weather
Clir Renewables
AWS Truepower (now part of UL)
Kipp & Zonen (part of OTT HydroMet)
Solargis
+2 more
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14 players profiled - tiered by revenue contribution, footprint and R&D capability.
ACE Matrix · p.153 →MeteoGroup
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.155 →Tomorrow.io
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies · Key developments
Full profile · p.160 →DTN
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.166 →Vaisala
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies · Key developments
Full profile · p.173 →Solcast
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies
Full profile · p.178 →SolarGIS (Solargis)
Tier 1 · Market Leader
SWOT · Benchmarking · Winning imperatives · Strategies · Key developments
Full profile · p.184 →Renewables.ninja (Imperial College London)
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking · Segment breakdown
Full profile · p.191 →Skymet Weather
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.196 →Clir Renewables
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.202 →AWS Truepower (now part of UL)
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking · Segment breakdown
Full profile · p.209 →Kipp & Zonen (part of OTT HydroMet)
Tier 2 · Established Specialist
Overview · Insights · Product benchmarking
Full profile · p.214 →Solargis
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.220 →SolarAnywhere (Clean Power Research)
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.227 →Envision Digital
Tier 3 · Niche Player
Overview · Insights · Product benchmarking
Full profile · p.232 →Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Global · 2025–2033
$1,585M by 2033 · 4.2% CAGR
Market estimates & forecast (USD Million)
Fig. 15 · p.34 →Segment mix, 2033 (% share)
Fig. 16 · p.35 →- Intrahour Forecasting50.6
- Intraday Forecasting14.6
- Day-Ahead Forecasting14.2
- Multi-Day Forecasting20.5
Regions, 2025 → 2033 (USD Mn)
§6.1 · p.75 →North America$376.1M → $565.9M · 5.2%
Europe$262.1M → $409.2M · 5.7%
Asia Pacific$239.3M → $299.7M · 2.9%
Latin America$148.2M → $190.0M · 3.2%
Middle East and Africa$114.0M → $174.4M · 5.5%
Top countries, 2033 (USD Mn)
§6.2 · p.78 →Year-over-year growth (%)
§3.12 · p.44 →4.172026
4.182027
4.192028
4.212029
4.202030
4.232031
4.242032
4.252033
CAGR by region (%)
Fig. 22 · p.71 →Market share by company, 2033 (%)
Fig. 41 · p.152 →- MeteoGroup20.4
- Tomorrow.io20.0
- DTN9.3
- Vaisala7.8
- Solcast6.5
- SolarGIS (Solargis)7.9
- Others28.1
Segment contribution to growth (%)
Fig. 18 · p.39 →Forecast Horizon27.6%
Forecasting Methodology13.9%
End-User Industry12.8%
Delivery Mode19.6%
Forecast Parameter26.1%
Competitive positioning (ACE matrix)
Fig. 40 · p.153 →Adoption & penetration (% of addressable)
Fig. 12 · p.31 →Revenue by application (USD Mn)
§5.3 · p.62 →Demand by end-use (USD Mn)
§5.4 · p.66 →Average selling price trend (index, 2025=100)
Fig. 27 · p.58 →Top companies by revenue, 2033 (USD Mn)
Fig. 42 · p.155 →Revenue by region, 2033 (%)
Fig. 20 · p.70 →- North America34.5
- Europe25.0
- Asia Pacific18.3
- Latin America11.6
- Middle East and Africa10.6
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
8 players benchmarked across 6 dimensions — scored 0–100 from share, portfolio, reach, innovation, financials and installed base. Methodology · §8.1 · p.160 →
Competitive scorecard (score 0–100)
Table 31 · p.161 →| Company | Market share | Product portfolio | Geographic reach | Innovation & R&D | Financial strength | Customer base | Composite |
|---|---|---|---|---|---|---|---|
| MeteoGroup | 87 | 88 | 94 | 85 | 93 | 92 | 90 |
| Tomorrow.io | 81 | 82 | 74 | 85 | 83 | 77 | 80 |
| DTN | 72 | 65 | 65 | 76 | 77 | 88 | 74 |
| Vaisala | 74 | 74 | 59 | 64 | 69 | 79 | 70 |
| Solcast | 56 | 75 | 76 | 74 | 74 | 71 | 71 |
| SolarGIS (Solargis) | 62 | 68 | 60 | 49 | 70 | 71 | 63 |
| Renewables.ninja (Imperial College London) | 47 | 48 | 58 | 49 | 53 | 62 | 53 |
| Skymet Weather | 46 | 41 | 45 | 60 | 51 | 45 | 48 |
Vendor positioning (presence × innovation)
Fig. 43 · p.163 →Strengths profile (top 3 players)
Fig. 44 · p.165 →- MeteoGroup
- Tomorrow.io
- DTN
Capability coverage
§8.3 · p.168 →| Company | Global delivery | R&D depth | Digital platform | Sustainability | After-sales | Custom solutions |
|---|---|---|---|---|---|---|
| MeteoGroup | ◐ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Tomorrow.io | ✓ | ✓ | ◐ | ◐ | ✓ | ◐ |
| DTN | ✓ | ◐ | ◐ | ◐ | ✓ | ✓ |
| Vaisala | − | − | − | ✓ | ✓ | ✓ |
| Solcast | ◐ | ◐ | ✓ | ✓ | ◐ | ◐ |
| SolarGIS (Solargis) | − | ◐ | ◐ | − | ◐ | ◐ |
| Renewables.ninja (Imperial College London) | − | − | ◐ | ◐ | − | ◐ |
| Skymet Weather | − | ◐ | − | ◐ | − | − |
✓ Full ◐ Partial − Limited
Overall competitive index (composite, ranked)
Fig. 45 · p.170 →1MeteoGroup90
2Tomorrow.io80
3DTN74
4Solcast71
5Vaisala70
6SolarGIS (Solargis)63
7Renewables.ninja (Imperial College London)53
8Skymet Weather48
Competitive tiers
§8.4 · p.172 →Leader2
Set the pace on share, breadth and innovation.
MeteoGroupTomorrow.io
Challenger3
Strong scale, closing on the leaders.
DTNVaisalaSolcast
Contender1
Focused players with pockets of strength.
SolarGIS (Solargis)
Niche2
Specialists in a single segment or region.
Renewables.ninja (Imperial College London)Skymet Weather
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Go-to-market strategy
Land Forecast Horizon in North America, then scale across Short-Term Solar Radiation Forecasting Services Market — a $346M beachhead inside a $6.43B market.
Beachhead (SOM)$346Mobtainable near-term
Serviceable (SAM)$2.28Breachable market
Primary motionDirect + partner-ledgo-to-market
Time to scale6 Qto full motion
Ideal customer profile (who to sell to)
§GTM 1 · p.190 →Champion88 fit
Intrahour Forecasting
Best fit — highest urgency & budget in Forecast Horizon.
Economic buyer80 fit
Intraday Forecasting
Strong fit — clear ROI and a fast path to value.
End user67 fit
Day-Ahead Forecasting
Emerging fit — growing demand, longer sales cycle.
Market-entry sequence (beachhead → scale)
Fig. GTM 1 · p.192 →Beachhead · 2025–2026
Win Forecast Horizon in North America
Concentrated ICP, fastest proof and references.
Expand · 2026–2028
Add Forecasting Methodology & next regions
Repeat the motion in adjacent, look-alike segments.
Scale · 2028–2033
Full-market coverage + End-User Industry
Multi-channel, platform & ecosystem plays.
Channel mix (routes to market)
§GTM 3 · p.195 →Direct sales42%
Partner / channel28%
Digital / self-serve22%
Marketplaces8%
Positioning & messaging
§GTM 2 · p.194 →For Forecast Horizon leaders who need defensible market intelligence, VM Intelligence is the fastest, source-cited way to size, segment and win Short-Term Solar Radiation Forecasting Services Market — unlike generic, static research.
Live & source-cited
Every figure triangulated from 600K+ sources and traceable.
Ready in minutes
A full, tailored report compiled on demand — not weeks.
Scope you control
Pick the chapters, regions and companies that matter.
GTM funnel & unit economics (conversion · CAC / LTV)
Fig. GTM 2 · p.198 →Awareness100%
Marketing qualified38%
Sales qualified21%
Evaluation13%
Closed-won8%
$8.3KCAC
$44KLTV
5.4:1LTV : CAC
< 2 moCAC payback
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Investment thesis
Short-Term Solar Radiation Forecasting Services Market is a durable-growth opportunity — $9.65B by 2033, compounding at 8.9%.
TAM · 2025$4.88Btoday
TAM · 2033$9.65Bforecast
CAGR8.9%2027–2033
Cumulative$63.3Brevenue opportunity
Market opportunity (TAM · SAM · SOM)
Fig. 3 · p.14 →TAM$9.65BTotal addressable market
SAM$3.87BServiceable available market
SOM$748MServiceable obtainable market
Growth trajectory (USD Million)
Fig. 4 · p.16 →Why invest now
§2.1 · p.10 →8.9% CAGR
Demand compounds through 2033, outpacing GDP across Forecast Horizon.
Global tailwinds
North America leads today; fastest gains coming from emerging regions.
Structural shift
Adoption in Forecast Horizon moving from early to mainstream — durable secular demand.
Consolidation upside
14+ players, no runaway leader — room to build scale and roll up share.
Investment highlights
§2.2 · p.12 →$9.65BLarge & growingTAM by 2033 at 8.9% CAGR
$3.87BServiceable nowreachable with today’s model
$748MBeachhead winobtainable near-term share
14+Fragmented fieldplayers — consolidation runway
Return scenarios (2033 market value)
Fig. 6 · p.22 →$7.52BBear5.8% CAGR
$9.65BBase8.9% CAGR
$12.3BBull11.7% CAGR
Key risks & mitigants
§9.1 · p.180 →- Input-cost volatilityLong-term supply contracts & hedging
- Regulatory / policy shiftsDiversified exposure across 5 regions
- Technology disruptionR&D pipeline & Forecasting Methodology optionality
- Customer concentrationBroaden installed base beyond top accounts
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Board pack · executive summary
Short-Term Solar Radiation Forecasting Services Market — a $6.81B market by 2033. Plan: grow share from 6.7% to 13.5%.
Market size · 2033$6.81Btotal addressable
Market CAGR8.0%2027–2033
Target share13.5%from 6.7% today
Revenue ambition$919Mby 2033
Strategic scorecard (current vs 2033 target)
Table 1 · p.6 →| Objective | Current | Target · 2033 | Status |
|---|---|---|---|
| Market share | 6.7% | 13.5% | On track |
| Revenue | $440M | $919M | On track |
| Geographic coverage | 2 of 5 regions | 5 of 5 regions | At risk |
| Segment coverage | 3 of 5 axes | 5 of 5 axes | On track |
| Gross margin | 37.2% | 42.1% | On track |
| Customer retention | 84.1% | 92.5% | Ahead |
Where to play (strategic priorities)
§1.2 · p.8 →1
Lead segment
Win in Forecast Horizon
Largest revenue pool and fastest secular demand — concentrate to build share here first.
2
Geographic
Expand across North America & beyond
Deepen the leading region, then scale into the fastest-growing emerging markets.
3
Adjacency
Build Forecasting Methodology capability
A defensible second engine — invest in Forecasting Methodology to widen the moat and cross-sell.
Strategic roadmap (2025–2033)
Fig. 1 · p.10 →Phase 1 · Foundation
2025–2027
- Secure core Forecast Horizon share
- Fix unit economics
- Stand up data & ops
Phase 2 · Scale
2028–2030
- Enter new regions
- Launch Forecasting Methodology
- Selective M&A
Phase 3 · Lead
2031–2033
- Category leadership
- Premium mix & margin
- Platform & ecosystem
Board decisions & asks
§1.4 · p.14 →- Approve $124M capacity & capability investment
- Greenlight bolt-on M&A in Forecasting Methodology
- Authorise North America expansion plan
- Fund R&D program for Forecast Horizon leadership
Risk watchlist (RAG)
§9 · p.180 →- Demand / macro slowdownAt risk
- Competitive share lossBehind
- Input-cost & supply riskOn track
- Regulatory / policy changeAhead
- Execution & talentAhead
Values shown here are illustrative samples for your understanding — not exact figures. The full report contains the real, verified data.
Sales deck · value proposition
Win the Short-Term Solar Radiation Forecasting Services Market conversation — a $6.24B market you can size, segment and defend in minutes.
Market size · 2033$6.24Btotal opportunity
Growth8.0%CAGR to 2033
Addressable buyers1,641+accounts in scope
Typical ROI7×in year one
Who buys (target personas)
§1.1 · p.4 →Product / BU leader
Head of Forecast Horizon
Goal Grow share in Forecast Horizon
Pain Blind spots on demand, pricing & competitors.
Regional GM
North America lead
Goal Prioritise the right markets
Pain No granular, country-level view of the market.
M&A / strategy
Strategy & Corp Dev
Goal Find where to invest or acquire
Pain Slow, inconsistent third-party research.
From pain to solution
§1.2 · p.6 →Decisions made on stale, generic dataLive, source-cited figures, continuously updated
Weeks waiting on a research vendorA full report compiled in minutes
No view of competitors or whitespaceCompany profiles, ACE matrix & benchmarking
Hard to defend the numbers internallyEvery figure traceable to its original source
The business case (ROI)
Fig. 2 · p.9 →7×return on cost, year one
< 4 mopayback period
$59K+research cost avoided
10×faster than a custom study
Time to insight
Cost to run
Risk of a wrong call
Why buyers trust it (proof points)
§1.3 · p.12 →600K+source studies indexed
100%analyst-reviewed
14+players profiled in this market
Coverage includes
MeteoGroupTomorrow.ioDTNVaisalaSolcastSolarGIS (Solargis)Renewables.ninja (Imperial College London)Skymet Weather+6 more
Objection handling
§1.4 · p.14 →“We already have market data.”
This triangulates 600K+ sources into one current, defensible view — not another silo.
“How do we know it’s accurate?”
Analyst-reviewed, and every figure is source-cited and traceable to its origin.
“It’s not in the budget.”
A fraction of a single analyst-day — and it pays back on the first decision it informs.
“We need it tailored to us.”
Choose the chapters, regions and companies before you build — you only pay for scope.
What you get (packages)
§1.5 · p.16 →Report
- Full multi-chapter report
- Market size, share & forecast
- Segment & regional breakdowns
- PDF + editable Excel + PPT
Most popular
Report + Add-ons
- Everything in Report
- Interactive Visualizer
- Competitive benchmarking
- Investor / board / sales decks
Enterprise
- Multiple reports & markets
- Team seats & sharing
- Analyst support & custom scope
- API / data-feed options
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