Market
Live product catalog & traffic/revenue benchmarks · Updated Nov 15
AI Models & Agents/Model Training & Inference Infrastructure·GPU compute, fine-tuning, model hosting and inference serving.
- Products
- 666
- +12 this week
- With traffic
- 256
- 131 over 10K/mo
- Total monthly visits
- 52.3M
- Top 3 account for 32%
Key Findings
- -5.6%
MoM traffic change for Model Training & Inference Infrastructure
Browse by use case → - 3
sites doubled traffic two months in a row (1% of measured sites)
View products → - 45%
of revenue-verified products have under 10K monthly visits
View products → - 50%
of sites get most traffic from Organic Search
211 sites with channel data · View products →
Market Structure
Active sites form the largest tier (48%); domains registered within the past year make up 22%.
Site Tiers
337 websites · Hover for rules
Monthly Visits
256 websites
Recent Growth
Grew every recent month · banded by the slowest month · from ≥100 visits
Domain Age
<1 year: 75
Acquisition & Regions
Channels and regions rest on 211 websites with 1,000+ monthly visits and a breakdown for their latest traffic month; United States is the most common top region (37%).
Primary Channels
211 websites · Latest channel month per site · ≥1,000 monthly visits · by leading channel
- Organic Search10650%
- Direct10449%
- Referrals00%
- Social Media00%
- Paid Ads1<1%
- AI Assistants00%
Top Countries & Regions
163 websites · Latest channel month per site · by top region
Positioning & Form
Most commonly targets Developers & Engineering Teams (54% of classified benchmark products); Web App is the most common delivery form (81%).
Target Audience
337 classified products with traffic/revenue · multi-select
Product Form
Delivery form stated on website · multi-select
Agent & Dev forms:MCP Server20VS Code Extension1
Host Platform Ecosystem
Host platforms for extensions, apps, or bots
AI Adoption & Role
278 analyzed websites · Hover for rules
72%offer AI capabilities · 199 products
Revenue
Most common verified MRR band is $100–1K (55%); 2 products earn $10K+ MRR; median MRR per 1K monthly visits is $109.83.
Sub-use Cases
Most common sub-use case is GPU Cloud with 140 products (21%).
Popular Sub-use Cases
666 classified products · multi-select
Launches & Pricing
268 products launched in the last 12 months, led by Product Hunt; Usage-based is the most common pricing model with $19.95/mo median entry price.
Launch Timeline
All launches in the last 12 months · pale bar is this month so far
Launch Channels
289 products with launch records
| Channel | Products | Top 10% visits | ≥10K visits | Revenue |
|---|---|---|---|---|
| Product Hunt | 199 | 233.3K | 32% | 5 |
| Show HN | 56 | 352.2K | 41% | 1 |
| BetaList | 14 | 7.1K | 7% | 1 |
| V2EX | 4 | — | 75% | 0 |
| TrustMRR | 3 | — | 0% | 3 |
| App Store | 2 | — | 50% | 0 |
| DevHunt | 2 | — | 0% | 0 |
| Fazier | 2 | — | 50% | 0 |
| LaunchIgniter | 2 | — | 100% | 0 |
| Uneed | 2 | — | 50% | 0 |
Pricing Models
Entry price is lowest monthly paid tier
| Pricing model | Products | Revenue | Median entry |
|---|---|---|---|
| Usage-based | 82 | 2% | $19.95 |
| Free | 79 | 0% | — |
| Freemium | 30 | 3% | $20 |
| Subscription | 28 | 14% | $23.5 |
| Contact Sales | 13 | 0% | — |
| One-time | 6 | 0% | — |
Monthly Entry Price
80 products, excluding <$5
Notable Products
High-growth sites
With a launch record
- InfronAI inference forgrowing businesses107.4K/mo
- SkyRigYour Cloud PC for Gaming, Rendering, VR, and more42.8K/mo
- 智川云 RiverMind释放科研想象力让算力川流不息30.8K/mo
- Compute PricesToday an H100 rents for $1.68/hr. A million tokens cost $0.020.30.8K/mo
- hfviewerVisualize Any Hugging Face Model.28.5K/mo
- Soup CLIFrequently asked questions about Soup CLI: what version is current (v0.73.3, in the "Borrowed Hardware" line)25.3K/mo
Verified revenue
- ClawRapidThey say OpenClaw is only for devs. Not anymore.$412.64<5K/mo
- myopenclawYour AI Agent Team Working 24/7 For You$295<5K/mo
- PrivatClawTHE AI THAT ACTUALLY DOES THINGS.$32<5K/mo
- LiumHIGH-PERFORMANCE GPU PODS$964KClaimedNo traffic data
- FeatherlessTest any of 40,000+ models effortlessly.$3M/yrClaimed181.8K/mo
- NeuCorekookree - democratizing ai for everyone$2,000Claimed<5K/mo
Newly registered
Domain < 3 months · with a launch record
- Contexte TechChoisir son IA: modèle, matériel, coût<5K/mo
- SiestaPrivate AI from the Macs you already own<5K/mo
- AetherGridReliable AI compute, engineered for the day a machine fails.<5K/mo
- NomadGpuCheap GPUs that don't lose your progress.<5K/mo
- Cargoshipsee relevant content for cargoship.sh<5K/mo
- Cheapcomfyuifully managed comfyui platform for launching in the cloud, deploying as a serverless api or configuring playgrounds.<5K/mo
Low traffic, earning
< 10K monthly visits