AI Model Inference Providers
25 companies in this space
Important Developer Trends for June 15 to 21, 2026
Reconstructed with current taxonomy
| Rank | Trend | Score | Change | Components | Recent scores |
|---|---|---|---|---|---|
| #1 |
LLM
LLMs are a core workload for AI inference providers, directly shaping model availability, API capabilities, pricing, performance, and developer platform selection across the market.
|
78.5 | — |
Strategic 85 Adoption 48 · Attention 100 · Momentum 59 |
81 · 77 · 82 · 77 · 81 · 78 · 81 · 79 |
| #2 |
AI Model Fine-tuning
Fine-tuning is a direct extension of inference offerings, letting developers customize model behavior, quality, cost, and deployment characteristics for production use cases.
|
69.2 | +1 |
Strategic 78 Adoption 24 · Attention 100 · Momentum 53 |
68 · 72 · 67 · 71 · 73 · 76 · 70 · 69 |
| #3 |
MCP
MCP is a broadly relevant integration standard for AI agents, affecting how developers connect inference-backed models to tools, data, and external services.
|
69.2 | +4 |
Strategic 73 Adoption 32 · Attention 100 · Momentum 79 |
65 · 61 · 66 · 66 · 68 · 66 · 66 · 69 |
| #4 |
AI Agents
AI agents are a major and durable workload for model inference providers, driving developer demand for low-latency, reliable, scalable, and cost-effective API access.
|
68.3 | -2 |
Strategic 80 Adoption 16 · Attention 100 · Momentum 42 |
71 · 71 · 72 · 81 · 74 · 74 · 70 · 68 |
| #5 |
Real-time
Real-time response delivery and streaming outputs are important capabilities for interactive AI inference applications, affecting latency, user experience, and API integration choices.
|
64.8 | -1 |
Strategic 68 Adoption 32 · Attention 100 · Momentum 53 |
68 · 65 · 69 · 72 · 68 · 70 · 69 · 65 |
Filter Companies
Summary
| Company | Total Posts | Avg/Month |
|---|---|---|
| Google Cloud | 2,784 | 8.0 |
| Nebius | 239 | 6.6 |
| Prem AI | 276 | 5.8 |
| DigitalOcean | 843 | 4.7 |
| Together AI | 239 | 4.0 |
| Monster API | 184 | 3.8 |
| Anthropic | 276 | 3.8 |
| Venice | 125 | 3.5 |
| Fireworks AI | 178 | 3.0 |
| Baseten | 260 | 2.7 |
| Modular | 153 | 2.6 |
| Deepinfra | 141 | 2.4 |
| Fal | 120 | 1.7 |
| Featherless | 66 | 1.4 |
| Replicate | 125 | 1.3 |
| Lambda | 214 | 1.2 |
| Predibase | 94 | 1.1 |
| Modal | 76 | 1.1 |
| OpenPipe | 27 | 0.6 |
| BentoML | 42 | 0.4 |
| Clarifai | 422 | 0.0 |
| OpenAI | 21 | 0.0 |
| Hugging Face | 679 | 0.0 |
| Neptune.ai | 268 | 0.0 |
| Mistral AI | 0 | 0.0 |
Current Subscribers
| Company | Subscribers | Share |
|---|---|---|
| OpenAI | 2,000,000 | |
| Google Cloud | 1,430,000 | |
| Anthropic | 757,000 | |
| Hugging Face | 140,000 | |
| DigitalOcean | 60,200 | |
| Mistral AI | 15,800 | |
| Modular | 15,000 | |
| Lambda | 7,530 | |
| Nebius | 6,640 | |
| Together AI | 4,580 | |
| Replicate | 3,920 | |
| Venice | 3,730 | |
| Baseten | 2,590 | |
| Modal | 1,970 | |
| Fireworks AI | 724 | |
| Featherless | 31 |
Showing Hacker News posts with 50+ points since 2022
Companies in AI Model Inference Providers
Random Space| Company | Stage | Founded |
|---|---|---|
| Anthropic | H | 2021 |
| Baseten | E | 2019 |
| BentoML | acquired | 2019 |
| Clarifai | acquired | 2013 |
| Deepinfra | B | 2022 |
| DigitalOcean | Public | 2012 |
| Fal | D | 2021 |
| Featherless | A | 2023 |
| Fireworks AI | D | 2022 |
| Google Cloud | Public | 1998 |
| Hugging Face | D | 2016 |
| Lambda | E | 2012 |
| Mistral AI | C | 2023 |
| Modal | C | 2021 |
| Modular | B | 2022 |
| Monster API | pre-seed | 2023 |
| Nebius | Public | 2024 |
| Neptune.ai | acquired | 2017 |
| OpenAI | F | 2015 |
| OpenPipe | seed | 2023 |
| Predibase | acquired | 2020 |
| Prem AI | A | 2023 |
| Replicate | acquired | 2019 |
| Together AI | C | 2022 |
| Venice | A | 2024 |