AI Model Inference Providers
25 companies in this space
Important Developer Trends for 2018
Reconstructed with current taxonomy
| Rank | Trend | Score | Change | Components | Recent scores |
|---|---|---|---|---|---|
| #1 |
Serverless
Serverless and function-based deployment models directly affect how developers provision, scale, and pay for AI inference workloads.
|
58.1 | +10 |
Strategic 68 Adoption 16 · Attention 61 · Momentum 100 |
43 · 43 · 43 · 43 · 43 · 43 · 48 · 58 |
| #2 |
Kubernetes
Kubernetes is durable, broadly adopted infrastructure for deploying, scaling, and operating model-serving workloads.
|
58.1 | +4 |
Strategic 72 Adoption 8 · Attention 55 · Momentum 100 |
46 · 46 · 46 · 46 · 51 · 52 · 52 · 58 |
| #3 |
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.
|
56.7 | -1 |
Strategic 80 Adoption 8 · Attention 33 · Momentum 43 |
56 · 58 · 51 · 57 · 56 · 56 · 59 · 57 |
| #4 |
Developer Experience
Developer experience directly influences provider adoption, integration speed, operational efficiency, and switching costs.
|
54.8 | — |
Strategic 72 Adoption 8 · Attention 33 · Momentum 100 |
46 · 51 · 43 · 51 · 49 · 43 · 53 · 55 |
| #5 |
AI Guardrails
AI guardrails are a core consideration for inference-provider customers deploying models into production, shaping safety, compliance, security, and operational controls.
|
53.0 | +7 |
Strategic 76 Adoption 8 · Attention 6 · Momentum 100 |
48 · 48 · 48 · 48 · 48 · 48 · 48 · 53 |
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 |