AI Model Inference Providers
26 companies in this space
Important Developer Trends for August 31 to September 6, 2026
| 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.
|
78.2 | — |
Strategic 85 Adoption 46 · Attention 100 · Momentum 58 |
73 · 86 · 86 · 75 · 82 · 74 · 77 · 78 |
| #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.
|
62.2 | +1 |
Strategic 78 Adoption 31 · Attention 45 · Momentum 50 |
62 · 73 · 75 · 61 · 76 · 56 · 64 · 62 |
| #3 |
Vector Search
Vector search is a durable building block for retrieval-augmented AI applications, shaping model selection, embedding workflows, latency, and integration requirements.
|
57.1 | +7 |
Strategic 66 Adoption 31 · Attention 55 · Momentum 61 |
59 · 53 · 59 · 58 · 66 · 52 · 54 · 57 |
| #4 |
AI Guardrails
AI guardrails are a core consideration for inference-provider customers deploying models into production, shaping safety, compliance, security, and operational controls.
|
56.7 | +5 |
Strategic 76 Adoption 15 · Attention 20 · Momentum 100 |
46 · 50 · 50 · 46 · 56 · 48 · 55 · 57 |
| #5 |
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.
|
56.1 | -3 |
Strategic 80 Adoption 15 · Attention 25 · Momentum 25 |
64 · 58 · 68 · 59 · 74 · 56 · 68 · 56 |
Filter Companies
Summary
| Company | Total Posts | Avg/Month |
|---|---|---|
| Google Cloud | 2,796 | 8.0 |
| Nebius | 246 | 6.8 |
| Prem AI | 296 | 6.2 |
| DigitalOcean | 848 | 4.7 |
| Together AI | 248 | 4.1 |
| Venice | 148 | 4.1 |
| Anthropic | 277 | 3.8 |
| Monster API | 184 | 3.8 |
| Fireworks AI | 186 | 3.1 |
| Baseten | 275 | 2.9 |
| Modular | 157 | 2.6 |
| Deepinfra | 154 | 2.6 |
| Fal | 121 | 1.7 |
| Featherless | 74 | 1.5 |
| Replicate | 127 | 1.3 |
| Lambda | 223 | 1.2 |
| Predibase | 94 | 1.1 |
| Modal | 76 | 1.1 |
| Sail Research | 9 | 0.8 |
| OpenPipe | 27 | 0.6 |
| BentoML | 42 | 0.4 |
| Clarifai | 422 | 0.0 |
| OpenAI | 28 | 0.0 |
| Hugging Face | 770 | 0.0 |
| Neptune.ai | 268 | 0.0 |
| Mistral AI | 0 | 0.0 |
Current Subscribers
| Company | Subscribers | Share |
|---|---|---|
| OpenAI | 2,050,000 | |
| Google Cloud | 1,450,000 | |
| Anthropic | 793,000 | |
| Hugging Face | 144,000 | |
| DigitalOcean | 60,300 | |
| Mistral AI | 16,200 | |
| Modular | 15,500 | |
| Lambda | 7,640 | |
| Nebius | 7,090 | |
| Together AI | 4,640 | |
| Venice | 4,040 | |
| Replicate | 3,920 | |
| Baseten | 2,790 | |
| Modal | 2,080 | |
| Fireworks AI | 842 | |
| Featherless | 37 |
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 | D | 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 |
| Sail Research | A | 2026 |
| Together AI | C | 2022 |
| Venice | A | 2024 |