Companies108 Funding$41.6B Rounds77 ▼1 mo Investors75 Eng roles4359 ● updated 4m ago
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AI inference & serving

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AI inference & serving

Infrastructure that runs models in production — serving, GPU cloud, and high-throughput inference.

9 companies Compare these →
Clear

Baseten

64.5/100 Venture signal

Serve and scale open-source and custom AI models on the fastest, most reliable inference platform.

Venture signal
64.5
Developer momentum
62.3
AI maturity
55.8
Investor rating
—
⚠The AI evaluation council recorded dissent on this company.
Full record →

Groq

73.3/100 Venture signal

Groq is the premier neocloud for fast inference. One fully integrated platform for infrastructure, inference, and control. Millions of developers run trillions…

Venture signal
73.3
Developer momentum
37.9
AI maturity
49.5
Investor rating
—
⚠The AI evaluation council recorded dissent on this company.
Full record →

Modal

88.4/100 Venture signal

Cloud infrastructure for teams that develop, train, and serve AI applications at scale.

Venture signal
88.4
Developer momentum
70.4
AI maturity
68.7
Investor rating
3/5
⚠Improve visibility — star growth is slow; consider docs, launches, or content.
Full record →

Ollama

82.1/100 Venture signal

Ollama is the easiest way to run and build with open AI models locally or in the cloud on macOS, Windows, and Linux.

Venture signal
82.1
Developer momentum
80.1
AI maturity
77.1
Investor rating
5/5
⚠The AI evaluation council recorded dissent on this company.
Full record →

Prime Intellect

74.6/100 Venture signal

Train, deploy, and continuously improve your own models on an integrated compute, training, inference, and sandbox stack.

Venture signal
74.6
Developer momentum
70.8
AI maturity
72.2
Investor rating
—
Full record →

Together AI

74/100 Venture signal

Build what's next on the AI Native Cloud. Full-stack AI platform for inference, fine-tuning, and GPU clusters — powered by cutting-edge research.

Venture signal
74
Developer momentum
69.8
AI maturity
69.3
Investor rating
—
⚠Improve visibility — star growth is slow; consider docs, launches, or content.
Full record →

Lambda

53.8/100 Venture signal

Train and scale AI on NVIDIA VR200 NVL 72, GB300 NVL 72, B300, B200, H200, H100, and more GPUs. Launch on-demand instances or reserve a cluster. Get started.

Venture signal
53.8
Developer momentum
—
AI maturity
—
Investor rating
—
Full record →

Parasail

36/100 Venture signal

Parasail is the inference cloud for AI-native startups. Run any open model with production reliability, flexible scaling, and per-token pricing.

Venture signal
36
Developer momentum
—
AI maturity
—
Investor rating
—
Full record →

Upscale AI

44.5/100 Venture signal

Upscale builds next-generation AI network infrastructure with scalable systems, intelligent automation, and seamless connectivity.

Venture signal
44.5
Developer momentum
—
AI maturity
—
Investor rating
—
Full record →

Dimensions across this market

DimensionCoveredMedianRange
Venture signal 9/9 73.3 36–88.4
Developer momentum 6/9 70.1 37.9–80.1
AI maturity 6/9 69 49.5–77.1
Investor rating 2/9 omitted —
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