Groq — research brief

Slug: groq
Date: 2026-09-21
Industry: AI Inference Hardware / Neocloud
Accent: #F55036

Teaching arc (verified)

Free GroqCloud Console ($0) → Developer pay-per-token API (higher limits, Flex, Batch, spend limits) → Enterprise (custom models, regional endpoints, LoRA, SSO/SCIM, dedicated support) → GroqMetal / GroqRack / dedicated capacity + infra partners (e.g. Bell Canada sovereign network; NVIDIA LPX licensing path).

FACT sources (primary)

Claim Source
Plans: Free $0 · Developer pay-per-token · Enterprise contact groq.com/groqcloud, console billing plans
Free: build/test, community support; Developer: higher limits, chat support, Flex, Batch, spend limits, prompt caching / audit logs Same + Billing FAQs
Enterprise: custom models, regional endpoints, performance tier, scalable capacity, dedicated support, LoRA (enterprise-only) groqcloud + LoRA docs
GPT OSS 20B: $0.075 in / $0.30 out per 1M · ~1000 t/s Models docs
GPT OSS 120B: $0.15 in / $0.60 out per 1M · ~500 t/s Models docs
Whisper Large V3 Turbo $0.04/hr · Whisper Large V3 $0.111/hr Models docs
OpenAI-compatible API https://api.groq.com/openai/v1 GroqDocs
GroqRack on-prem / air-gapped by request; public, private, or co-cloud groq.com/groqcloud
Platform stack: GroqMetal (bare metal) · GroqCore (inference) · GroqAssured (governance) groq.com/platform / groqcloud
13 data centers; >5M developers; trillions of tokens/week; $650M growth capital Jun 2026 Company newsroom Jun 22, 2026
Scale toward 200 MW by end of 2027 (company claim) Same newsroom
Bell Canada exclusive inference for Bell AI Fabric (May 2025 press) Newsroom
SOC 2, GDPR, HIPAA; optional private tenancy groq.com/groqcloud

SECONDARY / press

Claim Source
Aug 2024: $640M round at $2.8B valuation (BlackRock-led); >360k developers then TechCrunch / PR Newswire Aug 2024
Does not train foundation models — hosts open-weight models (Llama, Qwen, GPT-OSS, Whisper, etc.) Product positioning + third-party explainers; align to models page

INFERENCE (labeled on canvas)

Do not invent

No unaudited ARR, headcount, or token-volume $ figures beyond company claims cited above.

# Groq — research brief

**Slug:** groq  
**Date:** 2026-09-21  
**Industry:** AI Inference Hardware / Neocloud  
**Accent:** `#F55036`

## Teaching arc (verified)

**Free GroqCloud Console ($0)** → **Developer pay-per-token API** (higher limits, Flex, Batch, spend limits) → **Enterprise** (custom models, regional endpoints, LoRA, SSO/SCIM, dedicated support) → **GroqMetal / GroqRack / dedicated capacity** + infra partners (e.g. Bell Canada sovereign network; NVIDIA LPX licensing path).

## FACT sources (primary)

| Claim | Source |
|---|---|
| Plans: Free $0 · Developer pay-per-token · Enterprise contact | [groq.com/groqcloud](https://groq.com/groqcloud), [console billing plans](https://console.groq.com/settings/billing/plans) |
| Free: build/test, community support; Developer: higher limits, chat support, Flex, Batch, spend limits, prompt caching / audit logs | Same + [Billing FAQs](https://console.groq.com/docs/billing-faqs) |
| Enterprise: custom models, regional endpoints, performance tier, scalable capacity, dedicated support, LoRA (enterprise-only) | groqcloud + [LoRA docs](https://console.groq.com/docs/lora) |
| GPT OSS 20B: $0.075 in / $0.30 out per 1M · ~1000 t/s | [Models docs](https://console.groq.com/docs/models) |
| GPT OSS 120B: $0.15 in / $0.60 out per 1M · ~500 t/s | Models docs |
| Whisper Large V3 Turbo $0.04/hr · Whisper Large V3 $0.111/hr | Models docs |
| OpenAI-compatible API `https://api.groq.com/openai/v1` | GroqDocs |
| GroqRack on-prem / air-gapped by request; public, private, or co-cloud | groq.com/groqcloud |
| Platform stack: GroqMetal (bare metal) · GroqCore (inference) · GroqAssured (governance) | [groq.com/platform](https://groq.com/platform) / groqcloud |
| 13 data centers; >5M developers; trillions of tokens/week; $650M growth capital Jun 2026 | [Company newsroom Jun 22, 2026](https://groq.com/newsroom/groq-raises-usd650m-to-scale-its-ai-inference-cloud-business) |
| Scale toward 200 MW by end of 2027 (company claim) | Same newsroom |
| Bell Canada exclusive inference for Bell AI Fabric (May 2025 press) | [Newsroom](https://groq.com/newsroom/groq-becomes-exclusive-inference-provider-for-bell-canadas-sovereign-ai-network) |
| SOC 2, GDPR, HIPAA; optional private tenancy | groq.com/groqcloud |

## SECONDARY / press

| Claim | Source |
|---|---|
| Aug 2024: $640M round at $2.8B valuation (BlackRock-led); >360k developers then | TechCrunch / PR Newswire Aug 2024 |
| Does not train foundation models — hosts open-weight models (Llama, Qwen, GPT-OSS, Whisper, etc.) | Product positioning + third-party explainers; align to models page |

## INFERENCE (labeled on canvas)

- Free tier is demand-gen COGS that converts into Developer token spend when rate limits bind.
- Enterprise + GroqRack/GroqMetal attach when latency SLAs, data residency, or LoRA adapters matter.
- Partner/sovereign deals (Bell) and marketplace-style distribution sit above self-serve API ARPU.

## Do not invent

No unaudited ARR, headcount, or token-volume $ figures beyond company claims cited above.