Ollama
ActiveRun AI models locally — the open-source inference engine with 176K GitHub stars
The default choice for local LLM inference — and for good reason. 176K GitHub stars, 9M+ users, MIT license, one-command setup. Runs on any hardware from Raspberry Pi 5 to dual H100s, with a model catalog spanning 4,500+ open-weight options. The OpenAI-compatible API with streaming, tool calling, structured outputs, and embeddings means no vendor lock-in — swap from Ollama to OpenAI (or vice versa) by changing one URL. Ollama Cloud (Pro $20/mo, Max $100/mo) extends the same surface to managed inference. The recent $65M raise confirms sustained investment. For any developer who wants to run AI locally — whether for privacy, cost control, or offline use — Ollama is where you start.
Each inference request is a stateless REST API call — no carried AI context between requests
Is it right for you?
Good for
- Local-first AI development — run 4,500+ models on your own hardware with zero API costs
- Privacy-sensitive workloads — all inference stays on your infrastructure, never leaves the machine
- Cost-controlled AI — fixed hardware cost replaces per-token billing; break-even at ~$200/mo API spend
- Offline/air-gapped environments — no internet required after model pull
- Developer toolchain integration — OpenAI-compatible API works with LangChain, LlamaIndex, Hermes Agent, Continue.dev
Not good for
- Frontier model access — can only run open-weight models; no GPT-5.6, Claude, or Gemini via Ollama
- Teams without GPU hardware — running 70B+ models on CPU is impractical (<1 tok/sec)
- Zero-ops managed serving — Cloud plans exist but the local product requires hardware management
Our experience
Pricing
Open Source- Run any compatible open-weight model on your own hardware
- No usage limits, no API keys, no data leaves your machine
- Run models locally
- Starter usage credits included
- Includes access to starter models
- Add credits to unlock all models
- No service fees
- $60 of usage credits per month
- Access to larger pro models
- Run multiple models concurrently
- Fast mode (coming soon)
- $300 of usage credits per month
- Early access to the newest models
- 10 concurrent requests
- Unlimited users
- $1,000 of usage credits per month, shared across the team
- Centralized billing and administration
- Priority support
- Shared projects, skills, and instructions (coming soon)
- Model access controls
- Set cost budgets for users and API keys
- Private Slack channel with dedicated support
- Custom security questionnaires
No verdict changes yet
The clock starts day one — changes land here as our verdict evolves.
Sources
- Thunder Compute — What is Ollama: Run AI Models Locally (July 2026)Jul 2026
- Ollama — GitHub repositoryJul 2026
- Ollama — official websiteJul 2026
- Ollama pricing pageJul 2026
- Kunal Ganglani — Best Local LLMs in 2026: Models, Hardware & Setup GuideJul 2026
- TechCrunch — Ollama raises $65M Series B, grows to nearly 9M usersJul 2026
- DanubeData — Run Ollama on a VPS: Self-Host Local LLMs in Europe (2026)Jul 2026
- Pooya Golchian — Ollama Cloud Pricing 2026Jul 2026
Verification log
- Pricing— Updated
Automated agent
Team plan restructured: stored '$25/seat/mo (5-seat minimum)' -> live '$500 / mo.' labelled 'Early access', 'Unlimited users', '$1,000 of usage credits per month, shared across the team'. Usage is now dollar-denominated credits on every tier: Pro '$60 of usage credits per month' (was '50x more cloud usage than Free'), Max '$300 of usage credits per month' (was '5x more usage than Pro'). Pro now also '$200/yr billed annually'. Stored Max note 'New sign-ups paused for capacity' removed: the words seat/minimum/paused/waitlist/capacity appear nowhere on the live page (verbatim re-read). New Enterprise tier (Custom). Pro and Max headline prices unchanged ($20/$100), so verdict_summary facts still hold; no verdict move. Page read three times, Team/Max/Pro/Free/Enterprise cards quoted verbatim. hash unchanged by design: pricing_tiers are child rows and canonical_hash covers scalar columns only. entity_id taken from this entity's actor=backfill rows (seed_verification_log.py writes entity.id).
- Pricing— Updated
Automated agent
New Team plan: $25/seat/mo (5-seat minimum), includes shared billing, priority support. Pro $20/mo and Max $100/mo unchanged. Max sign-ups paused for capacity.
- Pricing— No changes
Automated agent
- Profile— No changes
Imported at launch
- Pricing— No changes
Imported at launch
Want this running in your business?
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