Get started with ChatGPT Work
By OpenAI ·
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DeepSeek alternatives: Ollama, llama.cpp, OpenRouter, Le Chat and 1 more. Prices and licenses checked October 25, 2026.
•3 min read•AI Chat & Assistants
Verdict:DeepSeek offers both a chat app and a pay-per-token API, and people leave it for privacy, a metered bill they cannot predict, or a need for models they can run themselves. The API page lists per-million-token prices, with off-peak rates half the peak rate, so cost depends on when you call it. If you want to run open models on your own computer, Ollama is the simplest start, since local runs are unlimited and only the optional cloud plan costs money. llama.cpp is the bare engine: free and MIT-licensed, with no per-token charge, but you supply the hardware and tune the setup. OpenRouter suits people who test several models through one key, with free models capped at 50 requests a day. Le Chat and ChatGPT are hosted chat options with free plans, useful when you want a chat window rather than an API. Pick a hosted option for convenience, or a local runtime when your data must stay on your machine. The choice is about where the model runs, not which name is on it.
| Tool | Price | Platforms | Best for | Tested |
|---|---|---|---|---|
| Ollama | Free (running models on your own hardware is always unlimited; cloud Free plan has starter credits); paid from $20 per month (Pro, $60 of cloud usage credits) | macOS, Linux, Windows | Running open models on your own machine | Docs only |
| llama.cpp | Free (free open-source inference engine; you supply the hardware) | macOS, Linux, Windows | Self-hosting with full control | Docs only |
| OpenRouter | Free (free models limited to 20 requests/minute and 50 requests/day (1,000/day after buying $10 of credits)) | Web API | Switching between models behind one key | Docs only |
| Le Chat | Free (Free plan); paid from $14.99 per month (Pro) | Web, iOS, Android | Hosted chat without per-token billing | Docs only |
| ChatGPT | Free (Free plan at $0/month); paid from $8 per month (Go; Plus $20/month; availability varies by region) | Web, iOS, Android, macOS, Windows | A familiar hosted chat app | Docs only |
| Claude | Free (Free plan at $0); paid from $17 per month, billed annually (Pro; $20 billed monthly) | Web, iOS, Android, macOS, Windows | AI assistant | Docs only |
| Gemini app | Free (Free with a Google account); paid from $4.99 per month (Google AI Plus) | Web, iOS, Android | AI assistant | Docs only |
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Explore the interface and watch a workflow before choosing.
By OpenAI ·
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DeepSeek today: Paid from $0.15 per 1M input tokens, cache miss, off-peak, API pay per token (DeepSeek pricing, checked 2026-10-23).
DeepSeek's API prices depend on the time of day: peak rates, 01:00 to 04:00 and 06:00 to 10:00 UTC on weekdays, are double the off-peak rates, so cost varies with when jobs run. Concurrency limits are 2,500 for deepseek-flash and 500 for deepseek-v4-pro. Model names also change: the older deepseek-v4-flash names are retired, and requests using them are now served by DeepSeek-V4.1-Flash-1017 and billed at the Flash price. Whether the consumer chat app is free is not stated there.
Compared with DeepSeek: MIT-licensed runtime that serves models on your own hardware with no usage meter for local runs. Cloud Free has starter credits and Pro is $20 a month. Against DeepSeek's per-token API you trade hosted speed for privacy and no metered bill.
Price: Free (running models on your own hardware is always unlimited; cloud Free plan has starter credits); paid from $20 per month (Pro, $60 of cloud usage credits) (Ollama pricing, checked 2026-10-22).
Platforms and license: macOS, Linux, Windows. MIT (open source).
Project activity: 185k GitHub stars · latest release v0.40.12 (Oct 27, 2026) · last commit Oct 27, 2026
Best for: Running open models on your own machine.
Worth knowing: Platform list is from the project's download offering; confirm on ollama.com/download.
Compared with DeepSeek: Free MIT-licensed inference engine that runs model files on hardware you supply. Compared with DeepSeek's API there is no per-token charge and nothing leaves your machine, but you handle the setup and the hardware cost yourself.
Price: Free (free open-source inference engine; you supply the hardware) (llama.cpp pricing, checked 2026-10-22).
Platforms and license: macOS, Linux, Windows. MIT (open source).
Project activity: 132.6k GitHub stars · latest release v0.7.0 (Oct 15, 2026) · last commit Oct 27, 2026
Best for: Self-hosting with full control.
Worth knowing: License taken from the GitHub repository metadata.
Compared with DeepSeek: One API across many providers' models, with free models limited to 50 requests a day, or 1,000 after buying $10 of credits. Versus DeepSeek's own API you get one key for many models, and you pay a 5.5% fee on credit purchases.
Price: Free (free models limited to 20 requests/minute and 50 requests/day (1,000/day after buying $10 of credits)) (OpenRouter pricing, checked 2026-10-22).
Platforms and license: Web API. Proprietary.
Best for: Switching between models behind one key.
Worth knowing: One API over many providers' models; 5.5% fee when buying credits on the Standard plan.
Compared with DeepSeek: Hosted chat with a free plan, and Pro at $14.99 a month. Compared with DeepSeek's chat you get a Mistral-model assistant and no per-token billing, but Le Chat does not give you model weights to run yourself.
Price: Free (Free plan); paid from $14.99 per month (Pro) (Le Chat pricing, checked 2026-10-22).
Platforms and license: Web, iOS, Android. Proprietary.
Best for: Hosted chat without per-token billing.
Compared with DeepSeek: Free plan at $0 gives hosted chat, and Plus is $20 a month, billed monthly only. Against DeepSeek you trade open-weight models for a closed hosted one, and you gain a familiar chat app without an API meter.
Price: Free (Free plan at $0/month); paid from $8 per month (Go; Plus $20/month; availability varies by region) (ChatGPT pricing, checked 2026-10-25).
Platforms and license: Web, iOS, Android, macOS, Windows. Proprietary.
Best for: A familiar hosted chat app.
Worth knowing: Go is listed at $8/month and Plus at $20/month. Pro tiers are $100, $200 and $500/month. Plan availability and usage vary.
Compared with DeepSeek: Free plan at $0, with Pro at $17 per month billed annually ($20 monthly) and Max from $100. A flat subscription chat product, where DeepSeek's listed prices are per million tokens through the API.
Price: Free (Free plan at $0); paid from $17 per month, billed annually (Pro; $20 billed monthly) (Claude pricing, checked 2026-10-22).
Compared with DeepSeek: Free with a Google account; Google AI Plus is $4.99 per month, AI Pro $19.99 and Ultra from $99.99. A consumer app with flat tiers, unlike DeepSeek's per-token API pricing.
Price: Free (Free with a Google account); paid from $4.99 per month (Google AI Plus) (Gemini app pricing, checked 2026-10-22).
Docs-only for Ollama, llama.cpp, OpenRouter, Le Chat, ChatGPT: we did not install or run them, so feature claims come from vendor pages and we did not test import from DeepSeek. Vendor prices and free limits change; confirm on the linked pricing page before you buy or migrate.
Kevin Fan is a SaaS founder. He runs Free Instead Of, which tracks free and open-source alternatives to paid software and checks each price and free-plan limit against the vendor's own pages.
Based on official pricing and product pages checked between 2026-10-22 and 2026-10-25: DeepSeek, Ollama, llama.cpp, OpenRouter, Le Chat, ChatGPT, Claude, Gemini app. Prices, free limits and licenses are the figures shown on those pages on those dates. No tool on this page was installed or run. No accounts were created.