Pick DeepSeek when the bill is the constraint: near-frontier reasoning and code at roughly $0.30 in and $0.50 out per million tokens, which is the reason it is the default cheap model in cost-sensitive automations. Pick Gemini when the input is the constraint: 2M+ tokens of context and real multimodal handling of video and PDFs. They are cheap-per-token versus big-per-prompt, not better versus worse.
DeepSeek vs Gemini
DeepSeek is free. Gemini starts at $19.99/mo.
Frontier-grade reasoning at 1/10th the cost
Google's multimodal LLM with very long context
Pick DeepSeek when the bill is the constraint: near-frontier reasoning and code at roughly $0.30 in and $0.50 out per million tokens, which is the reason it is the default cheap model in cost-sensitive automations. Pick Gemini when the input is the constraint: 2M+ tokens of context and real multimodal handling of video and PDFs. They are cheap-per-token versus big-per-prompt, not better versus worse.
DeepSeek and Gemini are alternatives in the LLMs category. DeepSeek: Frontier-grade reasoning at 1/10th the cost. Gemini: Google's multimodal LLM with very long context. DeepSeek is free; Gemini starts at $19.99/mo.
- You are running high-volume automations where API cost per million tokens decides the architecture.
- You want reasoning and code quality close to the frontier labs without their rates.
- You want a free chat tier for everyday use and a very cheap API for everything scripted.
- The work is text in, text out, and you do not need multimodal input.
- You need to feed in a whole codebase, a video, or a stack of PDFs in a single prompt.
- Context length is the actual limit you keep hitting, since Gemini handles 2M+ tokens.
- Multimodal input is core to the workflow rather than an occasional screenshot.
- You want a flat consumer subscription at $19.99/mo Advanced instead of a metered bill.
| Attribute | DeepSeek | Gemini |
|---|---|---|
| Strength | Cost per token | Context length + multimodal |
| API price | ~$0.30/$0.50 per M tokens in/out | Tier-based |
| Consumer plan | Free chat | $19.99/mo Advanced |
| Context | Text-scale prompts | 2M+ tokens |
| Multimodal input | Not in the chat product | Yes, video and PDFs |
DeepSeek. It has a free tier; Gemini starts at $19.99/mo.
Frontier-grade reasoning at 1/10th the cost. It sits in the llms category, and ships in 1 tested stack here.
Google's multimodal LLM with very long context. It sits in the llms category, and ships in 1 tested stack here.
They are alternatives at the same step, so most stacks pick one or the other. No aistack.sh stack uses both today, though nothing prevents a custom workflow.
Beyond each other, DeepSeek's closest alternatives are Claude, ChatGPT, Grok. Gemini's closest alternatives are Claude, ChatGPT, Mistral.