About Gemma
Gemma is Google's family of open-weight, lightweight LLMs — small enough to run locally, permissively licensed, and popular for on-device and cost-sensitive use. Like any open model, you can self-host it; but for production APIs many teams want the cheapest capable hosted option without owning GPUs. If you're comparing Gemma alternatives, here's the map — all on LinkModel under one key.
The Best Open-Model Alternatives
- DeepSeek V4 Flash — the cheapest capable general model ($0.14/$0.28, ~98% cache discount, 1M context, MIT-licensed weights). The default value pick.
- GLM-5.1 — strong open agentic model (MIT), great for long autonomous tasks.
- Kimi K2.6 — 1T-parameter MoE, huge context, strong tool use.
- MiniMax M2.7 — cheap, capable agentic model.
For a full survey, see open source LLM API.
Self-Host Gemma vs Hosted Alternative
| Self-host Gemma | Hosted via LinkModel | |
|---|---|---|
| Best for | On-device, tiny footprint, full control | Server-side apps, scale, no ops |
| Cost | Your hardware | Fixed per request, up to 30% off |
| Capability ceiling | Lightweight | Up to frontier models |
| Data | Local | Zero retention default |
Gemma shines when you truly need on-device/edge or a tiny local model. For server-side apps, a hosted open model like DeepSeek usually gives more capability per dollar without the ops.
Call an Alternative
# swap the model string, e.g. "deepseek-v4-flash"
curl -X POST https://api.linkmodel.ai/v1/chat/completions \
-H "Authorization: Bearer $LINKMODEL_API_KEY" -H "Content-Type: application/json" \
-d '{ "model": "deepseek-v4-flash", "messages": [{"role":"user","content":"Summarize and tag these tickets: ..."}] }'Confirm the chat endpoint in the docs. New to keys? See how to get an API key.
Which to Choose
- Cheapest capable, general → DeepSeek V4 Flash.
- Long autonomous / agentic → GLM-5.1 or Kimi K2.6.
- On-device / tiny footprint → self-host Gemma itself.
Cost tactics in cheapest LLM API; how to pick in how to choose an LLM.
Bottom Line
Gemma is great for on-device and lightweight local use. For a hosted, more capable, cost-efficient alternative, DeepSeek V4 Flash is the default, with GLM, Kimi and MiniMax for agentic work — all through one cheaper key with zero data retention.
Start free with a $1 credit and benchmark them.