Gemini
The model behind AI Studio. Rarely used directly, I go through AI Studio for first iterations. Long contexts (1M tokens) and good multimodal.
Strengths
- Native multimodality, text, images, video, and audio in a single context
- Deep Google ecosystem integration, Docs, Gmail, Maps, Search in real time
- Flash variant optimized for real-time, low-latency production deployments
- Real-time voice models (3.8 Live, September 2026) open in AI Studio: enough to prototype a voice interface without building an audio stack
- Most cost-efficient frontier model API output pricing in 2026
Limitations
- Coding lags Claude (63.8% vs 79.6% on SWE-bench, April 2026 measurement)
- Hallucinations and logical errors still present under complex reasoning
- Privacy concerns, Google data collection practices remain a friction point
Best for
- Apps requiring real-time web grounding and Google Workspace integration
- Video, audio, and image-heavy multimodal pipelines