@swyx: any time a model router company drops data, its worth browsing. here we learn that gemini leads in education and person…
Summary
Model router data from Vercel Gateway reveals that Gemini leads in education and personal assistants, Ant (likely Anthropic) leads in vibecoding and koding, and OpenAI leads in recruiting outreach.
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Cactus Hybrid Router: Gemma4-2B can match Gemini-3.1-Flash-Lite by routing 15-55% of tasks to Gemini And Running The Rest Locally.
Cactus Hybrid Router is a 65k parameter model that dynamically routes tasks between local edge models (like Gemma4-2B) and frontier cloud models (like Gemini-3.1-Flash-Lite) to optimize cost and performance, with adjustable edge-cloud ratios and support for text, vision, and audio prompts.
@jakevin7: An interesting thing. The DeepSeek V4 technical report conducted a comprehensive evaluation of all major LLMs, concluding that Gemini 3.1 Pro has the strongest world knowledge among all models. Not GPT, not Claude, but Gemini. But when people use Gemini...
According to the DeepSeek V4 technical report's evaluation of mainstream LLMs, Gemini 3.1 Pro is considered to have the strongest world knowledge, but users generally find it hard to use because the model does not proactively use search tools.
Gemini 2.5: Our most intelligent models are getting even better
Google announces Gemini 2.5 series updates, including improved 2.5 Pro and Flash models with new capabilities like Deep Think (enhanced reasoning mode), native audio output, and computer use abilities via Project Mariner. The models now lead on WebDev Arena and LMArena leaderboards.
Gemini api showing agentic gemini models
Google's Gemini API now exposes agentic models, enabling developers to build autonomous AI agents with enhanced reasoning and action capabilities.
@swyx: https://x.com/swyx/status/2059478552085692512
AI news roundup covering Fireworks' $15B and Baseten's $11B funding rounds, OpenRouter's $113M round, and the emerging importance of agent harness engineering over base models in coding agents.