LLM Model Specs, Token Costs & VRAM Directory
Benchmark leading closed-source and open-weights models. Calculate your monthly inference API bills, compute exact context window memory overhead, and check minimum GPU hardware for local Ollama execution.
GPT-4o (Omni)
Flagship multimodal foundation model with high speed and competitive intelligence.
Claude 3.5 Sonnet
Industry-standard coding assistant model recognized for exceptional software engineering ability.
DeepSeek R1 (Reasoning)
Breakthrough open-weights reinforcement-learning reasoning model rivaling OpenAI o1.
Llama 3.3 70B Instruct
Meta's flagship open-weights model delivering near 405B-class performance at 70B efficiency.
Qwen 2.5 Coder 32B
Best-in-class local coding model capable of running entirely on a single 24GB consumer GPU.
Mistral Small 3 (24B)
High-efficiency open-weights model fine-tuned for reasoning and multi-lingual tasks.
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