Resources
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Practical guides and tools to pick the right model, estimate what it costs and start building on ccsio.ai.
Guides
Models by capability
Every model, sorted by what it does.
Seven capabilities, ten models. Start with the job, then pick the model.
Chat
Qwen 3.8Available nowOne million tokens. Endless possibilities.Analyze entire codebases in one pass, accelerate coding and agents with 1M-token context and MoE inference at just 6B active.1M ctx · 180B MoE · 6B active · textGemma 4Available nowPowerful AI. Remarkably efficient.Open Apache-2.0 model with 256K context and out-of-the-box support for 35+ languages, pre-trained on 140+.256K ctx · 26B MoE · 4B active · text
Reasoning
DeepSeek 4.1 FlashComing soonThink bigger. Go deeper.MIT-licensed, with Terminal-Bench 2.1 results above leading frontier models and reasoning across a million tokens.1M ctx · 552B MoE · 8B / 16B active · textGLM 5.3Coming soonWhen complexity demands more than an answer.Autonomous coding at near-frontier quality: open weights, strong on Terminal Bench 3.0 and long-horizon agent tasks.1M ctx · 744B MoE · 40B active · text
Embeddings
mxbai-embed-large v1Available nowMake your knowledge instantly discoverable.Tiny but mighty English embeddings that led their MTEB class at release, matching models 20x larger. Matryoshka dimensions, binary quantization.512 ctx · 335M · text → vectorQwen3 Embedding 0.6BAvailable nowYour knowledge. Every language. One search.Search across 100+ languages and code in one instruction-aware embedder, with 32K context and dimensions you can tune.32K ctx · 0.6B · text / code → vector
Included unlimited* on every plan*: Qwen 3.8, Gemma 4.
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