Beats bigger models
Qwen3.6-27B scores 77.2% on SWE-bench Verified and 87.8% on GPQA Diamond, outrunning the larger Qwen3.5-397B MoE on agentic coding.
Alibaba's Qwen team shipped Qwen3.6 in April 2026 under an Apache 2.0 license: a dense 27B flagship and an efficient 35B-A3B mixture of experts with only 3B active parameters. It reads up to about a million tokens, accepts text, images and video, and its 27B beats far larger models on agentic coding at 77.2 percent on SWE-bench Verified. On avots.ai you run every Qwen3.6 tier pay per use, no subscription, next to GPT-5.6, Claude Sonnet 5, Gemini and 40+ media models.
| Qwen3.6-27B | Qwen3.6-35B-A3B | Qwen3.6-Flash | |
|---|---|---|---|
| Type | dense 27B flagship | MoE, 3B active | fast hosted tier |
| License | Apache 2.0, open | Apache 2.0, open | hosted API |
| Context window | 256K, ~1M via YaRN | 256K, ~1M via YaRN | 1M tokens |
| Input | text, image, video | text, image, video | text, image, video |
| On avots.ai | pay per use | pay per use | pay per use |
Pick the dense 27B for the strongest single answers, the 35B-A3B MoE when you want frontier quality at a low active cost, and Flash or Plus when speed and a full million tokens matter more than depth. Switch freely, one balance covers them all.
Qwen3.6-27B scores 77.2% on SWE-bench Verified and 87.8% on GPQA Diamond, outrunning the larger Qwen3.5-397B MoE on agentic coding.
Download and self-host commercially. The 27B runs in about 18GB VRAM at 4-bit, or run it hosted on avots.ai with no GPU.
262,144 native tokens, extensible to about a million via YaRN, with text, image and video input across both open variants.
Gated DeltaNet plus gated self-attention, with a hybrid thinking mode on by default and Thinking Preservation across a chat.
Sign up on app.avots.ai with email, Google or Telegram. Takes a minute.
1,000 tokens cost 0.99 EUR. No plan to choose, no renewal, the balance sits there until you use it.
Choose Qwen3.6-27B, 35B-A3B, Plus or Flash in the model picker, or let Agent Avots route. Every reply shows its token cost.
app.avots.ai on desktop and mobile, no install needed.
Qwen3.6 in @AvotsAIbot, same balance, from any phone.
Use it inside Claude Desktop, Cursor or Cline via the MCP server.
The OpenAI compatible API takes your existing client, one key for every model.
1,000 tokens cost 0.99 EUR and a Qwen3.6 reply costs a handful of them. The same balance also unlocks GPT-5.6, Claude Sonnet 5, Gemini, Kimi K3, Veo video and Nano Banana images.
Sign up and chat ✦Every LLM on avots.ai and which one to pick per task.
Moonshot's frontier open model, number one at coding, 1M context.
DeepSeek's open frontier model, huge context, very low price.
Z.ai's open-weight leader with a 744B MoE and top GPQA scores.
Anthropic's most agentic Sonnet, 1M context, near Opus quality.
OpenAI's newest family, three tiers, 1M context, pay per use.
avots.ai runs 40+ AI models for chat, image, video and audio on one balance. See the full list on the Tools page or open the app and start creating.