MODEL · ALIBABA · 35B TOTAL / 3B ACTIVE
Qwen 3.6-35B-A3B
Alibaba's post-3.5 refresh specifically targeting agentic coding — claims to beat dense Qwen 3.5 27B and Gemma 4 31B on coding + reasoning at the same active-param budget. Fully multimodal.
License: Apache 2.0 · Context: 262K native · Released: April 16, 2026 (3 days before this site's snapshot)
The decision in five lines
- The call
- Buy — for chat
- Best for
- chat · agents
- Runs on
- 16 hardware picks fit (cheapest: Minisforum UM890 Pro · $463)
- Watch out
- Production workflows needing stable tooling today — the model is 3 days old, quantization formats and engine support are still stabilizing.
- Evidence
- Estimated
- 35B total
- PARAMETERS
- MOE
- TYPE
- 262K
- CONTEXT
- ~17 GB
- VRAM AT Q4
Where we recommend this
Every tier slot in the planner where this model is a top or alternate pick. Pulled live from planner.js — when the planner refreshes, this table stays current.
The call
Alibaba's post-3.5 refresh specifically targeting agentic coding — claims to beat dense Qwen 3.5 27B and Gemma 4 31B on coding + reasoning at the same active-param budget. Fully multimodal.
When not to use: Production workflows needing stable tooling today — the model is 3 days old, quantization formats and engine support are still stabilizing. Qwen 3.5 35B-A3B is the proven-stable equivalent.
Runner notes
Use unsloth dynamic GGUFs (`unsloth/Qwen3.6-35B-A3B-GGUF`) for best Q4 quality right now. Native Ollama tag and MLX builds likely 1–2 weeks out.
Hardware that fits
Every hardware pick whose memory fits this model at the quant we recommend. Sorted cheapest-first — the top row is your best-value fit. Click through for the full buyer’s guide.
- Minisforum UM890 ProGood · 1.3× 32 GB DDR5 (shared) · $463–$580 all-in
- AMD Radeon RX 7900 XTXGood · 1.3× 24 GB · $760 used / ~$1,500 new
- NVIDIA RTX 3090 (used, single)Good · 1.3× 24 GB · $950–$1,200
- MacBook Air M5 24 GBRequires tweak · 1.2× 24 GB unified · $1,299–$1,699
- Mac Mini M4 Pro 24 GBRequires tweak · 1.2× 24 GB unified · $1,399
- Dual RTX 3090 (used)Perfect · 2.6× 48 GB · $1,800–$2,500 all-in
- Framework Desktop (Ryzen AI Max+ 395)Perfect · 4.6× 128 GB unified · $1,999–$2,851
- NVIDIA RTX 4090Good · 1.3× 24 GB · $2,200–$2,800
- M5 Pro MacBook Pro 48 GBPerfect · 1.7× 48 GB unified · $2,599–$3,099
- NVIDIA RTX 5090Perfect · 1.7× 32 GB · $2,910–$4,300
- Mac Studio M4 Max 64 GBPerfect · 2.3× 64 GB unified · $3,199
- NVIDIA RTX A6000 (48 GB, used)Perfect · 2.6× 48 GB ECC · $3,500–$4,500
- Mac Studio M3 Ultra 96 GBPerfect · 3.5× 96 GB unified · $3,999
- M5 Max MacBook Pro 64 GBPerfect · 2.3× 64 GB unified · $4,499
- NVIDIA DGX SparkPerfect · 4.6× 128 GB unified · $4,699
- Dual RTX 5090Perfect · 3.5× 64 GB (2×32) · $8,500–$10,500
Next step
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