LOADING DATASHEET
LOADING DATASHEET
by Alibaba
RANKED #161 OF 316 ASSISTANTS · OVERALL #215 OF 493 RANKED · VIBE SCORE 6.6 · 1,499 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
A powerful open AI model designed to handle complex tasks and provide accurate answers.
183 mentions
106 mentions
26 weeks · 1,155 voices in this window
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
Open weights. You can use a hosted service, or download it and run it yourself, free.
Open weights: download Qwen3 235B A22B once and it's yours. No subscription, no rate limits, works offline.
235B parameters (MoE with 22B active), a Q4 file is about 143 GB, while a Q2 file is about 88 GB
Apple Mac Studio M2 Ultra (used)
128 GB UNIFIED MEMORY
~$2500 USEDQ2 (UD-Q2_K_XL) or Q3 quant, ~5 to 8 tok/s, 32k context
Custom PC with 3x RTX 3090 GPUs (used) and Threadripper CPU
72 GB VRAM AND 128 GB RAM
~$3600 BUILTQ3_K_XL or Q4_K_M quant, ~15 tok/s, 32k context
Apple Mac Studio M3 Ultra
256 GB UNIFIED MEMORY
~$6000 NEWQ8 or FP8 precision, ~10 to 12 tok/s, up to 256k context
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
Everyday jobs on each of those rigs: how long Qwen3 235B A22B takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMApple Mac Studio M2 Ultra (used) | SWEET SPOTCustom PC with 3x RTX 3090 GPUs (used) and Threadripper CPU | FULL POWERApple Mac Studio M3 Ultra |
|---|---|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~77 S★★★★★ | ~33 S★★★★★ | ~45 S★★★★★ |
| Summarize a documenta long report boiled down to the points that matter | ~3.8 MIN★★★★★ | ~1.7 MIN★★★★★ | ~2.3 MIN★★★★★ |
| Build a websitea small landing page, markup and styles together | ~21 MIN★★★★★ | ~8.9 MIN★★★★★ | ~12 MIN★★★★★ |
| Build a backendan API with routes, storage and tests | ~64 MIN★★★★★ | ~28 MIN★★★★★ | ~38 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~38 MIN★★★★★ | ~17 MIN★★★★★ | ~23 MIN★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
Users love that Qwen3 235B A22B consistently delivers correct answers and excels at multi-agent tasks. However, many people find it expensive to run.
362 POSTS · 1137 COMMENTS · REDDIT · HACKER NEWS · BLUESKY · STACK OVERFLOW · OTHER FORUMS · LEMMY · DEV FORUMS · GITHUB · X · BLOG
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“Built a 6-agent psychology pipeline on self-hosted Qwen3-235B — the jump from 30B was actually worth it for this task.”
Checked picks first: tags say why you would switch, stars say how fully each one stands in for Qwen3 235B A22B.
Qwen3.8
Qwen 3.8 27B
Qwen 3.6 27B is the sweet spot for local development
Qwen3.8-Max: A New Bar for Coding and Cowork
Qwen 3.8
Qwen 3.8 27B is excellent, but it defaults to overthinking things
Qwen3-TTS family is now open sourced: Voice design, clone, and generation
Qwen 3.8 27B available on Cerebras at 1500 tokens/s
Qwen3-Omni: Native Omni AI model for text, image and video
Qwen3-Next
Qwen3.8 Max now ranked as the best overall model by agentic index
Qwen3.5 122B and 35B models offer Sonnet 4.5 performance on local computers