LOADING DATASHEET
LOADING DATASHEET
by OpenCode Zen
RANKED #310 OF 317 ASSISTANTS · OVERALL #481 OF 493 RANKED · VIBE SCORE 4.6 · 92 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
MiMo omni model for text, image, video, audio, and agents
1 mentions
6 mentions
26 weeks · 98 voices in this window
HOLDING UP
Recent vibe is steady. No clear fade in the crowd.
Open weights: download MiMo V2.5 Free once and it's yours. No subscription, no rate limits, works offline.
310B MoE (15B active), a Q4 quantized weight file is about 175 GB
Apple Mac Studio (M2 Ultra, 192 GB Unified Memory)
192 GB UNIFIED MEMORY
~$5,200 USEDQ4 quantization, ~12 tok/s, 32k context
Dual Apple Mac Studio (M2 Ultra, 192 GB each via llama.cpp R
384 GB UNIFIED MEMORY
~$10,400 USEDQ4 to Q8 quant, ~18 tok/s, 100k context
8x NVIDIA RTX 6000 Ada Server Rig
384 GB VRAM
~$58,000 NEWFP16 unquantized, ~45 tok/s, 200k full 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 MiMo V2.5 Free takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMApple Mac Studio (M2 Ultra, 192 GB Unified Memory) | SWEET SPOTDual Apple Mac Studio (M2 Ultra, 192 GB each via llama.cpp R | FULL POWER8x NVIDIA RTX 6000 Ada Server Rig |
|---|---|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~42 S | ~28 S | ~11 S |
| Summarize a documenta long report boiled down to the points that matter | ~2.1 MIN | ~83 S | ~33 S |
| Build a websitea small landing page, markup and styles together | ~11 MIN★★★★★ | ~7.4 MIN★★★★★ | ~3 MIN★★★★★ |
| Build a backendan API with routes, storage and tests | ~35 MIN★★★★★ | ~23 MIN★★★★★ | ~9.3 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~21 MIN★★★★★ | ~14 MIN★★★★★ | ~5.6 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.
People are mostly frustrated with MiMo V2.5 Free right now.
92 POSTS · 0 COMMENTS · GITHUB · HACKER NEWS · LEMMY · REDDIT
0 thumbs up · 3 thumbs down
0 thumbs up · 3 thumbs down
Other models the crowd has fully reviewed, starting with multimodal models like this one.
[OC] USA vs China nuclear electricity generation from 1960 to 2026
All mechanisms exhausted. Awaiting Owner decision.
All mechanisms exhausted. Need GPU or new direction.
Fix cost and token reporting across backend CLIs; refresh model catalogs
All mechanisms exhausted. Escalating to owner.
lab: R1-R6 guard re-harden + PAT contains fix + GPU neural training infra (Refs #226)
lab: remove forbidden neural-train.yml per halt, preserve R1-R6 + PAT contains (Refs #226)
Two seats stuck as corpses: opencode/mimo-v2.5-free (25 fails) and straitly/deepseek-v4-pro (43 fails), comeback_never_released
Fix Factory Model Discovery apply empty-minute crash after unused-free grow
fix(providers): handle deactivated fleet cards, ollama api totals, and data health unpriced exclusions
fix(ai): round generated catalog prices to source precision (CD-1623)
bug(ladder): zen-релей отвечает HTTP 404 — 4 из 5 уровней deepseek-лестницы мертвы (#36/#39)