LOADING DATASHEET
GROUNDED IN REAL HUMAN CONVERSATIONSYOUR BENCH
MiMo V2.5
◆ OPEN
by Xiaomi
OPEN WEIGHTSLOCALAPILONG CONTEXTPAIDREASONING
RANKED #167 OF 316 ASSISTANTS · OVERALL #228 OF 493 RANKED · VIBE SCORE 6.4 · 367 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
Perceptron Mk1.5 is a multimodal reasoning model for visual analysis and physical agents. It accepts text, images, video, and audio, supports tool calling and structured output, and can return spatial annotations such as points, boxes, poly
HAPPY9.6
54 mentions
SAD5.4
29 mentions
VIBE TRAJECTORY
26 weeks · 384 voices in this window
HONEYMOON FADING
Early praise is cooling off in recent weeks.
HOW TO USE IT
Open weights. You can use a hosted service, or download it and run it yourself, free.
RUN IT ON YOUR OWN MACHINE
Open weights: download MiMo V2.5 once and it's yours. No subscription, no rate limits, works offline.
310B MoE (15B active), a Q4 quantization is about 185 GB while Q2 is around 105 GB
- BARE MINIMUM
Apple Mac Studio M2 Ultra (128 GB Unified Memory)
128 GB UNIFIED MEMORY
~$2800 USEDQ2_K quantized text model, ~8 tok/s, 16k context (too large for standard consumer single GPUs)
- SWEET SPOT
Apple Mac Studio M2 Ultra (192 GB Unified Memory)
192 GB UNIFIED MEMORY
~$4200 USEDQ4_K_M quant, ~12 tok/s, 32k context comfortably with memory headroom
- FULL POWER
8x NVIDIA RTX 3090 24GB Rig (Custom Server)
192 GB VRAM
~$6500 USEDQ4/FP8 quant, ~45 tok/s tensor parallel, 128k context
LEARN HOW TO SET IT UP
WILL MY BOX RUN MIMO V2.5?
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.
WHAT CAN YOU ACTUALLY DO WITH IT?
Everyday jobs on each of those rigs: how long MiMo V2.5 takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMApple Mac Studio M2 Ultra (128 GB Unified Memory) | SWEET SPOTApple Mac Studio M2 Ultra (192 GB Unified Memory) | FULL POWER8x NVIDIA RTX 3090 24GB Rig (Custom Server) |
|---|---|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~63 S★★★★★ | ~42 S★★★★★ | ~11 S★★★★★ |
| Summarize a documenta long report boiled down to the points that matter | ~3.1 MIN★★★★★ | ~2.1 MIN★★★★★ | ~33 S★★★★★ |
| Build a websitea small landing page, markup and styles together | ~17 MIN★★★★★ | ~11 MIN★★★★★ | ~3 MIN★★★★★ |
| Build a backendan API with routes, storage and tests | ~52 MIN★★★★★ | ~35 MIN★★★★★ | ~9.3 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~31 MIN★★★★★ | ~21 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.
WHAT THE INTERNET SAYS
People generally like MiMo V2.5, with some gripes. Biggest praise: price.
312 POSTS · 55 COMMENTS · REDDIT · BLUESKY · GITHUB · X · LEMMY · DEV.TO · HACKER NEWS · BLOG
PEOPLE LOVE
- People feel it is worth the money (4 mentions)
PEOPLE COMPLAIN ABOUT
- People find it expensive (2 mentions)
TOPIC BY TOPIC
- PriceMOSTLY POSITIVE
4 thumbs up · 2 thumbs down
LOOKING FOR AN ALTERNATIVE?
Checked picks first: tags say why you would switch, stars say how fully each one stands in for MiMo V2.5.
Grok 4.6
Gemini 3.7 Flash
Qwen3.8 27B
Muse Spark 1.3> SOURCES (12)
- REDDIT · 2026-06-01 · 537 UPVOTESLocal AI News You Missed - May 2026
Local AI News You Missed - May 2026
- REDDIT · 2026-05-26 · 407 UPVOTESXiami MIMO v2.5 massive price reduction
Xiami MIMO v2.5 massive price reduction
- REDDIT · 2026-04-30 · 318 UPVOTESLocal AI News You Missed - April 2026
Local AI News You Missed - April 2026
- REDDIT · 2026-08-07 · 247 UPVOTESI finally did it. GLM 5.2 and Mimo V2.5 pro can go dark. DARK dark.
I finally did it. GLM 5.2 and Mimo V2.5 pro can go dark. DARK dark.
- REDDIT · 2026-07-01 · 215 UPVOTESSWE-rebench leaderboard update: GLM-5.2, Qwen3.6-27B, Qwen3.6-35B-A3B, Gemma 4 31B and more + improved UI
SWE-rebench leaderboard update: GLM-5.2, Qwen3.6-27B, Qwen3.6-35B-A3B, Gemma 4 31B and more + improved UI
- REDDIT · 2026-09-18 · 207 UPVOTESIntroducing: Realistic Frankenstein 2.2 — Nuts & Bolts and 2.2 Douyin Edition
Introducing: Realistic Frankenstein 2.2 — Nuts & Bolts and 2.2 Douyin Edition
- REDDIT · 2026-04-27 · 185 UPVOTESXiaomi MiMo-V2.5 is now officially open-sourced
Xiaomi MiMo-V2.5 is now officially open-sourced
- REDDIT · 2026-10-01 · 153 UPVOTESIntroducing: Realistic Frankenstein 2.2.1 — Limitless Realism
Introducing: Realistic Frankenstein 2.2.1 — Limitless Realism
- REDDIT · 2026-07-07 · 133 UPVOTESMimo & deepseek are really amazing at optimizing ai. Read the the official blog page i linked, it will give amazing insight on how they…
Mimo & deepseek are really amazing at optimizing ai. Read the the official blog page i linked, it will give amazing insight on how they pulled off this kind of low pricing with 2x - 3x profit margins.
- REDDIT · 2026-05-27 · 76 UPVOTESDeepSeek V4 vs Xiami MIMO v2.5
DeepSeek V4 vs Xiami MIMO v2.5
- REDDIT · 2026-07-22 · 67 UPVOTESUpstage 'Solar open2' release. performance on par with DeepSeek V4 Flash.
Upstage 'Solar open2' release. performance on par with DeepSeek V4 Flash.
- REDDIT · 2026-05-28 · 66 UPVOTESMimo V2.5/Pro 57% to 99% price drop, matching DeepSeek v4 pricing
Mimo V2.5/Pro 57% to 99% price drop, matching DeepSeek v4 pricing