MiMo-V2.6-Flash mimo-v2.6-flash

xiaomi · mimo

unranked — no quality signals yet

params
310.8B
arch
moe
context
1050k
license
mit open weights
released
Sep 2026
downloads/30d
89.6k

# architecture

attn shared GQA 64q/4kv router top-8 of 256 expert ×256 expert out ×48 layers ctx 1,050,000 310.8B pool
layers
48
d_model
4096
heads
64q / 4kv
head dim
192
experts
top-8 of 256
vocab
152576
family
mimo_v2

signal path of one layer, generated from the registry's structured fields — dimension lines quote the model's real numbers; an MoE trace forks at the router, a dense trace runs straight through. Geometry fields come from the repo's config.json.

# why ranked

Overall: provisional — score 91.1 ● low — a single signal; treat with caution

provisional: too few independent signals for a numbered position — the score is shown, but this model sorts after every ranked model.

signalweightinput (0–100)
aa_intelligence 0.70 91.1
bench_composite 0.30 —

missing signals are dropped and the remaining weights renormalized — never imputed.

full methodology

# trend

OGM score · last 34 days
OGM score over 34 days

# benchmarks

benchmarkscoresourcedate
AA Intelligence Index 37.9 Artificial Analysis —
Agents-last-exam 0.3 / 1 LLM Stats —
Automationbench-1.0.6 0.5 / 1 LLM Stats —
LMArena Elo (Code) 1636.0 LMArena Oct 2026

# where to run

providerquantctx$/M in$/M out$/M cacheprice srctpsuptime✓
Darkbloomfp4 1024k $0.10$0.28$0.05 via openrouter — 99.4%
Io Netfp8 1048k $0.10$0.28$0.00 via openrouter — 99.8%
GMICloudbf16 1050k $0.12$0.24$0.00 via openrouter — 96.1%
Makorafp8 1024k $0.13$0.28$0.00 via openrouter — 100.0%
Relacemxfp4 1024k $0.13$0.28$0.00 via openrouter — 100.0%
DeepInfrafp8 1024k $0.14$0.28— deepinfra — 57.4% ✓
Cohereunknown 1024k $0.14$0.28$0.00 via openrouter — 100.0%
Novitafp8 1024k $0.14$0.28— novita — 98.7% ✓
Opencode Go 1024k $0.14$0.28— via litellm — —
Xiaomifp8 1024k $0.14$0.28$0.00 via openrouter — 100.0%
Xiaomi Mimo 1024k $0.14$0.28— via litellm — —
Venicefp8 1000k $0.17$0.35— venice — 20.9% ✓

sorted by blended price ((3·input + output) / 4 per 1M) · ✓ = the provider's own catalog confirms the offer · "via …" prices are what the aggregator routing the offer charges, not the provider's own list price

source aliases
llmstats
mimo-v2.6-flash
openrouter
xiaomi/mimo-v2.6-flash