Qwen3-VL-8B-Instruct qwen3-vl-8b-instruct

qwen · qwen vision efficient

unranked — no quality signals yet

params
8.8B
arch
dense
context
256k
license
apache-2.0 open weights
released
Oct 2025
downloads/30d
6.9M

# architecture

attn shared GQA 32q/8kv feed-forward (dense) every parameter, every token out ×36 layers ctx 262,144 8.8B — no routing
layers
36
d_model
4096
heads
32q / 8kv
head dim
128
vocab
151936
family
qwen3_vl_text

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 — ● 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 —
bench_composite 0.30 0.0

benchmark panel evidence:

complete panelscore (0–100)
aime-2025-v10.0

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

full methodology

# trend

OGM score · last 111 days
OGM score over 111 days
overall rank (up is better)
Overall rank over 111 days

methodology changed during this history window; score movement across that boundary is not model movement. See methodology v6.

# benchmarks

benchmarkscoresourcedate
Ai2d 0.9 / 1 LLM Stats —
AIME 2025 0.5 / 1 LLM Stats —
Bfcl-v3 0.7 / 1 LLM Stats —
Blink 0.7 / 1 LLM Stats —
Cc-ocr 0.8 / 1 LLM Stats —
Charadessta 0.6 / 1 LLM Stats —
Charxiv-d 0.8 / 1 LLM Stats —
Charxiv-r 0.5 / 1 LLM Stats —
Mm-mt-bench 7.7 LLM Stats —

# where to run

providerquantctx$/M in$/M out$/M cacheprice srctpsuptime✓
SiliconFlow — ——— siliconflow — — ✓
Novita 128k $0.08$0.50— via litellm — —
Together 256k $0.18$0.68— via litellm — —
Parasailbf16 256k $0.25$0.75$0.12 via openrouter — 100.0%

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

# variants

Qwen3-VL-8B-Thinking

source aliases
aa
qwen3-vl-8b-instruct
llmstats
qwen3-vl-8b-instruct
openrouter
qwen/qwen3-vl-8b-instruct