Qwen3-VL-8B-Instruct qwen3-vl-8b-instruct
qwen · qwen vision efficient
#104 overall
- params
- 8.8B
- arch
- dense
- context
- 256k
- license
- apache-2.0 open weights
- released
- Oct 2025
- downloads/30d
- 5.5M
# architecture
- 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: #104 — score 7.5 ● high — all signals present
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 10.2 |
| bench_composite | 0.30 | 1.3 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aa-math-v1 | 2.5 |
| aime-2025-v1 | 0.0 |
# trend
methodology changed during this history window; score movement across that boundary is not model movement. See methodology v6.
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Intelligence Index | 7.3 | Artificial Analysis | — |
| AA Math Index | 27.3 | Artificial Analysis | — |
| 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
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| SiliconFlow | — | — | — | — | siliconflow | — | — | ✓ | |
| Novita | 128k | $0.08 | $0.50 | — | via litellm | — | — | ||
| Together | 256k | $0.18 | $0.68 | — | via litellm | — | — | ||
| Parasail | bf16 | 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
source aliases
- aa
qwen3-vl-8b-instruct- llmstats
qwen3-vl-8b-instruct- openrouter
qwen/qwen3-vl-8b-instruct