Qwen3.8 27B qwen3.8-27b
qwen · qwen
#8 overall
- params
- 27.8B
- arch
- dense
- context
- 1000k
- license
- apache-2.0 open weights
- released
- Aug 2026
- downloads/30d
- 7.8M
# architecture
- layers
- 64
- d_model
- 5120
- heads
- 24q / 4kv
- head dim
- 256
- vocab
- 248320
- family
- qwen3_5_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: #8 — score 91.3 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| aa_intelligence | 0.70 | 88.2 |
| bench_composite | 0.30 | 98.4 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aa-coding-v1 | 98.4 |
Coding: provisional — score 88.2 ● 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.
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.30 | 88.2 |
| aider_polyglot | 0.30 | — |
| swe_bench_verified | 0.40 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
# benchmarks
| benchmark | score | source | date |
|---|---|---|---|
| AA Coding Index | 68.1 | Artificial Analysis | — |
| AA Intelligence Index | 33.7 | Artificial Analysis | — |
| Agents-last-exam | 0.4 / 1 | LLM Stats | — |
| Androidworld | 0.8 / 1 | LLM Stats | — |
| Babyvision | 0.9 / 1 | LLM Stats | — |
| Charxiv-r | 0.9 / 1 | LLM Stats | — |
| Claw-eval-mm | 0.6 / 1 | LLM Stats | — |
| LMArena Elo (Code) | 1591.0 | LMArena | Oct 2026 |
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Featherless | — | — | — | — | via hfrouter | — | — | ||
| Nebius | — | — | — | — | nebius | — | — | ✓ | |
| SiliconFlow | — | — | — | — | siliconflow | — | — | ✓ | |
| Tenstorrent | fp4 | 256k | $0.02 | $0.50 | $0.01 | via openrouter | — | 78.8% | |
| Chutes | fp8 | 256k | $0.04 | $1.25 | — | chutes | — | 100.0% | ✓ |
| Vultr | 256k | $0.15 | $1.00 | — | via modelsdev | — | — | ||
| Near AI | fp8 | 256k | $0.04 | $1.35 | $0.02 | via openrouter | — | 99.7% | |
| Ionstream | fp8 | 256k | $0.04 | $1.95 | $0.02 | via openrouter | — | 99.2% | |
| Darkbloom | fp4 | 256k | $0.04 | $2.20 | $0.02 | via openrouter | — | 99.8% | |
| Reka | fp8 | 256k | $0.04 | $2.20 | $0.02 | via openrouter | — | 100.0% | |
| Modal | unknown | 256k | $0.04 | $2.30 | $0.02 | via openrouter | — | 100.0% | |
| Wafer | fp8 | 256k | $0.06 | $2.30 | $0.06 | via openrouter | — | 99.9% | |
| DekaLLM | unknown | 256k | $0.04 | $2.50 | $0.02 | via openrouter | — | 100.0% | |
| AkashML | fp8 | 256k | $0.23 | $1.98 | $0.05 | via openrouter | — | 100.0% | |
| Parasail | fp8 | 256k | $0.24 | $2.20 | $0.05 | via openrouter | — | 100.0% | |
| Mancer 2 | fp8 | 256k | $0.18 | $2.50 | — | via openrouter | — | 99.2% | |
| DeepInfra | bf16 | 256k | $0.20 | $2.50 | — | deepinfra | — | 99.6% | ✓ |
| ModelRun | fp4 | 256k | $0.20 | $2.50 | $0.09 | via openrouter | — | 99.9% | |
| Phala | unknown | 1000k | $0.20 | $2.50 | — | phala | — | 99.7% | ✓ |
| Alibaba | unknown | 1000k | $0.42 | $2.55 | $0.09 | via openrouter | — | 99.4% | |
| CoreWeave | fp8 | 256k | $0.40 | $3.00 | $0.15 | via openrouter | — | 99.9% | |
| Wandb | 262k | $0.40 | $3.00 | — | via litellm | — | — | ||
| Novita | unknown | 1000k | $0.42 | $3.00 | — | novita | — | 100.0% | ✓ |
| Cerebras | fp16 | 64k | $0.99 | $1.49 | $0.99 | via openrouter | — | 100.0% | |
| AtlasCloud | fp8 | 1024k | $0.50 | $3.00 | — | atlascloud | — | — | ✓ |
| Cloudflare | unknown | 256k | $0.45 | $3.20 | $0.05 | via openrouter | — | 100.0% | |
| Venice | fp8 | 256k | $0.45 | $3.20 | — | venice | — | 100.0% | ✓ |
| OVHcloud | 256k | $0.47 | $3.19 | — | ovhcloud | 70 | — | ✓ | |
| Scaleway | 256k | $0.68 | $3.76 | $0.14 | via modelsdev | — | — | ||
| Groq | 128k | $0.80 | $4.00 | — | groq | — | — | ✓ |
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
- arena
qwen3.8-27b- hf
Qwen/Qwen3.8-27B-FP8,nvidia/Qwen3.8-27B-NVFP4- llmstats
qwen3.8-27b- openrouter
qwen/qwen3.8-27b