Qwen3 235B A22B qwen3-235b-a22b
qwen · qwen hybrid-reasoning flagship
unranked — no quality signals yet
- params
- 235B (A22B)
- arch
- moe
- license
- apache-2.0 open weights
- released
- Apr 2025
- reasoning
- yes
- train compute
- 4.8e+24 FLOP
- downloads/30d
- 404.8k
# architecture
- layers
- 94
- d_model
- 4096
- heads
- 64q / 4kv
- head dim
- 128
- experts
- top-8 of 128
- vocab
- 151936
- family
- qwen3_moe
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 50.0 ● 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_intelligence | 0.70 | — |
| bench_composite | 0.30 | 50.0 |
benchmark panel evidence:
| complete panel | score (0–100) |
|---|---|
| aider-polyglot-v1 | 51.0 |
| aime-2025-v1 | 49.0 |
missing signals are dropped and the remaining weights renormalized — never imputed.
Coding: provisional — score 81.8 ● 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 | — |
| aider_polyglot | 0.30 | 81.8 |
| swe_bench_verified | 0.40 | — |
missing signals are dropped and the remaining weights renormalized — never imputed.
# trend
methodology changed during this history window; score movement across that boundary is not model movement. See methodology v6.
# benchmarks
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M cache | price src | tps | uptime | ✓ |
|---|---|---|---|---|---|---|---|---|---|
| Featherless | — | — | — | — | via hfrouter | — | — | ||
| DeepInfra | 40k | $0.20 | $0.60 | $0.20 | via requesty | — | — | ||
| Nebius | 256k | $0.20 | $0.60 | — | via litellm | — | — | ||
| Nscale | 32k | $0.20 | $0.60 | — | via hfrouter | 20 | — | ||
| Alibaba | 128k | $0.70 | $2.80 | — | via modelsdev | — | — | ||
| Hyperbolic | 128k | $2.00 | $2.00 | — | via litellm | — | — |
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
- aa
qwen3-235b-a22b- aider
Qwen3 235B A22B diff, no think, Alibaba API- arena
Qwen3-235B-A22B- openrouter
qwen/qwen3-235b-a22b