DeepSeek V3.2 deepseek-v3.2
deepseek-ai · deepseek hybrid-reasoning flagship
unranked — no quality signals yet
- params
- 671B (A37B)
- arch
- moe
- context
- 128k
- license
- mit open weights
- released
- Dec 2025
- reasoning
- yes
- downloads/30d
- 1.9M
# why ranked
Coding: #14 — score 64.1 ● medium — one signal missing, weights renormalized
| signal | weight | input (0–100) |
|---|---|---|
| aa_coding | 0.25 | — |
| aider_polyglot | 0.25 | 100.0 |
| arena_elo_code | 0.15 | — |
| swe_bench_verified | 0.35 | 38.5 |
missing signals are dropped and the remaining weights renormalized — never imputed.
Agentic: #9 — score 38.5 ● low — a single signal; treat with caution
| signal | weight | input (0–100) |
|---|---|---|
| swe_bench_verified | 1.00 | 38.5 |
# trend
collecting history — trends appear after a few daily runs.
# benchmarks
# where to run
| provider | quant | ctx | $/M in | $/M out | $/M blend | tps | uptime |
|---|---|---|---|---|---|---|---|
| StreamLake | fp8 | 125k | $0.23 | $0.34 | $0.26 | — | 100.0% |
| Baidu | fp8 | 128k | $0.25 | $0.38 | $0.28 | — | 100.0% |
| AtlasCloud | fp8 | 160k | $0.26 | $0.38 | $0.29 | — | 100.0% |
| DeepInfra | fp4 | 160k | $0.26 | $0.38 | $0.29 | — | 96.1% |
| SiliconFlow | fp8 | 160k | $0.26 | $0.42 | $0.30 | — | 99.9% |
| Novita | fp8 | 160k | $0.27 | $0.40 | $0.30 | — | 99.9% |
| GMICloud | fp8 | 160k | $0.29 | $0.43 | $0.32 | — | 97.7% |
| Venice | unknown | 160k | $0.33 | $0.48 | $0.37 | — | 99.7% |
| Alibaba | unknown | 128k | $0.37 | $1.11 | $0.56 | — | 99.7% |
| DigitalOcean | unknown | 64k | $0.42 | $1.36 | $0.66 | — | 100.0% |
| Friendli | unknown | 160k | $0.50 | $1.50 | $0.75 | — | 99.8% |
| unknown | 160k | $0.56 | $1.68 | $0.84 | — | 99.9% | |
| Phala | unknown | 160k | $1.00 | $1.00 | $1.00 | — | 99.5% |
| SambaNova | unknown | 32k | $3.00 | $4.50 | $3.38 | — | 84.7% |
blended = (3·input + output) / 4 per 1M tokens · cheapest first
source aliases
- aa
deepseek-v3.2- aider
DeepSeek-V3.2-Exp (Chat),DeepSeek-V3.2-Exp (Reasoner)- openrouter
deepseek/deepseek-chat-v3.2,deepseek/deepseek-v3.2- swebench
deepseek-v3.2-reasoner