DeepSeek: DeepSeek V3.2
Released Dec 1, 2025Try it on:
DeepSeek-V3.2 is a large language model designed to harmonize high computational efficiency with strong reasoning and agentic tool-use performance. It introduces DeepSeek Sparse Attention (DSA), a fine-grained sparse attention mechanism...
Best overall rank
#54
▼ 1 vs 7d ago
Total arena votes
373,928
Across 62 (subset, category) entries
Providers on OR
11
Baidu + others
First seen
2026-05-08
45 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $0.229
- Output (per 1M)
- $0.343
Capabilities
Modality
text->textContext
131K tokens
Tokenizer
DeepSeek
Max output
64K tokens
Moderation
Unmoderated
Hugging Face
Supported parameters
frequency_penalty
include_reasoning
logit_bias
logprobs
max_tokens
min_p
presence_penalty
reasoning
repetition_penalty
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_k
top_logprobs
top_p
Providers
| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Baidu | baidu/fp8 | 131K | $0.252 | $0.378 | 99.98% | - | fp8 | - |
| Friendli | friendli | 164K | $0.500 | $1.50 | 99.92% | - | - | - |
| StreamLake | streamlake | 128K | $0.229 | $0.343 | 99.37% | - | - | - |
| Novita | novita/fp8 | 164K | $0.269 | $0.400 | 99.36% | - | fp8 | - |
| Alibaba | alibaba | 131K | $0.370 | $1.11 | 99.27% | - | - | - |
| AtlasCloud | atlas-cloud/fp8 | 164K | $0.260 | $0.380 | 99.20% | - | fp8 | - |
| SiliconFlow | siliconflow/fp8 | 164K | $0.259 | $0.420 | 99.18% | - | fp8 | - |
| DigitalOcean | digitalocean | 66K | $0.425 | $1.36 | 99.15% | - | - | - |
| DeepInfra | deepinfra/fp4 | 164K | $0.260 | $0.380 | 98.63% | - | fp4 | - |
| SambaNova | sambanova | 33K | $3.00 | $4.50 | 98.27% | - | - | - |
google-vertex | 164K | $0.560 | $1.68 | 97.89% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #59 | Japanese | thinking | 1390 | 311 | |
| #63 | Hard Prompts English | thinking | 1462 | 10,612 | |
| #69 | Industry Writing And Literature And Language | - | 1410 | 10,401 | |
| #70 | Industry Mathematical | thinking | 1440 | 393 | |
| #71 | Longer Query | - | 1442 | 12,953 | |
| #72 | English | thinking | 1441 | 4,365 | |
| #73 | Creative Writing | - | 1401 | 6,687 | |
| #74 | Coding | thinking | 1475 | 1,919 | |
| #77 | Expert | thinking | 1448 | 396 | |
| #77 | Hard Prompts | - | 1447 | 26,212 | |
| #77 | Spanish | - | 1417 | 1,274 | |
| #78 | Chinese | thinking | 1465 | 304 | |
| #78 | Industry Entertainment And Sports And Media | - | 1396 | 8,542 | |
| #78 | Instruction Following | - | 1417 | 3,310 | |
| #78 | Math | thinking | 1426 | 2,506 | |
| #79 | Chinese | - | 1464 | 2,442 | |
| #79 | Instruction Following | thinking | 1417 | 2,544 | |
| #79 | Korean | - | 1368 | 762 | |
| #80 | Hard Prompts | thinking | 1446 | 22,470 | |
| #80 | Industry Business And Management And Financial Operations | - | 1421 | 8,818 | |
| #81 | English | - | 1437 | 21,521 | |
| #81 | Exclude Ties | - | 1416 | 33,503 | |
| #81 | Hard Prompts English | - | 1454 | 3,206 | |
| #82 | French | - | 1442 | 1,118 | |
| #82 | Industry Software And It Services | thinking | 1459 | 3,227 | |
| #82 | Multi Turn | - | 1428 | 8,265 | |
| #83 | German | thinking | 1411 | 719 | |
| #84 | German | - | 1411 | 861 | |
| #85 | Overall | - | 1423 | 11,922 | |
| #86 | Overall | thinking | 1423 | 41,085 | |
| #87 | Coding | - | 1466 | 2,499 | |
| #87 | Exclude Ties | thinking | 1412 | 28,813 | |
| #87 | Industry Life And Physical And Social Science | thinking | 1438 | 6,583 | |
| #87 | Longer Query | thinking | 1431 | 2,074 | |
| #88 | Creative Writing | thinking | 1392 | 6,206 | |
| #88 | Math | - | 1418 | 775 | |
| #88 | Multi Turn | thinking | 1423 | 1,436 | |
| #91 | Industry Entertainment And Sports And Media | thinking | 1389 | 7,504 | |
| #91 | Industry Software And It Services | - | 1454 | 4,132 | |
| #93 | Industry Writing And Literature And Language | thinking | 1397 | 2,096 | |
| #94 | Industry Life And Physical And Social Science | - | 1435 | 1,910 | |
| #95 | Japanese | - | 1347 | 120 | |
| #96 | Industry Legal And Government | thinking | 1423 | 521 | |
| #96 | Industry Medicine And Healthcare | - | 1436 | 583 | |
| #99 | Russian | - | 1405 | 844 | |
| #104 | Industry Medicine And Healthcare | thinking | 1433 | 2,709 | |
| #104 | Russian | thinking | 1402 | 4,508 | |
| #107 | Expert | - | 1422 | 609 | |
| #107 | French | thinking | 1421 | 139 | |
| #107 | Industry Business And Management And Financial Operations | thinking | 1405 | 1,799 | |
| #107 | Industry Legal And Government | - | 1416 | 782 | |
| #109 | Industry Mathematical | - | 1413 | 633 | |
| #109 | Korean | thinking | 1345 | 195 | |
| #114 | Spanish | thinking | 1386 | 277 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #49 | Webdev-react | thinking | 1362 | 3,896 | |
| #52 | Webdev-html | thinking | 1372 | 3,998 | |
| #53 | Webdev | thinking | 1368 | 7,910 | |
| #54 | Overall | thinking | 1368 | 7,911 | |
| #56 | Webdev-react | - | 1347 | 5,199 | |
| #68 | Webdev | - | 1287 | 4,873 | |
| #72 | Overall | - | 1287 | 4,873 | |
| #73 | Webdev-html | - | 1295 | 4,873 |