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
#49
Across all subsets · overall
Total arena votes
366,304
Across 62 (subset, category) entries
Providers on OR
12
Friendli + others
First seen
2026-05-08
26 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
max_tokens
min_p
presence_penalty
reasoning
repetition_penalty
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_k
top_p
Providers
| Provider | Region / Tag | Context | Input/M | Output/M | Uptime 1d | Latency | Quant | Cache |
|---|---|---|---|---|---|---|---|---|
| Friendli | friendli | 164K | $0.500 | $1.50 | 99.99% | - | - | - |
| Novita | novita/fp8 | 164K | $0.269 | $0.400 | 99.97% | - | fp8 | - |
| Baidu | baidu/fp8 | 131K | $0.252 | $0.378 | 99.80% | - | fp8 | - |
| AtlasCloud | atlas-cloud/fp8 | 164K | $0.260 | $0.380 | 99.75% | - | fp8 | - |
| Alibaba | alibaba | 131K | $0.370 | $1.11 | 99.51% | - | - | - |
| StreamLake | streamlake | 128K | $0.229 | $0.343 | 99.29% | - | - | - |
| DeepInfra | deepinfra/fp4 | 164K | $0.260 | $0.380 | 99.27% | - | fp4 | - |
| SiliconFlow | siliconflow/fp8 | 164K | $0.259 | $0.420 | 99.25% | - | fp8 | - |
google-vertex | 164K | $0.560 | $1.68 | 99.19% | - | - | - | |
| DigitalOcean | digitalocean | 128K | $0.500 | $1.60 | 98.62% | - | - | - |
| Parasail | parasail/fp8 | 164K | $0.280 | $0.450 | 97.44% | - | fp8 | - |
| SambaNova | sambanova | 33K | $3.00 | $4.50 | 97.36% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #52 | Japanese | thinking | 1392 | 311 | |
| #59 | Hard Prompts English | thinking | 1461 | 10,213 | |
| #65 | English | thinking | 1441 | 4,363 | |
| #65 | Industry Mathematical | thinking | 1441 | 393 | |
| #68 | Industry Writing And Literature And Language | - | 1409 | 10,139 | |
| #69 | Coding | thinking | 1474 | 1,919 | |
| #69 | Longer Query | - | 1440 | 12,217 | |
| #71 | Creative Writing | - | 1400 | 6,531 | |
| #72 | Hard Prompts | - | 1447 | 25,294 | |
| #72 | Instruction Following | - | 1417 | 3,313 | |
| #72 | Math | thinking | 1426 | 2,456 | |
| #72 | Multi Turn | - | 1429 | 8,034 | |
| #73 | French | - | 1443 | 1,053 | |
| #73 | Hard Prompts English | - | 1454 | 3,210 | |
| #74 | English | - | 1436 | 20,939 | |
| #74 | Instruction Following | thinking | 1416 | 2,539 | |
| #75 | Expert | thinking | 1447 | 396 | |
| #75 | Korean | - | 1370 | 192 | |
| #75 | Spanish | - | 1415 | 1,212 | |
| #76 | German | thinking | 1413 | 707 | |
| #76 | Hard Prompts | thinking | 1445 | 21,680 | |
| #76 | Industry Entertainment And Sports And Media | - | 1394 | 8,289 | |
| #76 | Industry Software And It Services | thinking | 1459 | 3,225 | |
| #77 | Exclude Ties | - | 1415 | 32,385 | |
| #77 | Industry Business And Management And Financial Operations | - | 1420 | 8,543 | |
| #77 | Overall | - | 1423 | 11,941 | |
| #79 | Chinese | thinking | 1463 | 1,918 | |
| #79 | Coding | - | 1466 | 2,501 | |
| #79 | German | - | 1410 | 855 | |
| #80 | Chinese | - | 1462 | 2,375 | |
| #80 | Industry Life And Physical And Social Science | thinking | 1439 | 6,426 | |
| #80 | Longer Query | thinking | 1431 | 2,070 | |
| #80 | Overall | thinking | 1422 | 40,111 | |
| #81 | Exclude Ties | thinking | 1411 | 27,832 | |
| #81 | Multi Turn | thinking | 1422 | 1,433 | |
| #82 | Creative Writing | thinking | 1392 | 6,054 | |
| #82 | Math | - | 1418 | 775 | |
| #84 | Industry Entertainment And Sports And Media | thinking | 1389 | 7,261 | |
| #85 | Industry Software And It Services | - | 1453 | 4,136 | |
| #86 | Industry Legal And Government | thinking | 1425 | 521 | |
| #87 | Industry Life And Physical And Social Science | - | 1435 | 1,916 | |
| #88 | Industry Writing And Literature And Language | thinking | 1397 | 2,094 | |
| #88 | Japanese | - | 1347 | 120 | |
| #90 | Industry Medicine And Healthcare | - | 1437 | 594 | |
| #91 | Russian | - | 1405 | 845 | |
| #99 | Industry Legal And Government | - | 1416 | 782 | |
| #100 | French | thinking | 1422 | 139 | |
| #100 | Russian | thinking | 1401 | 4,385 | |
| #101 | Expert | - | 1423 | 610 | |
| #101 | Industry Business And Management And Financial Operations | thinking | 1404 | 1,799 | |
| #101 | Industry Mathematical | - | 1413 | 634 | |
| #104 | Industry Medicine And Healthcare | thinking | 1431 | 2,636 | |
| #104 | Korean | thinking | 1345 | 195 | |
| #113 | Spanish | thinking | 1384 | 279 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #44 | Webdev-react | thinking | 1362 | 3,896 | |
| #47 | Webdev-html | thinking | 1372 | 3,996 | |
| #49 | Overall | thinking | 1368 | 7,908 | |
| #49 | Webdev | thinking | 1368 | 7,908 | |
| #50 | Webdev-react | - | 1347 | 5,196 | |
| #64 | Overall | - | 1287 | 4,870 | |
| #64 | Webdev | - | 1287 | 4,870 | |
| #65 | Webdev-html | - | 1294 | 4,870 |