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
#56
▼ 2 vs 7d ago
Total arena votes
404,758
Across 66 (subset, category) entries
Providers on OR
14
Novita + others
First seen
2026-05-08
61 days tracked
Trend
Pricing
Per token
- Input (per 1M)
- $0.229
- Output (per 1M)
- $0.343
- Cache Read (per 1M)
- $0.023
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 |
|---|---|---|---|---|---|---|---|---|
| Novita | novita/fp8 | 164K | $0.269 | $0.400 | 99.96% | - | fp8 | - |
| AtlasCloud | atlas-cloud/fp8 | 164K | $0.260 | $0.380 | 99.89% | - | fp8 | - |
google-vertex | 164K | $0.560 | $1.68 | 99.85% | - | - | - | |
| Friendli | friendli | 164K | $0.500 | $1.50 | 99.85% | - | - | - |
| StreamLake | streamlake/fp8 | 128K | $0.229 | $0.343 | 99.60% | - | fp8 | - |
| Baidu | baidu/fp8 | 131K | $0.252 | $0.378 | 99.56% | - | fp8 | - |
| SiliconFlow | siliconflow/fp8 | 164K | $0.259 | $0.420 | 99.25% | - | fp8 | - |
| Phala | phala | 164K | $1.00 | $1.00 | 99.21% | - | - | - |
| Alibaba | alibaba | 131K | $0.370 | $1.11 | 99.03% | - | - | - |
| SambaNova | sambanova | 33K | $3.00 | $4.50 | 98.84% | - | - | - |
| DeepInfra | deepinfra/fp4 | 164K | $0.260 | $0.380 | 98.59% | - | fp4 | - |
| GMICloud | gmicloud/fp8 | 164K | $0.290 | $0.430 | 97.83% | - | fp8 | - |
| Venice | venice | 160K | $0.330 | $0.480 | 97.72% | - | - | - |
| DigitalOcean | digitalocean | 131K | $0.425 | $1.36 | 95.44% | - | - | - |
Per-category ranks
Text
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #63 | Japanese | thinking | 1391 | 315 | |
| #65 | Hard Prompts English | thinking | 1462 | 10,603 | |
| #71 | Industry Mathematical | thinking | 1439 | 392 | |
| #71 | Industry Writing And Literature And Language | - | 1410 | 10,392 | |
| #73 | Longer Query | - | 1442 | 12,926 | |
| #74 | English | thinking | 1441 | 4,373 | |
| #76 | Creative Writing | - | 1401 | 6,677 | |
| #76 | Expert | thinking | 1450 | 400 | |
| #77 | Coding | thinking | 1475 | 1,919 | |
| #79 | Korean | - | 1368 | 762 | |
| #79 | Spanish | - | 1418 | 1,273 | |
| #80 | Hard Prompts | - | 1447 | 26,183 | |
| #80 | Instruction Following | thinking | 1417 | 2,543 | |
| #81 | Chinese | thinking | 1465 | 304 | |
| #81 | Industry Entertainment And Sports And Media | - | 1396 | 8,535 | |
| #81 | Instruction Following | - | 1416 | 3,309 | |
| #82 | Hard Prompts | thinking | 1446 | 22,461 | |
| #82 | Math | thinking | 1426 | 2,504 | |
| #82 | Polish | thinking | 1417 | 1,075 | |
| #83 | Exclude Ties | - | 1416 | 33,462 | |
| #83 | Hard Prompts English | - | 1454 | 3,202 | |
| #83 | Industry Business And Management And Financial Operations | - | 1421 | 8,808 | |
| #84 | Chinese | - | 1463 | 2,443 | |
| #84 | English | - | 1436 | 21,498 | |
| #84 | German | - | 1412 | 859 | |
| #84 | Industry Software And It Services | thinking | 1459 | 3,230 | |
| #84 | Multi Turn | - | 1428 | 8,258 | |
| #85 | French | - | 1442 | 1,118 | |
| #85 | German | thinking | 1412 | 718 | |
| #87 | Overall | thinking | 1423 | 41,062 | |
| #88 | Overall | - | 1423 | 11,921 | |
| #89 | Exclude Ties | thinking | 1412 | 28,794 | |
| #89 | Industry Life And Physical And Social Science | thinking | 1438 | 6,586 | |
| #89 | Longer Query | thinking | 1431 | 2,073 | |
| #89 | Non English | - | 1407 | 6,205 | |
| #90 | Coding | - | 1465 | 2,497 | |
| #90 | Multi Turn | thinking | 1423 | 1,433 | |
| #91 | Creative Writing | thinking | 1392 | 6,196 | |
| #92 | Math | - | 1418 | 775 | |
| #93 | Industry Entertainment And Sports And Media | thinking | 1390 | 7,494 | |
| #95 | Industry Software And It Services | - | 1453 | 4,130 | |
| #96 | Industry Life And Physical And Social Science | - | 1435 | 1,912 | |
| #96 | Industry Medicine And Healthcare | - | 1438 | 578 | |
| #96 | Industry Writing And Literature And Language | thinking | 1397 | 2,095 | |
| #96 | Polish | - | 1401 | 1,295 | |
| #98 | Industry Legal And Government | thinking | 1424 | 522 | |
| #99 | Japanese | - | 1348 | 120 | |
| #101 | Russian | - | 1406 | 845 | |
| #102 | Non English | thinking | 1399 | 22,472 | |
| #105 | Russian | thinking | 1403 | 4,502 | |
| #109 | French | thinking | 1421 | 139 | |
| #109 | Industry Business And Management And Financial Operations | thinking | 1405 | 1,798 | |
| #109 | Korean | thinking | 1345 | 195 | |
| #110 | Expert | - | 1423 | 608 | |
| #110 | Industry Legal And Government | - | 1417 | 781 | |
| #111 | Industry Mathematical | - | 1413 | 632 | |
| #111 | Industry Medicine And Healthcare | thinking | 1433 | 2,705 | |
| #120 | Spanish | thinking | 1385 | 278 |
WebDev
| Rank | Category | Variant | Trend | Elo | Votes |
|---|---|---|---|---|---|
| #51 | Webdev-react | thinking | 1362 | 3,906 | |
| #54 | Webdev-html | thinking | 1373 | 3,996 | |
| #56 | Overall | thinking | 1368 | 7,919 | |
| #56 | Webdev | thinking | 1368 | 7,919 | |
| #58 | Webdev-react | - | 1347 | 5,211 | |
| #74 | Overall | - | 1288 | 4,874 | |
| #74 | Webdev | - | 1288 | 4,874 | |
| #75 | Webdev-html | - | 1295 | 4,874 |