DeepSeek V4 Pro
DeepSeek-V4 series incorporate several key upgrades in architecture and optimization: (1) a hybrid attention architecture that combines Compressed Sparse Attention (CSA) and Heavily Compressed Attention (HCA) to improve long-context efficiency; (2) ManifoldConstrained Hyper-Connections (mHC) that enhance conventional residual connections; (3) and the Muon optimizer for faster convergence and greater training stability.
text → text · made by DeepSeek
$1.32→$3.96per Mtok in / out
DeepSeek · 23 sellers
Sold by 61 ways
| Seller | Lane | Rate |
|---|---|---|
| Writer api | standard | $0.44per Mtok in$0.87per Mtok outdev.writer.com · read 2026-08-25 |
| DeepSeek api | standard | $1.32per Mtok in$3.96per Mtok out$0.044per Mtok cachedapi-docs.deepseek.com · read 2026-08-24 |
| DigitalOcean cloud | standard | $1.74per Mtok in$3.48per Mtok out$0.35per Mtok cachedmodels.dev · read 2026-10-31 |
| Microsoft Azure AI cloud | standard | $1.74per Mtok in$3.48per Mtok out$0.14per Mtok cachedmodels.dev · read 2026-10-31 |
| Alibaba api | standard | $2.4per Mtok in$4.8per Mtok outalibabacloud.com · read 2026-08-24 |
| Hugging Face Inference Providers 3 ways | $0.43per Mtok in$0.87per Mtok out$0.0036per Mtok cached | |
| Hugging Face Inference Providers aggregator | standard | $0.43per Mtok in$0.87per Mtok out$0.0036per Mtok cachedmodels.dev · read 2026-10-31 |
| Hugging Face Inference Providers aggregator | deepinfra | $1.3per Mtok in$2.6per Mtok outrouter.huggingface.co · read 2026-08-25 |
| Hugging Face Inference Providers aggregator | novita | $1.6per Mtok in$3.2per Mtok outrouter.huggingface.co · read 2026-08-25 |
| Hugging Face Inference Providers aggregatornot on the seller's list today | baseten | $1.74per Mtok in$3.48per Mtok outrouter.huggingface.co · read 2026-08-25 |
| Hugging Face Inference Providers aggregatornot on the seller's list today | fireworks-ai | $1.74per Mtok in$3.48per Mtok outrouter.huggingface.co · read 2026-08-25 |
| Hugging Face Inference Providers aggregatornot on the seller's list today | together | $1.74per Mtok in$3.48per Mtok outrouter.huggingface.co · read 2026-08-25 |
| OpenRouter 17 ways | $1.6per Mtok in$3.2per Mtok out$0.14per Mtok cached | |
| OpenRouter aggregatornot on the seller's list today | parasail/fp8 | $0.45per Mtok in$3.48per Mtok out$0.1per Mtok cachedopenrouter.ai · read 2026-10-04 |
| OpenRouter aggregator | relace/fp4 | $0.9per Mtok in$1.5per Mtok out$0.25per Mtok cachedopenrouter.ai · read 2026-10-18 |
| OpenRouter aggregator | streamlake/fp8 | $0.95per Mtok in$1.9per Mtok out$0.079per Mtok cachedopenrouter.ai · read 2026-10-31 |
| OpenRouter aggregator | gmicloud/fp8 | $0.96per Mtok in$1.91per Mtok out$0.08per Mtok cachedopenrouter.ai · read 2026-09-08 |
| OpenRouter aggregator | siliconflow/fp8 | $1per Mtok in$3.13per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-10-29 |
| OpenRouter aggregator | digitalocean | $1.04per Mtok in$2.09per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-09-15 |
| OpenRouter aggregator | reka | $1.05per Mtok in$2.1per Mtok out$0.21per Mtok cachedopenrouter.ai · read 2026-10-08 |
| OpenRouter aggregatornot on the seller's list today | ionstream/fp4 | $1.13per Mtok in$2.26per Mtok out$0.094per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | cloudflare | $1.15per Mtok in$2.55per Mtok out$0.2per Mtok cachedopenrouter.ai · read 2026-09-14 |
| OpenRouter aggregatornot on the seller's list today | coreweave/fp8 | $1.15per Mtok in$2.55per Mtok out$0.2per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | deepinfra/fp8 | $1.3per Mtok in$2.6per Mtok out$0.1per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | alibaba/fp8 | $1.42per Mtok in$2.83per Mtok out$0.12per Mtok cachedopenrouter.ai · read 2026-10-14 |
| OpenRouter aggregator | alibaba/fp8/us-east-1 | $1.56per Mtok in$3.12per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-10-15 |
| OpenRouter aggregator | standard | $1.6per Mtok in$3.2per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-10-31 |
| OpenRouter aggregator | novita/fp8 | $1.6per Mtok in$3.2per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | venice | $1.65per Mtok in$3.3per Mtok out$0.33per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | atlas-cloud/fp4 | $1.68per Mtok in$3.38per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | baidu/fp8 | $1.69per Mtok in$3.38per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-10-26 |
| OpenRouter aggregatornot on the seller's list today | baseten/fp4 | $1.74per Mtok in$3.48per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | crusoe/fp8 | $1.74per Mtok in$3.48per Mtok out$0.15per Mtok cachedopenrouter.ai · read 2026-10-26 |
| OpenRouter aggregatornot on the seller's list today | fireworks | $1.74per Mtok in$3.48per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregatornot on the seller's list today | nextbit/fp8 | $1.74per Mtok in$3.48per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-09-22 |
| OpenRouter aggregatornot on the seller's list today | together | $1.74per Mtok in$3.48per Mtok out$0.2per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | azure/us | $1.91per Mtok in$3.83per Mtok out$0.16per Mtok cachedopenrouter.ai · read 2026-08-25 |
| Vercel AI Gateway aggregator | standard | $0.66per Mtok in$1.98per Mtok out$0.022per Mtok cachedvercel.com · read 2026-08-25 |
| Vercel AI Gateway aggregatornot on the seller's list today | sandbox | $0.66per Mtok in$1.98per Mtok outvercel.com · read 2026-08-25 |
| Requesty aggregatornot on the seller's list today | deepinfra flex | $0.94per Mtok in$1.87per Mtok out$0.072per Mtok cachedrouter.requesty.ai · read 2026-08-25 |
| Requesty aggregatornot on the seller's list today | deepinfra | $1.04per Mtok in$2.08per Mtok out$0.08per Mtok cachedrouter.requesty.ai · read 2026-08-30 |
| Requesty aggregatornot on the seller's list today | doubleword flex | $1.18per Mtok in$2.48per Mtok outrouter.requesty.ai · read 2026-08-25 |
| Requesty aggregatornot on the seller's list today | doubleword | $1.31per Mtok in$2.75per Mtok outrouter.requesty.ai · read 2026-08-30 |
| Requesty aggregatornot on the seller's list today | fireworks | $1.74per Mtok in$3.48per Mtok out$0.15per Mtok cachedrouter.requesty.ai · read 2026-08-28 |
| Requesty aggregator | lyceum | $1.75per Mtok in$3.5per Mtok out$0.44per Mtok cachedrouter.requesty.ai · read 2026-09-20 |
| Requesty aggregatornot on the seller's list today | nebius | $1.75per Mtok in$3.5per Mtok out$1.75per Mtok cachedrouter.requesty.ai · read 2026-08-28 |
| Requesty aggregatornot on the seller's list today | tensorx | $1.75per Mtok in$3.5per Mtok out$0.44per Mtok cachedrouter.requesty.ai · read 2026-08-28 |
| Nous Research aggregator | standard | $0.94per Mtok in$1.89per Mtok out$0.08per Mtok cachedinference-api.nousresearch.com · read 2026-09-16 |
| Fireworks AI 2 ways | $1.2per Mtok in$1.2per Mtok out$0.6per Mtok cached | |
| Fireworks AI aggregator | standard | $1.2per Mtok in$1.2per Mtok out$0.6per Mtok cachedraw.githubusercontent.com · read 2026-10-31 |
| Fireworks AI aggregator | priority | $1.2per Mtok in$1.2per Mtok out$0.6per Mtok cachedraw.githubusercontent.com · read 2026-10-31 |
| DeepInfra aggregator | standard | $1.3per Mtok in$2.6per Mtok out$0.1per Mtok cachedapi.deepinfra.com · read 2026-08-25 |
| Avian aggregator | standard | $1.3per Mtok in$2.61per Mtok out$0.11per Mtok cachedapi.avian.io · read 2026-10-31 |
| ElectronHub aggregator | standard | $1.5per Mtok in$3per Mtok outapi.electronhub.ai · read 2026-10-31 |
| SiliconFlow aggregator | standard | $1.5per Mtok in$3.13per Mtok out$0.14per Mtok cachedmodels.dev · read 2026-10-31 |
| Featherless AI aggregator | standard | $1.6per Mtok in$3.2per Mtok outapi.featherless.ai · read 2026-09-20 |
| Novita AI aggregator | standard | $1.6per Mtok in$3.2per Mtok out$0.14per Mtok cachedapi.novita.ai · read 2026-08-25 |
| Venice AI aggregator | standard | $1.65per Mtok in$3.3per Mtok out$0.33per Mtok cachedmodels.dev · read 2026-10-31 |
| AtlasCloud aggregator | standard | $1.68per Mtok in$3.38per Mtok out$0.13per Mtok cachedapi.atlascloud.ai · read 2026-09-20 |
| Baseten aggregator | standard | $1.74per Mtok in$3.48per Mtok out$0.14per Mtok cachedraw.githubusercontent.com · read 2026-10-31 |
| Together AI 0 ways | $1.74per Mtok in$3.48per Mtok out$0.2per Mtok cached | |
| Together AI aggregatornot on the seller's list today | standard | $1.74per Mtok in$3.48per Mtok out$0.2per Mtok cacheddocs.together.ai · read 2026-08-24 |
| Nebius Token Factory aggregator | standard | $1.75per Mtok in$3.5per Mtok outtokenfactory.nebius.com · read 2026-08-25 |
| Inference.net aggregator | standard | $2.1per Mtok in$4.2per Mtok out$0.0036per Mtok cachedapi.inference.net · read 2026-10-31 |
| PPIO aggregator | standard | $9per Mtok in$27per Mtok outapi.ppinfra.com · read 2026-10-31 |
Measured 26 standings
| Place | Board | Metric | Score |
|---|---|---|---|
| 6thof 35 | Swe bench verified — Epoch AI | mean_score (max) | 77.64 |
| 9thof 17 | Cl bench life — Epoch AI | Overall (high) | 0.135 |
| 14thof 17 | SWE-rebench Leaderboard (default window 15/05/2026–01/07/2026, 111 problems) | Resolved Rate (%) (high) | 40.2 |
| 23rdof 29 | Surface evolver bench — Epoch AI | Mean score (high) | 0.4 |
| 32ndof 141 | LMArena · WebDev | Score (Elo) (high) | 1582 |
| 37thof 93 | Simpleqa verified — Epoch AI | mean_score (max) | 46.994 |
| 40thof 46 | Frontiercode — Epoch AI | Main score (none) | 0.176 |
| 40thof 326 | GPQA Diamond | mean_score (high) | 90.909 |
| 42ndof 306 | OTIS Mock AIME 2024-2025 | mean_score (max) | 96.667 |
| 44thof 53 | LMArena · Agent | Net Improvement (%) (high) | 1.34 |
| 45thof 111 | Vectara Hallucination Leaderboard | Hallucination Rate | 8.6 |
| 50thof 71 | Vending bench 2 — Epoch AI | Score | 3284.52 |
| 55thof 414 | LMArena · Text | Score (Elo) (high) | 1465 |
| 59thof 122 | Frontiermath tiers 1 3 v2 — Epoch AI | mean_score (max) | 45.263 |
| 61stof 132 | Ale bench — Epoch AI | Performance (high) | 1006.08 |
| 61stof 84 | Proofbench — Epoch AI | Accuracy (max) | 16 |
| 66thof 135 | Webdev arena — Epoch AI | Arena Score | 1463.63 |
| 72ndof 78 | Frontiermath tier 4 v2 — Epoch AI | mean_score (max) | 2.439 |
| 75thof 173 | Weirdml — Epoch AI | Accuracy (max) | 48.9 |
| 76thof 92 | Forecastbench — Epoch AI | Overall score | 60.7 |
| 79thof 235 | Dtbench — Epoch AI | Accuracy (max) | 90.67 |
| 83rdof 142 | Mystery game puzzles — Epoch AI | mean_score (none) | 17 |
| 99thof 154 | Chess puzzles — Epoch AI | mean_score (max) | 19 |
| 105thof 197 | Lmca — Epoch AI | Score (max) | 41.2 |
| 106thof 260 | Critpt — Epoch AI | Accuracy (max) | 12.857 |
| 120thof 235 | Scicode — Epoch AI | Score (max) | 50 |
About
DeepSeek V4 Pro — a text model from DeepSeek, sold by 23 companies from $0.43 in and $0.87 out per million tokens, placed 40th of 326 on GPQA Diamond.
It takes text and returns text, with a context window of 262,144 tokens. It was published in April 2026, trained on material up to May 2025. Its sellers say it can reason step by step and call a tool. The catalogue files it under extract, reasoning, code and agents. 23 companies sell it. The cheapest is $0.43 in and $0.87 out per million tokens at Hugging Face Inference Providers. Beside the standard rate there are faster, separately routed and regional lanes. It has been measured on 26 boards, and stands best at 40th of 326 on GPQA Diamond.
Every current figure
- Maker
- DeepSeek
- Register
- model
- Takes
- text
- Returns
- text
- Context
- 262,144 tokens
- Published
- April 2026
- Knowledge to
- May 2025
- Parameters
- 1599 billion
- Licence
- not read
- Sellers
- 23
- Price
- $0.43 in and $0.87 out per million tokens — Hugging Face Inference Providers
- Boards
- 26
- Best place
- 40th of 326 — GPQA Diamond
Known as 17 names
DeepSeek-v4-Pro (Max)DeepSeek v4 (max)DeepSeek V4 Pro (High) (0813)deepseek-v4-pro-high-20260813DeepSeek-V4 Pro [high]deepseek-v4-prodeepseek-ai/deepseek-v4-proV4 Profireworks/deepseek-v4-prodeepseek/deepseek-v4-prodeepinfra/deepseek-ai/DeepSeek-V4-Prodeepinfra/deepseek-ai/DeepSeek-V4-Pro:flexdoubleword/deepseek-v4-prodoubleword/deepseek-v4-pro:flexlyceum/deepseek-v4-pronebius/deepseek-ai/deepseek-v4-protensorx/deepseek-v4-pro