DeepSeek-V3.1
DeepSeek-V3.1 is post-trained on the top of DeepSeek-V3.1-Base, which is built upon the original V3 base checkpoint through a two-phase long context extension approach, following the methodology outlined in the original DeepSeek-V3 report.
text → text · made by DeepSeek
$0.25→$0.95per Mtok in / out
DeepInfra · 18 sellers
Sold by 30 ways
| Seller | Lane | Rate |
|---|---|---|
| Google Vertex AI 0 ways | $0.3per Mtok in$0.85per Mtok out | |
| Google Vertex AI cloudnot on the seller's list today | batch | $0.3per Mtok in$0.85per Mtok outcloud.google.com · read 2026-08-24 |
| AWS Bedrock cloud | standard | $0.58per Mtok in$1.68per Mtok outmodels.dev · read 2026-09-16 |
| Google Vertex AI cloud | standard | $0.6per Mtok in$1.7per Mtok out$0.06per Mtok cachedcloud.google.com · read 2026-08-24 |
| Microsoft Azure AI cloud | standard | $1.23per Mtok in$4.94per Mtok outraw.githubusercontent.com · read 2026-09-16 |
| Thinking Machines Lab api | training | $1.7per Mtok in$4.21per Mtok out$0.34per Mtok cachedtinker-docs.thinkingmachines.ai · read 2026-08-25 |
| Requesty aggregatornot on the seller's list today | deepinfra flex | $0.18per Mtok in$0.68per Mtok out$0.094per Mtok cachedrouter.requesty.ai · read 2026-08-25 |
| Requesty aggregator | deepinfra | $0.2per Mtok in$0.76per Mtok out$0.1per Mtok cachedrouter.requesty.ai · read 2026-09-15 |
| DeepInfra aggregator | standard | $0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedapi.deepinfra.com · read 2026-08-25 |
| Hugging Face Inference Providers 3 ways | $0.27per Mtok in$1per Mtok out | |
| Hugging Face Inference Providers aggregator | deepinfra | $0.25per Mtok in$0.95per Mtok outrouter.huggingface.co · read 2026-08-25 |
| Hugging Face Inference Providers aggregator | standard | $0.27per Mtok in$1per Mtok outmodels.dev · read 2026-09-16 |
| Hugging Face Inference Providers aggregator | novita | $0.27per Mtok in$1per Mtok outrouter.huggingface.co · read 2026-08-25 |
| Nous Research aggregator | standard | $0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedinference-api.nousresearch.com · read 2026-09-12 |
| OpenRouter 8 ways | $0.25per Mtok in$0.95per Mtok out$0.13per Mtok cached | |
| OpenRouter aggregator | standard | $0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-09-08 |
| OpenRouter aggregator | deepinfra/fp4 | $0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | novita/fp8 | $0.27per Mtok in$1per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | siliconflow/fp8 | $0.27per Mtok in$1per Mtok outopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | atlas-cloud/fp8 | $0.3per Mtok in$0.95per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | coreweave/fp8 | $0.55per Mtok in$1.65per Mtok out$0.55per Mtok cachedopenrouter.ai · read 2026-09-02 |
| OpenRouter aggregatornot on the seller's list today | google-vertex/us-west2 | $0.6per Mtok in$1.7per Mtok outopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | mara | $0.6per Mtok in$1.7per Mtok outopenrouter.ai · read 2026-08-25 |
| OpenRouter aggregator | sambanova/fp8 | $0.65per Mtok in$1.5per Mtok outopenrouter.ai · read 2026-08-25 |
| Vercel AI Gateway aggregator | standard | $0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedai-gateway.vercel.sh · read 2026-08-25 |
| Novita AI aggregator | standard | $0.27per Mtok in$1per Mtok out$0.14per Mtok cachedapi.novita.ai · read 2026-08-25 |
| SiliconFlow aggregator | standard | $0.27per Mtok in$1per Mtok outmodels.dev · read 2026-09-16 |
| Baseten aggregator | standard | $0.5per Mtok in$1.5per Mtok outmodels.dev · read 2026-09-16 |
| Fireworks AI aggregator | standard | $0.56per Mtok in$1.68per Mtok outraw.githubusercontent.com · read 2026-09-16 |
| ElectronHub aggregator | standard | $0.6per Mtok in$1.6per Mtok outapi.electronhub.ai · read 2026-09-16 |
| Together AI aggregator | standard | $0.6per Mtok in$1.7per Mtok outmodels.dev · read 2026-09-16 |
| SambaNova Cloud aggregator | standard | $3per Mtok in$4.5per Mtok outraw.githubusercontent.com · read 2026-09-16 |
| PPIO aggregator | standard | $4per Mtok in$12per Mtok outapi.ppinfra.com · read 2026-09-10 |
Measured 15 standings
| Place | Board | Metric | Score |
|---|---|---|---|
| 18thof 61 | AIME 2025 | Accuracy (± 95% CI) (think) | 90.83 |
| 19thof 105 | Vectara Hallucination Leaderboard | Hallucination Rate | 5.5 |
| 25thof 42 | Fictionlivebench — Epoch AI | 120k token score | 0.531 |
| 58thof 81 | Forecastbench — Epoch AI | Overall score | 58 |
| 73rdof 102 | Simplebench — Epoch AI | Score (AVG@5) | 0.4 |
| 108thof 147 | Design Arena · 3d (models) | Elo | 1105 |
| 109thof 109 | Design Arena · svg (models) | Elo | 992 |
| 114thof 155 | Design Arena · gamedev (models) | Elo | 1107 |
| 117thof 156 | Design Arena · codecategories (models) | Elo | 1127 |
| 117thof 150 | Design Arena · uicomponent (models) | Elo | 1100 |
| 117thof 162 | Design Arena · website (models) | Elo | 1135 |
| 122ndof 152 | Design Arena · dataviz (models) | Elo | 1111 |
| 123rdof 402 | LMArena · Text | Score (Elo) | 1417 |
| 127thof 170 | Weirdml — Epoch AI | Accuracy | 37.5 |
| 449thof 656 | Epoch capabilities index — Epoch AI | ECI Score | 139.95 |
About
DeepSeek-V3.1 — a text model from DeepSeek, sold by 18 companies from $0.25 in and $0.95 out per million tokens, placed 19th of 105 on Vectara Hallucination Leaderboard.
It takes text and returns text, with a context window of 163,840 tokens. It was published in 2025. Its sellers say it can reason step by step and call a tool. The catalogue files it under reasoning and agents. Eighteen companies sell it. The cheapest is $0.25 in and $0.95 out per million tokens at DeepInfra. Beside the standard rate there are separately routed and regional lanes. It has been measured on 15 boards, and stands best at 19th of 105 on Vectara Hallucination Leaderboard.
Every current figure
- Maker
- DeepSeek
- Register
- model
- Takes
- text
- Returns
- text
- Context
- 163,840 tokens
- Published
- 2025
- Parameters
- 685 billion
- Licence
- not read
- Sellers
- 18
- Maker's own price
- not read
- Price
- $0.25 in and $0.95 out per million tokens — DeepInfra
- Boards
- 15
- Best place
- 19th of 105 — Vectara Hallucination Leaderboard
Known as 8 names
DeepSeek-v3.1 (Think)V3.1deepseek-ai/DeepSeek-V3.1deepseek/deepseek-chat-v3.1deepseek/deepseek-v3.1deepinfra/deepseek-ai/DeepSeek-V3.1deepinfra/deepseek-ai/DeepSeek-V3.1:flexDeepSeek: DeepSeek V3.1