Pass IndexThe State of AISign in

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 · 17 sellers

Sold by 32 ways

SellerLaneRate
Google Vertex AI 0 ways$0.3per Mtok in$0.85per Mtok out
Google Vertex AI cloudnot on the seller's list todaybatch$0.3per Mtok in$0.85per Mtok outcloud.google.com · read 2026-08-24
AWS Bedrock cloudstandard$0.58per Mtok in$1.68per Mtok outmodels.dev · read 2026-10-31
Google Vertex AI cloudstandard$0.6per Mtok in$1.7per Mtok out$0.06per Mtok cachedmodels.dev · read 2026-10-31
Microsoft Azure AI cloudstandard$1.23per Mtok in$4.94per Mtok outraw.githubusercontent.com · read 2026-10-31
Thinking Machines Lab apitraining$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 todaydeepinfra flex$0.18per Mtok in$0.68per Mtok out$0.094per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatordeepinfra$0.3per Mtok in$1per Mtok out$0.3per Mtok cachedrouter.requesty.ai · read 2026-10-10
DeepInfra aggregatorstandard$0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedapi.deepinfra.com · read 2026-08-25
Hugging Face Inference Providers 2 ways$0.27per Mtok in$1per Mtok out
Hugging Face Inference Providers aggregatordeepinfra$0.25per Mtok in$0.95per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatorstandard$0.27per Mtok in$1per Mtok outmodels.dev · read 2026-10-31
Hugging Face Inference Providers aggregatornot on the seller's list todaynovita$0.27per Mtok in$1per Mtok outrouter.huggingface.co · read 2026-08-25
Nous Research aggregatorstandard$0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedinference-api.nousresearch.com · read 2026-09-12
OpenRouter 6 ways$0.25per Mtok in$0.95per Mtok out$0.13per Mtok cached
OpenRouter aggregatorstandard$0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-09-08
OpenRouter aggregatordeepinfra/fp4$0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todaynovita/fp8$0.27per Mtok in$1per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorsiliconflow/fp8$0.27per Mtok in$1per Mtok outopenrouter.ai · read 2026-08-25
OpenRouter aggregatornot on the seller's list todayatlas-cloud/fp8$0.3per Mtok in$1per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorcoreweave/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 todaygoogle-vertex/us-west2$0.6per Mtok in$1.7per Mtok outopenrouter.ai · read 2026-08-25
OpenRouter aggregatormara$0.6per Mtok in$1.7per Mtok outopenrouter.ai · read 2026-08-25
OpenRouter aggregatorsambanova/fp8$0.65per Mtok in$1.5per Mtok outopenrouter.ai · read 2026-08-25
Vercel AI Gateway aggregatorstandard$0.25per Mtok in$0.95per Mtok out$0.13per Mtok cachedai-gateway.vercel.sh · read 2026-08-25
Novita AI 0 ways$0.27per Mtok in$1per Mtok out$0.14per Mtok cached
Novita AI aggregatornot on the seller's list todaystandard$0.27per Mtok in$1per Mtok out$0.14per Mtok cachedapi.novita.ai · read 2026-08-25
SiliconFlow aggregatorstandard$0.27per Mtok in$1per Mtok outmodels.dev · read 2026-10-31
Featherless AI aggregatorstandard$0.28per Mtok in$1per Mtok outapi.featherless.ai · read 2026-09-20
AtlasCloud 0 ways$0.3per Mtok in$0.95per Mtok out$0.13per Mtok cached
AtlasCloud aggregatornot on the seller's list todaystandard$0.3per Mtok in$0.95per Mtok out$0.13per Mtok cachedapi.atlascloud.ai · read 2026-09-20
Baseten aggregatorstandard$0.5per Mtok in$1.5per Mtok outraw.githubusercontent.com · read 2026-10-31
Fireworks AI aggregatorstandard$0.56per Mtok in$1.68per Mtok outraw.githubusercontent.com · read 2026-10-31
ElectronHub aggregatorstandard$0.6per Mtok in$1.6per Mtok outapi.electronhub.ai · read 2026-10-31
Together AI aggregatorstandard$0.6per Mtok in$1.7per Mtok outmodels.dev · read 2026-10-31
SambaNova Cloud aggregatorstandard$3per Mtok in$4.5per Mtok outmodels.dev · read 2026-10-31
PPIO 0 ways$4per Mtok in$12per Mtok out
PPIO aggregatornot on the seller's list todaystandard$4per Mtok in$12per Mtok outapi.ppinfra.com · read 2026-09-10

Measured 13 standings

PlaceBoardMetricScore
20thof 111Vectara Hallucination LeaderboardHallucination Rate5.5
25thof 42Fictionlivebench — Epoch AI120k token score0.531
73rdof 102Simplebench — Epoch AIScore (AVG@5)0.4
75thof 92Forecastbench — Epoch AIOverall score60.7
114thof 114Design Arena · svg (models)Elo963
117thof 150Design Arena · 3d (models)Elo1074
127thof 154Design Arena · dataviz (models)Elo1096
129thof 162Design Arena · gamedev (models)Elo1084
129thof 157Design Arena · uicomponent (models)Elo1080
130thof 163Design Arena · codecategories (models)Elo1110
130thof 169Design Arena · website (models)Elo1122
130thof 173Weirdml — Epoch AIAccuracy37.5
134thof 414LMArena · TextScore (Elo)1417

About

DeepSeek-V3.1 — a text model from DeepSeek, sold by 17 companies from $0.25 in and $0.95 out per million tokens, placed 20th of 111 on Vectara Hallucination Leaderboard.

It takes text and returns text, with a context window of 131,072 tokens. It was published in July 2025, trained on material up to March 2025. Its sellers say it can reason step by step and call a tool. The catalogue files it under agents. Seventeen 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 13 boards, and stands best at 20th of 111 on Vectara Hallucination Leaderboard.

Every current figure

Maker
DeepSeek
Register
model
Takes
text
Returns
text
Context
131,072 tokens
Published
July 2025
Knowledge to
March 2025
Parameters
685 billion
Licence
not read
Sellers
17
Maker's own price
not read
Price
$0.25 in and $0.95 out per million tokens — DeepInfra
Boards
13
Best place
20th of 111 — Vectara Hallucination Leaderboard

Known as 8 names

DeepSeek-v3.1 (Think)deepseek-ai/DeepSeek-V3.1V3.1deepseek/deepseek-chat-v3.1deepseek/deepseek-v3.1deepinfra/deepseek-ai/DeepSeek-V3.1deepinfra/deepseek-ai/DeepSeek-V3.1:flexDeepSeek: DeepSeek V3.1