Pass IndexThe State of AISign in

DeepSeek v3.2

DeepSeek‑V3.2 from DeepSeek harmonizes high computational efficiency with superior reasoning and agent performance.

text → text · made by DeepSeek

$0.21$0.31per Mtok in / out
Nous Research · 19 sellers

Sold by 41 ways

SellerLaneRate
Google Vertex AI 0 ways$0.28per Mtok in$0.84per Mtok out
Google Vertex AI cloudnot on the seller's list todaybatch$0.28per Mtok in$0.84per Mtok outcloud.google.com · read 2026-08-24
AWS Bedrock 0 ways$0.31per Mtok in$0.93per Mtok out
AWS Bedrock cloudnot on the seller's list todaybatch$0.31per Mtok in$0.93per Mtok outpricing.us-east-1.amazonaws.com · read 2026-08-24
AWS Bedrock cloudin-region batch$0.31per Mtok in$0.93per Mtok outpricing.us-east-1.amazonaws.com · read 2026-08-24
Google Vertex AI cloudstandard$0.56per Mtok in$1.68per Mtok out$0.056per Mtok cachedcloud.google.com · read 2026-08-24
Microsoft Azure AI cloudstandard$0.58per Mtok in$1.68per Mtok outmodels.dev · read 2026-09-16
AWS Bedrock cloudstandard$0.62per Mtok in$1.85per Mtok outaws.amazon.com · read 2026-08-24
AWS Bedrock cloudin-region$0.62per Mtok in$1.85per Mtok outpricing.us-east-1.amazonaws.com · read 2026-08-24
Nous Research aggregatorstandard$0.21per Mtok in$0.31per Mtok out$0.022per Mtok cachedinference-api.nousresearch.com · read 2026-09-12
OpenRouter 16 ways$0.27per Mtok in$0.4per Mtok out$0.13per Mtok cached
OpenRouter aggregatorgmicloud/fp8$0.21per Mtok in$0.31per Mtok out$0.022per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorstreamlake/fp8$0.21per Mtok in$0.32per Mtok out$0.021per Mtok cachedopenrouter.ai · read 2026-08-26
OpenRouter aggregatorsiliconflow/fp8$0.26per Mtok in$0.42per Mtok out$0.14per Mtok cachedopenrouter.ai · read 2026-08-26
OpenRouter aggregatoratlas-cloud/fp8$0.26per Mtok in$0.38per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-31
OpenRouter aggregatordeepinfra/fp4$0.26per Mtok in$0.38per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-31
OpenRouter aggregatorvenice$0.27per Mtok in$0.39per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-09-13
OpenRouter aggregatorstandard$0.27per Mtok in$0.4per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-31
OpenRouter aggregatornovita/fp8$0.27per Mtok in$0.4per Mtok out$0.13per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorbaidu/fp8$0.28per Mtok in$0.42per Mtok out$0.028per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatordigitalocean$0.3per Mtok in$0.96per Mtok out$0.09per Mtok cachedopenrouter.ai · read 2026-09-15
OpenRouter aggregatoralibaba/fp8$0.37per Mtok in$1.11per Mtok out$0.074per Mtok cached$0.46per Mtok cache writeopenrouter.ai · read 2026-08-25
OpenRouter aggregatorfriendli$0.5per Mtok in$1.5per Mtok out$0.25per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorgoogle-vertex$0.56per Mtok in$1.68per Mtok outopenrouter.ai · read 2026-08-25
OpenRouter aggregatorphala$1per Mtok in$1per Mtok out$0.5per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatormara$3per Mtok in$4.5per Mtok outopenrouter.ai · read 2026-09-01
OpenRouter aggregatorsambanova$3per Mtok in$4.5per Mtok outopenrouter.ai · read 2026-08-25
Avian aggregatorstandard$0.23per Mtok in$0.33per Mtok out$0.012per Mtok cachedapi.avian.io · read 2026-09-16
DeepInfra aggregatorstandard$0.26per Mtok in$0.38per Mtok out$0.13per Mtok cachedapi.deepinfra.com · read 2026-08-25
Hugging Face Inference Providers 3 ways$0.28per Mtok in$0.4per Mtok out
Hugging Face Inference Providers aggregatordeepinfra$0.26per Mtok in$0.38per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatornovita$0.27per Mtok in$0.4per Mtok outrouter.huggingface.co · read 2026-08-25
Hugging Face Inference Providers aggregatorstandard$0.28per Mtok in$0.4per Mtok outmodels.dev · read 2026-09-16
Novita AI aggregatorstandard$0.27per Mtok in$0.4per Mtok out$0.13per Mtok cachedapi.novita.ai · read 2026-08-25
Requesty 2 ways$0.27per Mtok in$0.4per Mtok out$0.13per Mtok cached
Requesty aggregatornovita$0.27per Mtok in$0.4per Mtok out$0.13per Mtok cachedrouter.requesty.ai · read 2026-08-28
Requesty aggregatorvertex$0.56per Mtok in$1.68per Mtok out$0.056per Mtok cachedrouter.requesty.ai · read 2026-08-28
SiliconFlow aggregatorstandard$0.27per Mtok in$0.42per Mtok outmodels.dev · read 2026-09-16
ElectronHub aggregatorstandard$0.28per Mtok in$0.42per Mtok outapi.electronhub.ai · read 2026-09-16
Venice AI aggregatorstandard$0.33per Mtok in$0.48per Mtok out$0.16per Mtok cachedmodels.dev · read 2026-09-16
FriendliAI aggregatorstandard$0.5per Mtok in$1.5per Mtok out$0.25per Mtok cachedmodels.dev · read 2026-09-16
Fireworks AI aggregatorstandard$0.56per Mtok in$1.68per Mtok outraw.githubusercontent.com · read 2026-09-16
Vercel AI Gateway aggregatorstandard$0.62per Mtok in$1.85per Mtok out$0.028per Mtok cachedai-gateway.vercel.sh · read 2026-09-11
Inference.net aggregatorstandard$0.7per Mtok in$2per Mtok out$0.35per Mtok cachedapi.inference.net · read 2026-09-16
PPIO aggregatorstandard$2per Mtok in$3per Mtok outapi.ppinfra.com · read 2026-09-16
SambaNova Cloud aggregatorstandard$3per Mtok in$4.5per Mtok outraw.githubusercontent.com · read 2026-09-16

Measured 35 standings

PlaceBoardMetricScore
1stof 47WebArena Leaderboard (official Google Sheet)Success Rate (%)74.3
10thof 61AIME 2025Accuracy (± 95% CI) (think)94.17
14thof 47SWE-bench Verified (default "Bash Only" view, agent = mini-SWE-agent)% Resolved (high)70
15thof 17Cl bench life — Epoch AIOverall0.074
19thof 25SWE-Bench Pro (Public Dataset)Resolve Rate15.56
20thof 32AIME 2026Accuracy (± 95% CI) (think)94.17
21stof 23Cl bench — Epoch AIOverall0.124
25thof 47SWE-bench Verified (default "Bash Only" view, agent = mini-SWE-agent)% Resolved (reasoner)60
27thof 105Vectara Hallucination LeaderboardHallucination Rate6.3
36thof 101FrontierMath (Tiers 1-3)mean_score22.1
45thof 161Dtbench — Epoch AIAccuracy85.6
49thof 72Frontiermath tier 4 — Epoch AImean_score2.1
54thof 64Proofbench — Epoch AIAccuracy8
56thof 65Apex agents — Epoch AIPass@1 score0.07
71stof 123Lmca — Epoch AIScore28.82
84thof 92Design Arena · asciiart (models)Elo1100
85thof 147Design Arena · 3d (models)Elo1161
93rdof 150Design Arena · uicomponent (models)Elo1164
93rdof 162Design Arena · website (models)Elo1187
94thof 109Design Arena · svg (models)Elo1057
95thof 156Design Arena · codecategories (models)Elo1179
96thof 152Design Arena · dataviz (models)Elo1174
99thof 155Design Arena · gamedev (models)Elo1154
103rdof 121Webdev arena — Epoch AIArena Score1324.54
104thof 184Artificial Analysis · Coding IndexIndex44.2
105thof 128LMArena · WebDevScore (Elo)1325
106thof 202Terminalbench — Epoch AIAccuracy mean0.396
111thof 402LMArena · TextScore (Elo)1425
117thof 205ARC-AGI-1 (Public Eval)Score (%)61.62
126thof 230ARC-AGI-1 (Semi-Private)Score (%)57
134thof 216ARC-AGI-2 (Public Eval)Score (%)3.89
138thof 244Arc agi — Epoch AIScore57
149thof 232ARC-AGI-2 (Semi-Private)Score (%)4.03
152ndof 227Arc agi 2 — Epoch AIScore4.03
298thof 656Epoch capabilities index — Epoch AIECI Score146.21

About

DeepSeek v3.2 — a text model from DeepSeek, sold by 19 companies from $0.21 in and $0.31 out per million tokens, placed 1st of 47 on WebArena Leaderboard (official Google Sheet).

It takes text and returns text, with a context window of 128,000 tokens. It was published in 2025, trained on material up to July 2024. Its sellers say it can reason step by step and call a tool. The catalogue files it under extract, reasoning, code and agents. Nineteen companies sell it. The cheapest is $0.21 in and $0.31 out per million tokens at Nous Research. Beside the standard rate there are regional, batch and separately routed lanes. It has been measured on 34 boards, and stands best at 1st of 47 on WebArena Leaderboard (official Google Sheet).

Every current figure

Maker
DeepSeek
Register
model
Takes
text
Returns
text
Context
128,000 tokens
Published
2025
Knowledge to
July 2024
Parameters
685 billion
Licence
not read
Sellers
19
Maker's own price
not read
Price
$0.21 in and $0.31 out per million tokens — Nous Research
Boards
34
Best place
1st of 47 — WebArena Leaderboard (official Google Sheet)

Known as 11 names

DeepSeek-v3.2 (Think)deepseek-v3p2DeepSeek V3.2 ReasonerDeepSeek V3.2 highV3.2deepseek.v3.2deepseek-ai/DeepSeek-V3.2deepseek/deepseek-v3.2novita/deepseek/deepseek-v3.2vertex/deepseek-v3.2DeepSeek-V3.2