Pass IndexThe State of AISign in

GPT-5.4

GPT-5.4 is OpenAI's best general-purpose model, part of the GPT-5 flagship model family.

text + image + file → text · made by OpenAI

$2.5→$15per Mtok in / out
OpenAI · 14 sellers

Sold by 42 ways

SellerLaneRate
Microsoft Azure AI cloudflex$1.25per Mtok in$7.5per Mtok outraw.githubusercontent.com · read 2026-10-31
OpenAI apibatch$1.25per Mtok in$7.5per Mtok out$0.13per Mtok cacheddevelopers.openai.com · read 2026-08-24
Microsoft Azure AI cloudbatch$1.38per Mtok in$8.25per Mtok out$0.13per Mtok cachedraw.githubusercontent.com · read 2026-10-31
Databricks cloudstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cached$2.5per Mtok cache writemodels.dev · read 2026-10-31
DigitalOcean cloudstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedmodels.dev · read 2026-10-31
Microsoft Azure AI cloudstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedmodels.dev · read 2026-10-31
Microsoft Azure AI cloudlong-context batch$2.5per Mtok in$11.25per Mtok out$0.25per Mtok cachedprices.azure.com · read 2026-08-24
OpenAI apistandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cacheddevelopers.openai.com · read 2026-08-24
AWS Bedrock cloudstandard$2.75per Mtok in$16.5per Mtok out$0.28per Mtok cachedmodels.dev · read 2026-10-31
Microsoft Azure AI cloudlong-context$5per Mtok in$22.5per Mtok out$0.5per Mtok cachedprices.azure.com · read 2026-08-24
Databricks cloudpriority$5per Mtok in$30per Mtok out$0.5per Mtok cachedraw.githubusercontent.com · read 2026-10-31
Microsoft Azure AI cloudpriority$5.5per Mtok in$33per Mtok out$0.55per Mtok cachedraw.githubusercontent.com · read 2026-10-31
Requesty 3 ways$1.12per Mtok in$6.75per Mtok out$0.11per Mtok cached
Requesty aggregatornot on the seller's list todayopenai flex$1.12per Mtok in$6.75per Mtok out$0.11per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatornot on the seller's list todayopenai-responses flex$1.12per Mtok in$6.75per Mtok out$0.11per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatornot on the seller's list todayazure eastus2$2.25per Mtok in$13.5per Mtok out$0.23per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatornot on the seller's list todayazure francecentral$2.25per Mtok in$13.5per Mtok out$0.23per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatornot on the seller's list todayazure swedencentral$2.48per Mtok in$14.85per Mtok out$0.25per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatornot on the seller's list todaybedrock us-east-2$2.48per Mtok in$14.85per Mtok out$0.25per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatornot on the seller's list todaybedrock us-west-2$2.48per Mtok in$14.85per Mtok out$0.25per Mtok cachedrouter.requesty.ai · read 2026-08-25
Requesty aggregatorazure$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedrouter.requesty.ai · read 2026-10-10
Requesty aggregatoropenai$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedrouter.requesty.ai · read 2026-10-10
Requesty aggregatornot on the seller's list todayopenai-responses$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedrouter.requesty.ai · read 2026-09-11
Requesty aggregatorbedrock$2.75per Mtok in$16.5per Mtok out$0.28per Mtok cachedrouter.requesty.ai · read 2026-08-28
Nous Research 2 ways$2.5per Mtok in$15per Mtok out$0.25per Mtok cached
Nous Research aggregatorbatch$1.25per Mtok in$7.5per Mtok out$0.12per Mtok cachedinference-api.nousresearch.com · read 2026-09-12
Nous Research aggregatorstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedinference-api.nousresearch.com · read 2026-09-12
OpenRouter 7 ways$2.5per Mtok in$15per Mtok out$0.25per Mtok cached
OpenRouter aggregatorbatch$1.25per Mtok in$7.5per Mtok out$0.12per Mtok cachedopenrouter.ai · read 2026-08-24
OpenRouter aggregatoropenai/flex$1.25per Mtok in$7.5per Mtok out$0.12per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedopenrouter.ai · read 2026-08-24
OpenRouter aggregatoramazon-bedrock/us-east-1$2.75per Mtok in$16.5per Mtok out$0.28per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorazure/eu$2.75per Mtok in$16.5per Mtok out$0.28per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatorazure/us$2.75per Mtok in$16.5per Mtok out$0.28per Mtok cachedopenrouter.ai · read 2026-08-25
OpenRouter aggregatoropenai/fast$5per Mtok in$30per Mtok out$0.5per Mtok cachedopenrouter.ai · read 2026-08-26
OpenRouter aggregatornot on the seller's list todayopenai/priority$5per Mtok in$30per Mtok out$0.5per Mtok cachedopenrouter.ai · read 2026-08-25
AtlasCloud 0 ways$2.5per Mtok in$15per Mtok out$0.25per Mtok cached
AtlasCloud aggregatornot on the seller's list todaystandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedapi.atlascloud.ai · read 2026-09-20
ElectronHub aggregatorstandard$2.5per Mtok in$15per Mtok outapi.electronhub.ai · read 2026-10-31
GitHub Copilot aggregatorstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedmodels.dev · read 2026-10-31
Inference.net aggregatorstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedapi.inference.net · read 2026-10-31
RedPill aggregatorstandard$2.5per Mtok in$15per Mtok outapi.redpill.ai · read 2026-09-20
Venice AI aggregatorstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedmodels.dev · read 2026-10-31
Vercel AI Gateway 2 ways$2.5per Mtok in$15per Mtok out$0.25per Mtok cached
Vercel AI Gateway aggregatorstandard$2.5per Mtok in$15per Mtok out$0.25per Mtok cachedvercel.com · read 2026-08-25
Vercel AI Gateway aggregatornot on the seller's list todaysandbox$2.5per Mtok in$15per Mtok outvercel.com · read 2026-08-25
Vercel AI Gateway aggregatorfast$5per Mtok in$30per Mtok out$0.5per Mtok cachedai-gateway.vercel.sh · read 2026-08-25

Measured 64 standings

PlaceBoardMetricScore
1stof 23Cl bench — Epoch AIOverall (xhigh)0.279
2ndof 17Cl bench life — Epoch AIOverall (xhigh)0.217
3rdof 18Algotune — Epoch AIScore (high)1.85
5thof 101FrontierMath (Tiers 1-3)mean_score (xhigh)47.6
5thof 202Terminalbench — Epoch AIAccuracy mean0.818
7thof 49Metr time horizons — Epoch AIaverage_score (xhigh)0.743
8thof 72Frontiermath tier 4 — Epoch AImean_score (xhigh)27.1
8thof 35Swe bench verified — Epoch AImean_score (high)76.86
9thof 46Enigma eval — Epoch AIAccuracy (xhigh)15.96
9thof 56Humanity's Last Exam (Epoch AI replication)Accuracy (xhigh)36.24
10thof 23Gbaeval — Epoch AIOverall score0.451
12thof 12Posttrainbench — Epoch AIAverage (%) (high)0.19
13thof 42Gso — Epoch AIScore OPT@1 (xhigh)0.314
16thof 28Ebr bench — Epoch AImean_score (xhigh)25.397
16thof 34LMArena · SearchScore (Elo)1197
20thof 132Ale bench — Epoch AIPerformance (high)1607
20thof 122Frontiermath tiers 1 3 v2 — Epoch AImean_score (xhigh)78.596
20thof 35Furniture assembly — Epoch AImean_score (xhigh)37.5
20thof 326GPQA Diamondmean_score (xhigh)93.3
21stof 154Chess puzzles — Epoch AImean_score (xhigh)48
22ndof 142Mystery game puzzles — Epoch AImean_score (xhigh)37
23rdof 35Blueprint bench 2 — Epoch AIScore27.115
23rdof 165LMArena · VisionScore (Elo) (high)1285
23rdof 71Vending bench 2 — Epoch AIScore6144.176
24thof 173Weirdml — Epoch AIAccuracy (xhigh)77.7
26thof 84Proofbench — Epoch AIAccuracy (xhigh)56
27thof 78Frontiermath tier 4 v2 — Epoch AImean_score (xhigh)49
27thof 30Mirrorcode — Epoch AImean_score (high)15.556
29thof 60Apex agents — Epoch AIPass@1 score0.524
33rdof 111Vectara Hallucination LeaderboardHallucination Rate7
34thof 414LMArena · TextScore (Elo) (high)1475
37thof 50Design Arena · godotgamedev (agents)Elo1135
37thof 306OTIS Mock AIME 2024-2025mean_score (high)97.778
38thof 235Scicode — Epoch AIScore (xhigh)56.597
40thof 163Artificial Analysis · Coding IndexIndex71.1
40thof 41Deepresearchbench — Epoch AIAverage score (low)0.351
42ndof 282ARC-AGI-2 (Public Eval)Score (%) (xhigh)84.17
42ndof 93Simpleqa verified — Epoch AImean_score (xhigh)45.1
43rdof 93Design Arena · asciiart (models)Elo1196
46thof 53LMArena · AgentNet Improvement (%)1.19
47thof 69Deepswe — Epoch AIPass@1 (xhigh)0.518
50thof 298ARC-AGI-1 (Semi-Private)Score (%) (xhigh)93.67
50thof 114Design Arena · svg (models)Elo1191
51stof 54Design Arena · androidnative (agents)Elo1027
51stof 92Forecastbench — Epoch AIOverall score63.1
52ndof 273ARC-AGI-1 (Public Eval)Score (%) (xhigh)96.38
52ndof 298ARC-AGI-2 (Semi-Private)Score (%) (xhigh)73.95
53rdof 260Critpt — Epoch AIAccuracy (xhigh)23.429
54thof 309Arc agi — Epoch AIScore (xhigh)93.67
55thof 61Design Arena · fullstack (agents)Elo1017
56thof 235Dtbench — Epoch AIAccuracy (xhigh)94.4
57thof 197Lmca — Epoch AIScore (xhigh)51.97
58thof 290Arc agi 2 — Epoch AIScore (xhigh)73.95
61stof 162Design Arena · gamedev (models)Elo1237
63rdof 68Design Arena · webapps (agents)Elo1047
64thof 68Design Arena · mobileapps (agents)Elo1085
65thof 154Design Arena · dataviz (models)Elo1235
66thof 157Design Arena · uicomponent (models)Elo1234
66thof 141LMArena · WebDevScore (Elo) (high)1465
68thof 135Webdev arena — Epoch AIArena Score (high)1462.99
79thof 163Design Arena · codecategories (models)Elo1210
82ndof 169Design Arena · website (models)Elo1218
94thof 112ARC-AGI-3 (Semi-Private)Score (%) (high)0.21
106thof 150Design Arena · 3d (models)Elo1099

About

GPT-5.4 — a text model from OpenAI, sold by 14 companies from $2.5 in and $15 out per million tokens, placed 1st of 23 on Cl bench — Epoch AI.

It takes text, images and files and returns text, with a context window of 1,050,000 tokens. It was published in February 2026, trained on material up to August 2025. Its sellers say it can reason step by step and call a tool. The catalogue files it under reasoning, code and agents. Fourteen companies sell it. The cheapest is $2.5 in and $15 out per million tokens at Databricks. Beside the standard rate there are faster, batch, flex, separately routed and regional lanes. It has been measured on 64 boards, and stands best at 1st of 23 on Cl bench — Epoch AI.

Every current figure

Maker
OpenAI
Register
model
Takes
text + image + file
Returns
text
Context
1,050,000 tokens
Published
February 2026
Knowledge to
August 2025
Licence
not read
Sellers
14
Price
$2.5 in and $15 out per million tokens — Databricks
Boards
64
Best place
1st of 23 — Cl bench — Epoch AI

Known as 25 names

GPT-5.4 (xhigh)GPT-5.4 (High)gpt-5.4-2026-03-05_xhighGPT 5.4 (High)gpt-5.4-searchgpt-5.4-highgpt-5.4 (xHigh)*openai/gpt-5.45.4openai/gpt-5.4:batchazure/gpt-5.4azure/gpt-5.4@eastus2azure/gpt-5.4@francecentralazure/gpt-5.4@swedencentralazure/openai-responses/gpt-5.4@eastus2azure/openai-responses/gpt-5.4@francecentralazure/openai-responses/gpt-5.4@swedencentralbedrock/gpt-5.4@us-east-1bedrock/gpt-5.4@us-east-2bedrock/gpt-5.4@us-west-2openai-responses/gpt-5.4openai-responses/gpt-5.4:flexopenai/gpt-5.4:flexopenai/gpt-5.4-batchOpenAI: GPT-5.4 (batch)