AI models with a priority tier: pay more to jump the queue

Prices from official vendor price lists · October 2026
65 models offering a paid fast lane — lower latency and reserved capacity, typically at double the standard rate. Output prices run from $0.3 to $180 per 1M tokens across the 61 models with a paid per-token price; 17 have a free tier and 3 ship open weights.
Priority / fast tier
Services found: 65
#AI modelCapabilitiesAPI $/1M (in / out)Context windowPrice / moOutput $/1MOverviewVisit site
21

GPT-5.4 Mini

OpenAI
Text & chatVisionReasoning
$0.75 / $4.5400K tokensAPI only4.5View
22

Gemini 3.5 Flash-Lite

Google
Text & chatVisionAudio
$0.3 / $2.51.05M tokensAPI only2.5View
23

GPT-5.4 Nano

OpenAI
Text & chatVisionReasoning
$0.2 / $1.25400K tokensAPI only1.25View
24

Claude Sonnet 4.5

Anthropic
Text & chatVisionReasoning
$3 / $151M tokensAPI only15View
25

Claude Haiku 4.5

Anthropic
Text & chatVisionReasoning
$1 / $5200K tokensAPI only5View
26

Gemma 4 31B

Google
Text & chatVisionVideo
$0.09 / $0.34262.1K tokensAPI only0.34View
27

GPT-5.4

OpenAI
Text & chatVisionReasoning
$2.5 / $151.05M tokensAPI only15View
28

GPT-5.3-Codex

OpenAI
Text & chatVisionCoding
$1.75 / $14400K tokensAPI only14View
29

GPT-Realtime-2.1

OpenAI
Text & chatVisionAudio
$4 / $24128K tokensAPI only24View
30

GPT-Realtime-2.1 Mini

OpenAI
Text & chatVisionAudio
$0.6 / $2.4128K tokensAPI only2.4View
31

Gemini 3.1 Flash-Lite

Google
Text & chatVisionAudio
$0.25 / $1.51.05M tokensAPI only1.5View
32

Nano Banana 2

Google
VisionImage generationStructured JSON output
API onlyView
33

Nano Banana 2 Lite

Google
VisionImage generationStructured JSON output
API onlyView
34

Nano Banana Pro

Google
VisionImage generationStructured JSON output
$2 / $12API only12View
35

Gemini Omni Flash

Google
Text & chatVisionAudio
$1.5 / $9API only9View
36

Gemini 3.5 Transcribe

Google
AudioAdjustable thinkingSpeech-to-text
API onlyView
37

Gemini 3.5 Transcribe Live

Google
AudioAdjustable thinkingSpeech-to-text
API onlyView
38

Grok 4.20 Reasoning

xAI
Text & chatVisionReasoning
$1.25 / $2.51M tokensAPI only2.5View
39

Grok 4.20 Non-Reasoning

xAI
Text & chatVisionReasoning
$1.25 / $2.51M tokensAPI only2.5View
40

Grok Build 0.1

xAI
Text & chatAdjustable thinkingWeb search grounding
$1 / $2256K tokensAPI only2View

Browse by need

Reasoning models169 modelsCoding assistants17 modelsVision and images156 modelsLong context 1M+82 modelsFree tier available80 modelsOpen weights88 models

Sixty-five models offer a paid express lane: lower latency, reserved capacity and protection from queueing at peak load, typically at twice the standard rate. OpenAI calls it Fast mode, Anthropic offers it on Opus 5 and Opus 4.8, Google sells Priority, xAI doubles the rate for the same effect.

Output here runs from $1.20 to $50 per million tokens before the multiplier. The tier earns its price in two situations: a user is waiting and the difference between two seconds and eight is a lost conversion, or you have a contractual latency commitment. For batch work it is money burned.

Double rate, same answerYou buy latency and capacity, not quality.
Peak protectionThe value shows up under load, when standard queues lengthen.
Opposite of batchOne trades money for speed, the other speed for money.

Models with this capability

The 65 models below all support this capability. Prices are input and output per 1M tokens from the vendor official price list; for dirhams multiply by 3.6725. Tap a card to open the model page.

Claude Fable 5.1
#1
Anthropic
in $10out $501M tokens
GPT-6 Astra
#2
OpenAI
in $10out $501.05M tokens
GPT-6 Sol
#3
OpenAI
in $2out $101.05M tokens
GPT-6 Luna
#4
OpenAI
in $0.1out $0.51.05M tokens
Claude Opus 5.5
#5
Anthropic
in $4out $201M tokens
Claude Opus 5
#6
Anthropic
in $5out $251M tokens
Claude Fable 5
#7
Anthropic
in $10out $501M tokens
GPT-5.6 Sol
#8
OpenAI
in $4out $201.05M tokens

How to choose

  • Measure your actual p95 latency on standard tier before paying for priority.
  • Apply it per endpoint, not account-wide — only user-facing paths need it.
  • Check whether the vendor guarantees capacity or merely prioritises it.
  • Reprice regularly; standard-tier latency improves as vendors add capacity.

Common mistakes

Priority on background jobsPaying double for work nobody is waiting on.
Using it to mask a slow modelA smaller model on standard tier is often faster and cheaper than a big one on priority.

Who this suits

Conversational productsWhere a pause reads as a broken interface.
Regulated servicesContractual response-time commitments.
Peak-heavy businessesTraffic concentrated into narrow windows.

Related filters

Batch API140 models with half-price async processing
Low latency73 small, fast models for volume
Frontier tier41 flagship models, the best each vendor sells
Realtime voice7 models for live voice conversation
All 239 modelsThe full rating with filters and prices

Frequently asked questions

What does priority actually buy?

Lower latency and protection from queueing at peak load. It does not change answer quality.

When is it worth double?

A user is waiting and seconds cost conversions, or you have a contractual latency commitment. Otherwise it is money burned.

What is the opposite trade?

Batch processing — half price in exchange for hours of delay.

Does priority improve accuracy?

No. Identical model, identical output distribution.

Can I switch per request?

Yes with most vendors — it is a parameter, not an account setting.

Frequently searched

By capabilityReasoningCodingVisionLong context 1M+Free tierOpen weightsLow latencyRealtime voiceImage generation
By vendorAnthropic (13)OpenAI (30)Google DeepMind (17)xAI (8)Meta (6)DeepSeek (9)Mistral AI (11)Alibaba (Qwen) (34)Z.ai (12)Moonshot AI (5)
Popular modelsClaude Fable 5.1GPT-6 AstraClaude Opus 5Claude Fable 5GPT-5.6 SolGLM 5.3Grok 4.6Kimi K3GPT-5.6 Terra
By deliveryBatch APIPrompt cachingPriority tierFrontier tierProprietary APITool callingStructured JSONWeb searchMultilingual

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