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

Priority / fast tier
Services found: 65
#AI modelCapabilitiesAPI $/1M (in / out)Context windowPrice / moOutput $/1MOverviewVisit site
41

GPT-5.6 Luna Pro

OpenAI
Text & chatVisionReasoning
$0.2 / $1.21.05M tokensAPI only1.2View
42

Gemma 4 26B A4B

Google
Text & chatVisionVideo
$0.07 / $0.34262.1K tokensAPI only0.34View
43

Claude Opus 4.6

Anthropic
Text & chatVisionReasoning
$5 / $251M tokensAPI only25View
44

GPT-5.6 Sol Pro

OpenAI
Text & chatVisionReasoning
$2 / $101.05M tokensAPI only10View
45

GPT-6 Astra Pro

OpenAI
Text & chatVisionReasoning
$10 / $501.05M tokensAPI only50View
46

Claude Opus 4.7

Anthropic
Text & chatVisionReasoning
$5 / $251M tokensAPI only25View
47

GPT-5.2

OpenAI
Text & chatVisionReasoning
$1.75 / $14400K tokensAPI only14View
48

Grok 4.20

xAI
Text & chatVisionReasoning
$1.25 / $2.52M tokensAPI only2.5View
49

GPT-5.6 Terra Pro

OpenAI
Text & chatVisionReasoning
$2 / $121.05M tokensAPI only12View
50

GPT-5.1

OpenAI
Text & chatVisionReasoning
$1.25 / $10400K tokensAPI only10View
51

Claude Opus 4.5

Anthropic
Text & chatVisionReasoning
$5 / $25200K tokensAPI only25View
52

gpt-oss-safeguard-20b

OpenAI
Text & chatStructured JSON outputCode execution
$0.075 / $0.3131.1K tokensAPI only0.3View
53

Nano Banana 2 (Gemini 3.1 Flash Image)

Google
VisionAdjustable thinkingImage generation
$0.5 / $3131.1K tokensAPI only3View
54

Nano Banana 2 Lite (Gemini 3.1 Flash Lite Image)

Google
VisionAdjustable thinkingImage generation
$0.25 / $1.565.5K tokensAPI only1.5View
55

GPT-5.2-Codex

OpenAI
Text & chatVisionCoding
$1.75 / $14400K tokensAPI only14View
56

GPT-5.1-Codex-Mini

OpenAI
Text & chatVisionCoding
$0.25 / $2400K tokensAPI only2View
57

GPT-5.4 Image 2

OpenAI
VisionImage generationStructured JSON output
$8 / $15272K tokensAPI only15View
58

Nano Banana (Gemini 2.5 Flash Image)

Google
VisionImage generationWeb search grounding
$0.3 / $2.532.8K tokensAPI only2.5View
59

GPT-5.1-Codex

OpenAI
Text & chatVisionCoding
$1.25 / $10400K tokensAPI only10View
60

Nano Banana Pro (Gemini 3 Pro Image)

Google
VisionAdjustable thinkingImage generation
$2 / $12131.1K tokensAPI only12View

Browse by need

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

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.

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

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