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Home/Best OpenAI Model for Long Context
Best OpenAI pickOpenAI · Long Context

Best OpenAI Model for Long Context

GPT-5.5 is OpenAI's best model for long-context work — it scores 95/100 vs 72/100 for GPT-5.4, at $5/1M input tokens. Across all providers, Claude Fable 5 still leads long-context work at 99/100 — worth considering if you're not committed to OpenAI.

Last verified Jul 1, 2026/Model data modified Jul 1, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$30.00/1M
Context
1M tokens
Speed
Balanced

Clear recommendation block

The shortest way to see the safest default, the lower-cost option, and the specialist pick before you read deeper.

Best overall model

GPT-5.5

View
Why this recommendation

GPT-5.5 is the safest overall answer here when you want the strongest default instead of the lowest list price.

OpenAIPremium
Best for
Agentic coding, computer-use workflows, and complex research tasks
Price
$30.00/1M
Context
1M tokens
Best budget model

Meta: Llama 3.1 8B Instruct

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Why this recommendation

Meta: Llama 3.1 8B Instruct is the lower-cost option to start with when you still need useful output at scale.

MetaBudget
Best for
High-throughput applications where cost and speed matter more than frontier-level quality, such as chatbots, content classification, and text summarization.
Price
$0.02/1M
Context
16k tokens
Best for long context

GPT-5.4

View
Why this recommendation

GPT-5.4 is the better pick when large documents, transcripts, or knowledge-heavy work lead the decision.

OpenAIPremium
Best for
Agentic workflows, desktop automation, and complex multi-step reasoning
Price
$0.20/1M
Context
272k tokens

Why this page recommends it

GPT-5.5 leads OpenAI's lineup for long-context work at 95/100 ($5/1M input, 1M context).

GPT-5.4 is the value pick at $2.5/1M input with a long-context work score of 72/100.

Claude Fable 5 (Anthropic) is the overall long-context work leader at 99/100 if provider choice is open.

Decision notes

Choose GPT-5.5 when long-context work quality is the priority and you're staying on OpenAI.

Choose GPT-5.4 when token volume matters more than peak quality.

Teams open to other providers should also evaluate Claude Fable 5 before committing.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the top answer changes when you care more about cost, speed, or long-document work.

#1GPT-5.587 pts
#2GPT-5.481 pts
#3GPT-5.275 pts
#4GPT-4o Mini68 pts
#5GPT-5.2 Mini68 pts
Quality first

GPT-5.5

OpenAI / Premium / May 28, 2026

87

Best OpenAI flagship for agentic coding, research, and computer-use work.

Ranks models by the broadest mix of coding, writing, research, and long-context usefulness.

Cost
$30.00/1M
$180.00/1M out
Speed
Balanced
3/100 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You only care about the highest public coding benchmark score or need a cheaper high-volume model.

Recommended comparisons

The fastest way to see where the recommendation shifts when your priority changes.

OpenAIPremiumBest OpenAI pick

GPT-5.5

Best OpenAI flagship for agentic coding, research, and computer-use work.

Best use case
Agentic coding, computer-use workflows, and complex research tasks
Input
$30.00/1M
Pricing
Premium
Speed
Balanced
Context
1M tokens
AgenticCodingComputer use
OpenAIPremiumOption 2

GPT-5.4

Best for agentic automation and desktop control workflows.

Best use case
Agentic workflows, desktop automation, and complex multi-step reasoning
Input
$0.20/1M
Pricing
Premium
Speed
Balanced
Context
272k tokens
AgenticDesktop controlReasoning
OpenAIPremiumOption 3

GPT-5.2

Capable but outclassed — GPT-5.4 is now cheaper and better.

Best use case
Serious coding and complex product work
Input
$1.75/1M
Pricing
Premium
Speed
Balanced
Context
200k tokens
Former top pickCodingReasoning
OpenAIBudgetOption 4

GPT-4o Mini

OpenAI's fastest, cheapest option for everyday high-volume tasks.

Best use case
High-volume everyday tasks where GPT-4o quality is overkill
Input
$0.15/1M
Pricing
Budget
Speed
Very fast
Context
128k tokens
BudgetFastOpenAI
OpenAIBalancedOption 5

GPT-5.2 Mini

Solid OpenAI budget option, though Gemini Flash offers better value.

Best use case
Budget technical workflows and high-volume product integrations
Input
$1.20/1M
Pricing
Balanced
Speed
Fast
Context
128k tokens
Budget codingFastOpenAI
OpenAIBalancedOption 6

GPT-4o

Best all-around pick for image-heavy and multimodal workflows.

Best use case
Multimodal tasks and image-adjacent workflows
Input
$0.15/1M
Pricing
Balanced
Speed
Fast
Context
128k tokens
ImagesMultimodalCreative

Pros

58.6% on SWE-Bench Pro, ahead of GPT-5.4 on the same public coding benchmark

82.7% on Terminal-Bench 2.0 for complex command-line workflows

1M token API context window for large-codebase and document-heavy workflows

Cons

Claude Opus 4.7 leads GPT-5.5 on SWE-Bench Pro for pure coding ceiling

Premium API pricing makes it less attractive for high-volume low-risk work

Explore related decisions

Browse all modelsCompare pricingView GPT-5.5View GPT-5.4View GPT-5.2GPT 5 5OpenaiBest AI for researchCompare models side by sideCompare pricing

How we evaluate AI models

UseRightAI recommendations are based on practical decision factors people actually feel in day-to-day use.

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FAQ

Which OpenAI model is best for long-context work?

GPT-5.5 — it scores 95/100 on long-context work in this directory, ahead of GPT-5.4 at 72/100. Best OpenAI flagship for agentic coding, research, and computer-use work.

Is GPT-5.5 the best long-context work model overall?

Not overall. Claude Fable 5 (Anthropic) leads the directory for long-context work at 99/100 vs GPT-5.5's 95/100. GPT-5.5 is the best pick if you're staying within OpenAI's ecosystem.

What is the cheapest OpenAI model that is still good at long-context work?

GPT-5.4 at $2.5/1M input tokens (long-context work score: 72/100). Use it for volume work and reserve GPT-5.5 for the tasks where quality matters most.

How much does GPT-5.5 cost?

$5/1M input tokens and $30/1M output tokens via the API, or through ChatGPT Plus at $20/mo for chat use. Context window: 1M tokens.