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Home/Best OpenAI Model for Coding
Best OpenAI pickOpenAI · Coding

Best OpenAI Model for Coding

GPT-5.6 Sol is OpenAI's best model for coding — it scores 97/100 vs 96/100 for GPT-5.5, at $5/1M input tokens. Across all providers, Claude Fable 5 still leads coding at 100/100 — worth considering if you're not committed to OpenAI.

Last verified Aug 16, 2026/Model data modified Aug 16, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$2.50/1M
Context
1.1M tokens
Speed
Deliberate

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-5.6 Sol

View
Why this recommendation

GPT-5.6 Sol is the safest overall answer here when you want the strongest default instead of the lowest list price.

OpenAIPremium
Best for
Frontier agentic coding, deep research, and hardest reasoning tasks
Price
$2.50/1M
Context
1.1M tokens
Best budget model

Mistral: Mistral Nemo

View
Why this recommendation

Mistral: Mistral Nemo is the lower-cost option to start with when you still need useful output at scale.

MistralBudget
Best for
Teams needing a cheap, fast, multilingual workhorse for classification, summarization, or light coding tasks at scale.
Price
$0.02/1M
Context
131k tokens
Best for speed

GPT-4o Mini

View
Why this recommendation

GPT-4o Mini is the better pick when response speed matters more than maximum reasoning depth.

OpenAIBudget
Best for
High-volume everyday tasks where GPT-4o quality is overkill
Price
$0.15/1M
Context
128k tokens

Why this page recommends it

GPT-5.5 leads OpenAI's lineup for coding at 96/100 ($5/1M input, 1M context).

GPT-4o Mini is the value pick at $0.15/1M input with a coding score of 65/100.

Claude Fable 5 (Anthropic) is the overall coding leader at 100/100 if provider choice is open.

Decision notes

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

Choose GPT-4o Mini 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-5.2 Mini68 pts
#5GPT-4o Mini68 pts
Quality first

GPT-5.5

OpenAI / Premium / Aug 8, 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
$2.50/1M
$15.00/1M 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
$2.50/1M
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
$2.50/1M
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
$12.00/1M
Pricing
Premium
Speed
Balanced
Context
200k tokens
Former top pickCodingReasoning
OpenAIBalancedOption 4

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
OpenAIBudgetOption 5

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 6

GPT-4o

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

Best use case
Multimodal tasks and image-adjacent workflows
Input
$0.07/1M
Pricing
Balanced
Speed
Fast
Context
128k tokens
ImagesMultimodalCreative

Pros

Terminal-Bench 2.1 leader at 88.8% (91.9% ultra) — the top OpenAI agentic-coding result

94.6% GPQA Diamond and 90.4% BrowseComp — frontier science reasoning and agentic browsing

Artificial Analysis Coding Agent Index leader at 80 points, near Fable 5 intelligence at roughly one-third the cost

Cons

Trails Claude Opus 5 badly on repository-level engineering (SWE-bench Pro 64.6% vs 79.2%)

Long-context surcharge ($10/$45 above 272K) and 2–3x ultra-mode costs stack up fast

Explore related decisions

OpenAI
GPT-5.5Best OpenAI flagship for agentic coding, research, and computer-use work.Read guide
Provider
OpenAI models & pricingEvery OpenAI model compared on price, context window, and capability.Read guide
Guide
Best AI for CodingClaude Opus 4.7 leads coding AI in 2026 with 64.3% on SWE-Bench Pro. Compare it to GPT-5.5, Claude Sonnet 4.6, and budget picks like DeepSeek V3 for your stack.Read guide
Tool
Compare models side by sidePick any two models and see pricing, benchmarks, and context windows in one table.Read guide
Pricing
AI API pricing comparisonInput and output cost per million tokens for every model, updated when providers change prices.Read guide

Quick links

Browse all modelsCompare pricingView GPT-5.5View GPT-5.4View GPT-5.2

How we evaluate AI models

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FAQ

Which OpenAI model is best for coding?

GPT-5.6 Sol — it scores 97/100 on coding in this directory, ahead of GPT-5.5 at 96/100. Best OpenAI flagship — leads terminal coding and agentic browsing.

Is GPT-5.6 Sol the best coding model overall?

Not overall. Claude Fable 5 (Anthropic) leads the directory for coding at 100/100 vs GPT-5.6 Sol's 97/100. GPT-5.6 Sol is the best pick if you're staying within OpenAI's ecosystem.

What is the cheapest OpenAI model that is still good at coding?

GPT-4o Mini at $0.15/1M input tokens (coding score: 65/100). Use it for volume work and reserve GPT-5.6 Sol for the tasks where quality matters most.

How much does GPT-5.6 Sol 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: 1.05M tokens.