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Home/Best AI for Coding Interviews
Top recommendationDeveloper Guide

Best AI for Coding Interviews

GPT-5.4 is the best AI for coding interviews because it explains tradeoffs well, reasons through edge cases, and helps with both implementation and verbal interview prep.

Last verified Sep 3, 2026/Model data modified Sep 3, 2026
Rankings refresh dailyScored on 6 criteriaNo paid rankings
OpenAIPremium
Input cost
$2.50/1M
Context
272k tokens
Speed
Balanced

Clear recommendation block

The safest coding interviews default, the cheaper option worth trying first, and the specialist pick — before you read the detail below.

Best overall model

GPT-5.4

View
Why this recommendation

GPT-5.4 is the strongest answer here for coding interviews — pick it when quality of output matters more than the $2.50/1M/1M input you pay for it.

OpenAIPremium
Best for
Agentic workflows, desktop automation, and complex multi-step reasoning
Price
$2.50/1M
Context
272k tokens
Best value model

Codestral 25.01

View
Why this recommendation

Codestral 25.01 handles the same job for about 79% less per token. Start here and only move up if the output is not good enough.

MistralBudget
Best for
Affordable high-volume coding support
Price
$0.90/1M
Context
256k tokens
Best for speed

GPT-5.2 Mini

View
Why this recommendation

GPT-5.2 Mini is the fastest of these for coding interviews — worth it when latency is what the reader notices, not the last few points of reasoning depth.

OpenAIBalanced
Best for
Budget technical workflows and high-volume product integrations
Price
$1.20/1M
Context
128k tokens

Why this page recommends it

GPT-5.4 is the best premium model for interview reasoning and explanation quality.

GPT-5.2 Mini is the best lower-cost general technical practice option.

Codestral 25.01 is useful when the focus is implementation reps rather than broader interview reasoning.

Decision notes

Use GPT-5.4 for mock explanations, debugging, and system-thinking practice.

Use GPT-5.2 Mini when you want more reps at lower cost.

Use Codestral when you care mostly about coding speed and code-level iteration.

Interactive decision lab

Test the recommendation against your priority

Switch the scoring lens to see whether the coding interviews answer changes when cost, speed, or long-document depth leads the decision.

#1Claude Sonnet 4.688 pts
#2GPT-5.481 pts
#3GPT-5.2 Mini68 pts
#4Codestral 25.0160 pts
Quality first

Claude Sonnet 4.6

Anthropic / Premium / Sep 3, 2026

88

Best daily driver for coding and writing — the model most developers actually reach for.

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

Cost
$3.00/1M
$15.00/1M out
Speed
Balanced
3/5 score
Context
1M tokens
input window
View model
Data-backed recommendation
Avoid this pick if

You specifically need desktop-control capabilities (GPT-5.5/GPT-5.4) or the absolute highest coding ceiling (Opus 4.7).

Recommended comparisons

Where the coding interviews recommendation shifts once you weigh price or latency differently.

OpenAIPremiumTop recommendation

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
OpenAIBalancedOption 2

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
MistralBudgetOption 3

Codestral 25.01

Best budget-focused coding specialist for high-volume developer teams.

Best use case
Affordable high-volume coding support
Input
$0.90/1M
Pricing
Budget
Speed
Very fast
Context
256k tokens
Coding specialistBudgetFast
AnthropicPremiumOption 4

Claude Sonnet 4.6

Best daily driver for coding and writing — the model most developers actually reach for.

Best use case
Daily coding, writing, and long-document work at a strong price-to-quality ratio
Input
$3.00/1M
Pricing
Premium
Speed
Balanced
Context
1M tokens
CodingWriting leaderCursor default

Side-by-side specs

List prices and published scores — the numbers this page's pick is built from.

ModelInputOutputEst. monthContextSpeedCodingWritingResearch
GPT-5.4OpenAI$2.50/1M$15.00/1M$55272k tokensBalanced908888
GPT-5.2 MiniOpenAI$1.20/1M$4.80/1M$22128k tokensFast787268
Codestral 25.01Mistral$0.90/1M$2.70/1M$14256k tokensVery fast883852
Claude Sonnet 4.6Anthropic$3.00/1M$15.00/1M$601M tokensBalanced979893

Scores out of 100 — how we evaluate models. “Est. month” is 10M in / 2M out at list price: a ceiling, no discounts.

The case for each model

Why each one is on the shortlist for coding interviews, what it is genuinely good at, and where we would steer you away from it.

GPT-5.4

Top recommendationOpenAI

Ranked first here for coding interviews: 90/100 on coding, with the widest margin of anything in this line-up.

OpenAI's latest flagship with unique desktop-control capabilities — it can see your screen, click, and navigate apps via the API.

Input
$2.50/1M
Output
$15.00/1M
Context
272k tokens
Speed
Balanced

What people actually use it for

  • Building agents that browse the web and operate desktop software autonomously via the API
  • Complex multi-step reasoning for financial modeling and decision analysis
  • Autonomous test-run-debug loops for coding with computer-use control

Where it wins

  • Only frontier model that can control a desktop via API (click, type, navigate)
  • Strong at multi-step agentic tasks and autonomous workflows
  • Competitive coding performance with 74.9% SWE-bench score

Where it falls down

  • Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks
  • Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research

Skip it if

You need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks.

Our verdict

Best choice when you need a model that can operate software autonomously at the older GPT-5.4 price tier. For current premium coding quality, Claude Opus 4.7 leads.

Full pricing, benchmark table and release notes on the GPT-5.4 page.

GPT-5.2 Mini

OpenAI

The fastest model in this shortlist for coding interviews. Pick it when turnaround is what your readers or users notice.

Lower-cost OpenAI model that keeps a solid balance of usefulness, speed, and affordability for everyday tasks.

Input
$1.20/1M
Output
$4.80/1M
Context
128k tokens
Speed
Fast

What people actually use it for

  • Generating SEO content, product listings, and internal summaries at volume
  • Lightweight coding assists for simple bug fixes and code completions
  • Powering chatbot interfaces where response speed matters more than depth

Where it wins

  • Cheaper than flagship models without becoming toy-grade
  • Good for edits, summaries, and repetitive operational prompts
  • Fast enough for embedded product experiences

Where it falls down

  • Weaker on nuanced reasoning than premium models
  • Gemini 3.1 Flash is now cheaper with a larger context window

Skip it if

Cost is your primary concern — Gemini 3.1 Flash offers more for less.

Our verdict

A decent budget OpenAI pick, but Gemini 3.1 Flash undercuts it on price with a larger context window.

Full pricing, benchmark table and release notes on the GPT-5.2 Mini page.

Codestral 25.01

Mistral

The value option for coding interviews: about 79% less per token than GPT-5.4, at 88/100 on coding. Worth starting here and moving up only if the output disappoints.

Input
$0.90/1M
Output
$2.70/1M
Context
256k tokens
Speed
Very fast

Best budget-focused coding specialist for high-volume developer teams. Full Codestral 25.01 review →

Claude Sonnet 4.6

Anthropic

The alternative to check next for coding interviews — 97/100 on coding.

Input
$3.00/1M
Output
$15.00/1M
Context
1M tokens
Speed
Balanced

Best daily driver for coding and writing — the model most developers actually reach for. Full Claude Sonnet 4.6 review →

Explore related decisions

Guide
Best AI for CodingClaude Opus 4.7 leads coding AI in 2026 with 64.3% on SWE-Bench Pro. Compare…Read guide
Developer Guide
Best AI for DebuggingFind the best AI for debugging based on reasoning quality, code understanding, multi-step fixes…Read guide
Developer Guide
Best AI for Code ReviewsCompare the best AI for code reviews based on bug detection, explanation quality, tradeoff…Read guide
Decision Guide
Which AI Should I Use?A direct answer to which AI you should use for coding, writing, research, images…Read guide

Quick links

Browse all modelsCompare pricingView GPT-5.4View GPT-5.2 MiniView Codestral 25.01

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

What is the best AI for coding interviews?

For coding interviews, GPT-5.4 (OpenAI) is our pick. Best for agentic automation and desktop control workflows. It costs $2.5/1M input and $15/1M output tokens, with a 272K-token context window — enough headroom for all but the largest coding interviews jobs. GPT-5.2 Mini is the closest alternative if it doesn't fit your setup.

Why GPT-5.4 for coding interviews?

Because the work it is built for overlaps closely with coding interviews: building agents that browse the web and operate desktop software autonomously via the API and complex multi-step reasoning for financial modeling and decision analysis. Best choice when you need a model that can operate software autonomously at the older GPT-5.4 price tier. For current premium coding quality, Claude Opus 4.7 leads.

What does it cost to use GPT-5.4 for coding interviews?

On a moderate month — 10M input and 2M output tokens — GPT-5.4 runs about $55.00 at list price, with no batch or caching discounts applied, so treat that as a ceiling. Codestral 25.01 is the cheaper route at roughly $14.40 for the same volume, if coding interviews is high-volume enough for price to lead the decision.

When is GPT-5.4 the wrong choice for coding interviews?

Claude Opus 4.7 and GPT-5.5 now outperform it on current premium coding benchmarks. Smaller context window (272K) vs Gemini 3.1 Pro (2M) for research. Avoid it if you need the highest current coding benchmark scores — Claude Opus 4.7 and GPT-5.5 are newer premium picks. None of that rules it out for coding interviews on its own — but if one of those limits maps onto how you actually work, take the alternative on this page seriously rather than defaulting to the top pick.

Is there a cheaper AI that still handles coding interviews?

Codestral 25.01 at $0.9/1M input is the budget option here. Best budget-focused coding specialist for high-volume developer teams. Expect a quality step down on the hardest cases — the usual pattern is to route routine coding interviews volume to Codestral 25.01 and keep GPT-5.4 for the work where a wrong answer is expensive.

Which of these is fastest?

Codestral 25.01, rated very fast against GPT-5.4's balanced. Speed matters most for interactive and high-volume work; if your coding interviews runs in the background, the slower and more capable model is usually the better trade.