GPT-5.4
Best overall model for high-stakes coding and reasoning work.
- Best for
- Premium coding, complex reasoning, and decision-heavy workflows
- Speed
- Balanced
- Input cost
- $14.00/1M
- Context
- 256k tokens
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.
Use GPT-5.4 for serious coding interview prep. Use GPT-5.2 Mini if you want a cheaper technical model for more practice volume.
Coding interview prep demands strong technical reasoning, not just code generation, and GPT-5.4 is the strongest model in this directory for that job.
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.
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.
This comparison focuses on the models most likely to answer this search intent well, not every model in the directory.
Best overall model for high-stakes coding and reasoning work.
High-value model for teams that want lower cost without losing versatility.
Best budget-focused coding specialist.
Best premium writing model for clarity, tone, and long-form work.
The fastest way to see where the recommendation shifts when your priority changes.
Best overall model for high-stakes coding and reasoning work.
High-value model for teams that want lower cost without losing versatility.
Best budget-focused coding specialist.
Best premium writing model for clarity, tone, and long-form work.
Best-in-class code editing and multi-step reasoning
Excellent at technical planning, debugging, and architecture tradeoffs
Stronger all-around default than older flagship models
Premium pricing for teams with heavy prompt volume
More than many users need for lightweight operational tasks
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GPT-5.4 is still the strongest all-around premium model in this directory when you need the safest default across coding, reasoning, and business-critical work.
GPT-5.4 is the best coding model in this directory, while Codestral 25.01 is the strongest low-cost coding specialist.
Gemini 2.5 Flash is the best cheap default for most teams, while Llama 4 Scout is the absolute cheapest by list price in this directory.
Gemini 2.5 Flash and Claude 4 Haiku are the fastest broad-use models in this directory for most prompt-heavy workflows.
Most businesses should pair one premium model like GPT-5.4 with one cheaper volume model like Gemini 2.5 Flash instead of forcing one model to do everything.