ChatOpenAI

GPT-5.1 Codex AI Chat Assistant

GPT-5.1 Codex is Rivya's upgraded Codex AI coding assistant for multi-file refactors, safer repo edits, codebase cleanup, and implementation planning.

Input
Prompt + optional images
Output
AI Chat Assistant
Credits
Pay per use — credits based on usage
Best for
Multi-file refactors and migrations
Example output

Example output

Best for PR summaries, engineering handoff, and review context.

Responses

Online trial

Try GPT-5.1 Codex

Input setup

Prepare this run

Estimated credits: 3+

Chat controls

Choose when Rivya can search the web, how much reasoning it should use, and whether to include model thoughts when the selected model supports them.

Web search

Allow supported models to pull live web results during the reply.

Reasoning

Use the model default, or request a stronger or lighter reasoning level when available.

Start a conversation to turn planning, prompting, and creative direction into one reusable thread.

Prompt starters

Start GPT-5.1 Codex with a proven prompt

Use a template already mapped to GPT-5.1 Codex when you want a stronger first run than a blank prompt.

Model proof

What GPT-5.1 Codex output looks like

Use the online trial above, then compare these example results to judge finish, rhythm, and task fit before you spend more credits in Studio.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Chat preview for a Codex diff explanation prompt.

Output

Best for PR summaries, engineering handoff, and review context.

Lead sample

Best for PR summaries, engineering handoff, and review context.

Chat preview for a Codex diff explanation prompt.

Input

Prompt + optional images

What to notice

Chat preview for a Codex diff explanation prompt.

Credits per use

Pay per use — credits based on usage

Why this model works

Why this model works

Improved code accuracy over GPT-5 Codex

Better at multi-file refactoring

12K output token limit for long code generation

Best-fit tasks

Best-fit tasks

Multi-file refactors and migrationsArchitecture cleanup and code organizationSafer code edits across related filesExplaining unfamiliar codebases

Model proof

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Frontend State Bug Chat.

Analyze a frontend state bug from symptoms, route changes, stale props, and a minimal reproduction path.

Conversation preview for Frontend State Bug Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Auth Flow Edge Case Chat.

Review an auth flow for redirect loops, locale handling, protected route leaks, and test cases.

Conversation preview for Auth Flow Edge Case Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Schema Backfill Plan Chat.

Plan a schema backfill with source of truth, dry run, write order, verification, and rollback limits.

Conversation preview for Schema Backfill Plan Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Observability Gap Chat.

Review an incident note for missing logs, metrics, traces, alerts, and a practical instrumentation next step.

Conversation preview for Observability Gap Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Dependency Upgrade Risk Review.

Review a dependency upgrade for API changes, generated files, browser requirements, and fallback plan.

Conversation preview for Dependency Upgrade Risk Review.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Frontend State Bug Chat.

Analyze a frontend state bug from symptoms, route changes, stale props, and a minimal reproduction path.

Conversation preview for Frontend State Bug Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Auth Flow Edge Case Chat.

Review an auth flow for redirect loops, locale handling, protected route leaks, and test cases.

Conversation preview for Auth Flow Edge Case Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Schema Backfill Plan Chat.

Plan a schema backfill with source of truth, dry run, write order, verification, and rollback limits.

Conversation preview for Schema Backfill Plan Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Observability Gap Chat.

Review an incident note for missing logs, metrics, traces, alerts, and a practical instrumentation next step.

Conversation preview for Observability Gap Chat.

chat thread

Ask Rivya to help with planning, prompting, analysis, or coding.

Conversation preview for Dependency Upgrade Risk Review.

Review a dependency upgrade for API changes, generated files, browser requirements, and fallback plan.

Conversation preview for Dependency Upgrade Risk Review.

Decision fit

When this model is the right choice

Decision fit

Fit signals

Improved code accuracy over GPT-5 Codex
Better at multi-file refactoring
12K output token limit for long code generation
Vision support for diagrams and screenshots
Same cost as GPT-5 Codex at 3 credits

Best-fit tasks

Use it when the task looks like this

Multi-file refactors and migrationsArchitecture cleanup and code organizationSafer code edits across related filesExplaining unfamiliar codebasesDeveloper task breakdowns with structured next steps

Quiet facts

Inputs, output, and credits to confirm

Provider

OpenAI

Category

Chat

Capabilities

Responses

Credit model

Pay per use — credits based on usage

Input path

Prompt + optional images

Prompt setup

Up to 20,000 chars

Developer access

Available via API

Call GPT-5.1 Codex from Public API v1 after checking the model fields, reference media rules, and credit behavior.

FAQ

GPT-5.1 Codex FAQ

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