Live coding help
Whether the tool gives real-time assistance during an actual coding round: a streamed approach, working code, and a complexity explanation you can defend.
OphyAI is the publisher's pick for an integrated coding-interview workflow. It covers live coding, technical Q&A, mock practice and system design (in the separate System Design tool) in one account. Coding Interview and System Design require Premium at $59 per month. This is an editorial fit assessment, not a controlled performance benchmark. Call it a coding interview copilot or a coding interview assistant: this guide ranks six of them, and our separate pick for the best AI for coding interviews covers vision-based vs text-only tools.
OphyAI is the publisher's pick for candidates who want one coding-interview workflow. Coding Interview supports screenshot-based problem capture and streamed solution guidance, while Interview Practice provides mock technical sessions and feedback. Coding Interview requires Premium at $59 per month. Verify the current features and plan access of every competitor before choosing.
Pricing tiers used where competitor rates change frequently. Snapshot as of July 2026.
| Tool | Live Coding Help | System Design | Works With Any Pad | Scored Mock Practice | Starting Price | Best For |
|---|---|---|---|---|---|---|
| 1OphyAI Coding Copilot | $59/mo | One account for live coding, technical Q&A, scored practice and system design (in the separate System Design tool) | ||||
| 2Final Round AI | $$$ | Live copilot bundled with a mock interview module | ||||
| 3LockedIn AI | $$$ | Real-time coding and meeting assistant for live rounds | ||||
| 4interviewing.io | $$$ | Human-led mock interviews with real engineers (different model) | ||||
| 5HackerRank / LeetCode | $ | Large problem banks for self-paced practice (not a live assistant) | ||||
| 6ChatGPT | $ | Generic fallback for reviewing solutions and explaining complexity |
OphyAI Coding Copilot is Premium ($59/mo). It works with coding pads through screenshot capture, not an official API integration or plugin. OphyAI's system design support is the separate System Design tool, also on Premium. HackerRank and LeetCode are practice and assessment platforms, so we mark them honestly as practice tools rather than live assistants.
OphyAI publishes this comparison. The criteria separate practice from live assistance, but this is not a controlled benchmark. Verify competitor features, prices, and plan access on their official pages.
Whether the tool gives real-time assistance during an actual coding round: a streamed approach, working code, and a complexity explanation you can defend.
Whether it reviews an architecture diagram or whiteboard at the component level, covering data flow, scaling, and trade-offs.
Whether it works alongside LeetCode, HackerRank, CoderPad, and CodeSignal. OphyAI does this through screenshot capture, not an official integration.
Whether you can rehearse in a scored mock coding session with a calibrated rubric, not just read static commentary.
Published prices, a free tier without dark patterns, and a clear cancellation path.
Coding Copilot for live coding and technical Q&A, the separate System Design tool for design rounds, and mock practice, all in one account. Coding Interview and System Design require Premium at $59 per month.
Rehearse data structures, algorithms, and system design in scored Interview Practice mocks, then use Coding Copilot in the real round. See the FAANG-specific breakdown at /best-ai-interview-copilot-for-faang.
A separate Premium tool: mock rounds on a built-in whiteboard with a voice AI interviewer and a scorecard (20 credits a round), and a Live Copilot for the real round that tells you what to say and draw next (30 credits a session). Details at /system-design-copilot.
See the AI system design interview copilotA browser practice room with 178 problems in OphyAI's own words, an AI coach and timed mock coding rounds. Included on Pro and Premium with no credits per problem. Not affiliated with LeetCode.
See Coding PracticeUse the Free plan's 5-credit signup grant for one Interview Practice session capped at 15 minutes, then work through problem sets on LeetCode or HackerRank. General chat tools can review a solution but do not provide OphyAI's built-in scored practice workflow.
A different model: anonymous mock interviews with experienced engineers who ask unscripted follow-ups. Pair it with AI mocks for volume and consistency.
Coding Copilot is vision-based. You capture a screenshot of the problem or your code, and it reads what you captured. It works alongside your coding pad and video calls (Zoom, Google Meet, Microsoft Teams), with no official integration or plugin.
Keep coding in whichever pad the interviewer chose (LeetCode, HackerRank, CoderPad, CodeSignal). Capture a screenshot of the problem, and Coding Copilot reads it with vision and returns a streamed approach with working code.
Alongside the code, Coding Copilot breaks down time and space complexity in plain language, so you can talk through trade-offs out loud instead of guessing at Big-O on the spot.
Design rounds run in the separate System Design tool, not in Coding Copilot. Its Live Copilot reads your whiteboard from a shared tab or window, or a phone photo, and tells you what to say and draw next, with the key number to mention. Premium, 30 credits a session.
On Pro and Premium, the model picker offers Standard, Advanced, and Technical. The Technical model is positioned for coding and whiteboard interviews.
Keep the two modes separate. Interview Practice runs mock sessions before the interview, with a percentage score, suggestions and an example strong answer for every answer, plus a transcript you can export. Coding Copilot gives real-time technical support during the live session. Use practice to prepare, then Copilot for help on the day.
OphyAI Coding Practice is a coding interview practice room: 178 problems, an in-browser editor, hints one at a time, an AI coach that checks your plan and reviews your code, and timed mock rounds with a voice AI interviewer.
The full library and AI coach come with Pro and Premium with no credits per problem. A mock coding round uses 20 credits. Free accounts get 4 sample problems.
Its own problems, not LeetCode's. Every problem is written in OphyAI's own words, with the classic name shown as "Also known as". Coding Practice does not use LeetCode problems, and OphyAI is not affiliated with LeetCode.
Practice here before the interview. In the live round, Coding Copilot (Premium) reads the problem on your screen and returns an approach, complexity notes and code.
OphyAI is the publisher’s pick for candidates who want coding, system design, technical Q&A, and mock practice in one account. Coding Interview covers live coding and technical rounds, and system design runs in the separate System Design tool; both require Premium at $59 per month. This is an editorial product-fit choice, not a controlled performance benchmark. Verify competitor features and plan access on their official pages.
Use OphyAI Interview Practice to rehearse coding explanations before the real interview. Practice generates questions from your resume and job description, runs a live session, and returns answer feedback with a transcript. On the Free plan, one session uses the 5-credit signup grant and is capped at 15 minutes. On paid plans, the first Practice session is credit-free; later text sessions use 10 credits and voice sessions use 15. Coding Interview is the separate Premium product for live technical rounds.
Yes. OphyAI Coding Practice is a LeetCode-style practice room in the browser: 178 problems (153 algorithm problems across 18 patterns plus 25 Terraform tasks), Easy to Hard, in Python or JavaScript, with an in-browser editor, hints one at a time and an AI coach that checks your plan and reviews your code. It uses its own problems, written in OphyAI's own words, not LeetCode's, and OphyAI is not affiliated with LeetCode. The library and coach come with Pro and Premium with no credits per problem, a timed mock coding round uses 20 credits, and free accounts get 4 sample problems. For live help in a real round, Coding Copilot is the Premium tool. See /coding-practice.
Yes. OphyAI Interview Practice runs a continuous conversational voice session where the AI asks a coding or system design question, listens to your reasoning out loud, and follows up like a real interviewer would. You can interrupt the AI mid-sentence, watch a live transcript, and receive per-answer feedback. Questions are grounded in your real resume and a target job description rather than a generic bank. Every answer gets a percentage score, suggestions and an example of a strong answer, and you can export the full transcript, so the simulation ends with a concrete read on where you stand.
OphyAI Coding Copilot reviews your solution and explains its complexity. During a session you capture a screenshot of the problem or your code, and Coding Copilot returns a streamed approach, working code, and a plain-language breakdown of time and space complexity so you can defend your answer out loud. Coding Copilot is part of the Premium plan ($59/month) and is vision-based: it reads the screenshot you capture rather than plugging into your editor. For a quick second opinion outside a session, ChatGPT can also comment on complexity, but it has no screenshot capture or scored review.
OphyAI handles SQL and database questions through both technical Q&A and Coding Copilot sessions. In a Coding Copilot session you capture a screenshot of the SQL prompt or schema and get a suggested query, an explanation of the joins or indexes involved, and the reasoning to talk through with your interviewer. In Interview Practice you can rehearse database and data-modeling questions in a scored mock session. There is no special database mode: SQL is treated like any other technical problem, read from the screenshot you capture and answered with working code plus an explanation.
OphyAI System Design is a separate Premium tool built for system design rounds. A mock round runs 35 to 60 minutes on a built-in whiteboard: a voice AI interviewer asks follow-ups about what you drew, and you finish with a scorecard (20 credits a round). In the real round, Live Copilot listens to the interviewer and reads your whiteboard from a shared tab or window, or a phone photo, then gives a short answer to say, what to draw next and the key number to mention (30 credits a session). Interview Practice can also run a spoken system design mock where the AI asks the question and follows up on your reasoning. Learn more at /system-design-copilot.
Yes. For FAANG-style coding rounds, use OphyAI in two modes. First, run scored Interview Practice mocks to rehearse data structures, algorithms, and system design out loud, with per-answer feedback. Second, use Coding Copilot during the real round: capture the problem, get a streamed approach with working code, and get a complexity explanation you can defend. The Technical model in the model picker is positioned for coding and whiteboard interviews. Coding Copilot is Premium ($59/month). See our FAANG-specific guide at /best-ai-interview-copilot-for-faang.
OphyAI Coding Copilot works alongside LeetCode, HackerRank, CoderPad, and CodeSignal through screenshot capture, not an official integration or plugin. You keep coding in whichever pad the interviewer chose, capture a screenshot of the problem, and Coding Copilot reads it with vision and returns a streamed approach, working code, and a complexity explanation. Because the mechanism is screenshot capture, there is no setup inside the pad and nothing to install in it. See how the workflow maps to each platform at /coding-copilot-integrations.
Start free, no credit card. Run scored mock coding sessions in Interview Practice, then unlock Coding Copilot for live coding and technical Q&A, and System Design for design rounds, on Premium.