CoGrader vs Topview AI
Side-by-side comparison · Updated October 2026
| Description | CoGrader is a teacher-facing AI grading assistant for essays and other open-ended assignments. It uses a selected or custom rubric to draft grades and feedback that educators can review and edit before returning work. Its useful role is helping a teacher organize assessment and feedback; it does not establish that a grade is correct, unbiased or suitable for a particular student without human review. The free Starter plan includes 100 student submissions per month and rubric creation and sharing. The pricing page also advertises 90 days of premium access, which is a temporary benefit rather than unlimited free access to paid features. Standard includes 350 submissions per month, handwritten assignments, grammar checking and a class-performance dashboard. It costs $19 per month on monthly billing or an advertised $15 per month billed annually. The annual equivalent is $180 before any applicable additions, calculated as $15 multiplied by 12; confirm the actual checkout total before paying. Schools and Districts plans use a custom quote and advertise unlimited submissions, shared rubric libraries, administration, institutional analytics and training. Higher Ed and Enterprise also use a custom quote, with API access, custom LMS connections and roles among the listed options. Choose a plan around submission volume, the review process and the integrations your institution actually needs, rather than assuming an individual subscription includes enterprise access. To evaluate CoGrader, begin with a rubric that defines each criterion and the evidence needed for each score. Try a small, permitted sample of work you have already assessed, compare the suggested results with your own reasoning, and revise unclear rubric language. Check whether each comment refers accurately to the student's work and gives an actionable next step. Review accommodations, language-learning needs and subject-specific expectations before finalizing feedback. A class dashboard can help identify topics to revisit; it should not replace the teacher's judgment about individual learning needs. Google Classroom integration is described as available to all users. The pricing FAQ places full Canvas and Schoology integration in school or district subscriptions, although the plan cards also display those platforms elsewhere. Confirm the exact integration and account entitlement you need. Other LMS workflows may use file import and export. The vendor also advertises plagiarism and AI-writing detection, but its plan card and FAQ disagree about AI-detection access. Confirm the selected plan's access, and treat a flag as a reason to review the evidence rather than proof of misconduct. CoGrader's privacy policy says teachers provide assignment questions, rubrics and student answers, and that student grading data is not used to train its AI models. It says third-party AI providers may not train on that data and identifies OpenAI OpCo, LLC as a provider receiving anonymized grading information. The policy also allows anonymized aggregate information to improve the service and does not give one fixed deletion deadline. Follow your school's authorization and data-handling process before uploading student work; a vendor policy is a statement of practice, not an independent security assessment. CoGrader is most relevant when an educator needs rubric-based feedback at a recurring classroom workload. Compare EssayGrader using the same sample rubric, feedback-review steps, submission allowance and data requirements. The terms describe a refund window within 14 days of an initial subscription purchase; that is separate from the free plan's advertised premium-access period. Review billing and cancellation terms before subscribing. | Topview AI turns a brief, script, product URL or reference media into a video production workflow. Its Video Agent plans scenes and creates assets that remain editable in Canvas. It supports product ads, UGC-style videos, social clips and short films; Drama Studio organizes longer story and character workflows. Review the generated script, product details, voice, captions and final shots before publishing. With monthly billing selected, the base Pro plan is $29 for 80 credits per month, Business is $75 for 250, and Ultra is currently advertised at $120 for 500. Team is $130 per seat per month for 500 credits per seat, with two seats as the minimum shown. These are the displayed USD prices at the review date; promotions and checkout totals can change. Annual Pro is $192 with 960 credits upfront, and annual Business is $528 with 3,000 upfront. Ultra is $599.90 billed annually, with 500 credits released each month and unused monthly credits expiring. Annual Team is $672 per seat with 500 credits per seat each month. The rounded monthly equivalents on annual cards are not month-to-month prices. Credits cover generation and editing, not downloads, and the cost depends on the selected feature and model. Unlimited access applies only to specified models, resolutions and promotional periods on the Topview website. It does not cover MCP, API, scripts or other automated workflows, and it does not guarantee queue speed. Pro and Business list API access. Ultra and Team have conflicting API wording across the pricing cards and FAQ; the API documentation explicitly excludes Ultra monthly credits. Confirm eligible balances and your exact plan before automating a workload. Topview also publishes an official MCP connection for research, campaign plans and media production through an authorized Topview account. Those workflows create assets and documents for review; a generated campaign is not evidence of better ad performance. Compare HeyGen when script-led presenter videos and translation are your main requirement. The operator is TOPVIEW PTE. LTD. Its terms require users to be at least 18 and permit lawful use of output subject to the stated restrictions and input permissions. The September 9, 2026 privacy terms allow content and output to be used for training by default outside a separate Enterprise Agreement; users can request an opt-out. Closing an account is different from deleting individual files and can leave content retained internally. Review these conditions before uploading confidential campaign material or another person’s likeness. |
| Category | Education | Video Editing |
| Rating | No reviews | No reviews |
| Pricing | Freemium | Paid |
| Starting Price | Free | $29/mo |
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| Tags | AI essay gradingrubric feedbackteacher assessmentGoogle Classroomeducation | AI video agentproduct videosUGC adsvideo editingcampaign planning |
| Features | ||
| Rubric-based AI grades and feedback for teacher review | ||
| Free Starter: 100 student submissions per month | ||
| Standard: 350 submissions per month | ||
| Custom and standards-aligned rubrics | ||
| Handwritten assignments and grammar checking on Standard | ||
| Google Classroom integration and institutional LMS options | ||
| Class-performance dashboard and institutional analytics | ||
| Quoted API access for Higher Ed and Enterprise | ||
| Video Agent from briefs, scripts, URLs and reference media | ||
| Editable Canvas scenes and reusable assets | ||
| UGC-style product ads and social video workflows | ||
| Drama Studio for story and character production | ||
| Team workspace, asset sharing and credit controls | ||
| Official account-authorized MCP workflows | ||
| Plan-specific API access and credit billing | ||
| View CoGrader | View Topview AI | |
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