Canva vs Toloka

Professional desktop suite for vector drawing, photo editing and page layout, acquired by Canva in 2024.

Removes image backgrounds automatically inside the Canva editor.

Browser design tool with generative image, video and text features built in.

Canva's conversational AI assistant, which generates text, images, videos, code and editable designs from chat prompts inside Canva and connects to external tools such as Slack, Gmail, Google Drive and Notion.

Canva's AI code generator, which turns prompts into responsive, interactive designs — landing pages, dashboards, quizzes, calculators and charts — that can be edited in the Canva editor and published as websites.

Canva's ad management platform, which generates ad creative with AI, publishes campaigns to Meta, TikTok and LinkedIn, and reports on performance in one place.

Canva's AI image generator, launched from the Canva homepage, which produces up to four images per text prompt and supports reference images, follow-up refinement and resolution boosting.

Chooses animations and transitions for a design using its own visual context.

Removes unwanted objects from photographs inside the Canva editor.

Generates spreadsheet formulas from a plain-language description inside Canva Sheets.

Analyses spreadsheet data inside Canva and generates visual insights and charts.

Turns a flat, AI-generated design into an editable layout: select, move and edit individual design elements after the fact.

Canva's AI text generator, which drafts and rewrites copy inside Canva designs and Canva Docs from a prompt.

Translates the text inside a Canva design while preserving layout.

A hybrid AI-plus-human agent that takes a delegated task - research, data analysis, copywriting, design or development - has AI do the first pass, then routes it to one of 10,000+ vetted experts for verification and multi-layer QA, returning results in 2-24 hours.

An independent evaluation platform that ranks frontier LLMs on agentic tool-use tasks using private, non-contaminated benchmarks across industry domains, scored on a pass^5 reliability metric, with the underlying RL Gyms and evaluation datasets available to license.

A self-serve service that lowers per-request inference cost through two tools - fine-tuning LoRA adapters on frozen Qwen3 base models to replace a frontier API on a narrow task, and prompt gisting that compresses long instruction prefixes into learned tokens.

Toloka's catalogue of ready-made training datasets sold outright — three named at the time of writing (Tau-bench Dataset Extension, University-level Math Reasoning, Multimodal Conversations) — as distinct from the custom data work its Platform sells.

Human-in-the-loop data programs -- demonstrations, annotation and evaluation -- for training robotics and physical AI systems.

A self-serve platform where an AI agent turns a described data goal into a full human-annotation pipeline - RLHF and preference data, data collection, instruction tuning, model evaluation, synthetic-data validation and content-moderation QA - with LLM-based quality checks on the output.