# Screenshot Comparison for QA - DiffShot (`dravara/diffshot`) Actor Upload a before screenshot and an after screenshot. Get structured text, price, control, and layout changes plus an annotated visual comparison for QA review. - **URL**: https://apify.com/dravara/diffshot.md - **Developed by:** [Dravara LLC](https://apify.com/dravara) (community) - **Categories:** AI, Developer tools, Automation - **Stats:** 1 total users, 0 monthly users, 93.1% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $0.12 / image pair compared This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage. Learn more: https://docs.apify.com/actors/running/actors-in-store.md#pay-per-event ## What's an Apify Actor? Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. - **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use). - **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`. - **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`. - **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`. - **Any other language** — the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## DiffShot **Compare the before and after screenshots for meaningful changes.** DiffShot compares a before screenshot with an after screenshot and reports what changed in human terms. It is not another website-change monitor: its job is to separate substantive changes from pixel or formatting noise. ### Changes it can explain - Added, removed, or revised text - Changed numbers, dates, and prices - Added, removed, or changed controls - Changed obligations or policy language visible in the images - Moved elements - Formatting-only changes when explicitly requested The result includes structured before/after regions, severity, an explanation, a deterministic pixel-change ratio, and a side-by-side annotated PNG. ### Output example This sanitized example shows the complete dataset contract. The adapter stores the comparison PNG in the run's key-value store and returns its storage key. ```json { "summary": "The renewal price increased and the call-to-action label changed.", "changes": [ { "change_type": "price", "severity": "high", "title": "Annual renewal price increased", "before_text": "$99 per year", "after_text": "$129 per year", "explanation": "The visible annual price increased by $30.", "regions": { "before": {"x": 0.61, "y": 0.24, "width": 0.18, "height": 0.06}, "after": {"x": 0.61, "y": 0.24, "width": 0.18, "height": 0.06} } } ], "limitations": [], "comparison_image": { "filename": "diffshot-comparison.png", "mime_type": "image/png", "storage_key": "diffshot-comparison.png", "sha256": "1111111111111111111111111111111111111111111111111111111111111111", "width": 2400, "height": 900 }, "before_sha256": "2222222222222222222222222222222222222222222222222222222222222222", "after_sha256": "3333333333333333333333333333333333333333333333333333333333333333", "pixel_change_ratio": 0.0342, "ci_gate": { "status": "not_evaluated", "passed": null, "policy": null, "checks": [], "decision_summary": "No CI gate policy was supplied. The comparison was not used to pass or fail a build.", "evidence_notice": "The pixel-change ratio is deterministic; review model-produced findings against the numbered evidence." }, "review_notice": "Verify each claimed change against its numbered before/after region." } ``` ### Optional CI gate Add `ci_gate_policy` when the comparison should pass or fail a build. Supported criteria are: - Maximum pixel-change ratio - Maximum meaningful-change count - Blocked severities - Blocked change types - Any reported limitation At least one criterion is required. A value exactly equal to a maximum passes. The result always includes `ci_gate`: `not_evaluated` when no policy was supplied, otherwise `passed` or `failed` with one check per criterion and the numbered changes that caused a failure. The gate evaluation itself is deterministic. The pixel ratio is computed by image code. Meaningful-change count, severity, type, and limitations depend on model-produced findings. Review the numbered regions and comparison PNG before accepting a baseline. A failed CI gate is still a completed comparison and successful result event; it does not turn the Actor run into a provider failure or remove the creator charge. ### Supported input Exactly two PNG, JPEG, or WebP images per run; each at most 12 MB, 8,192 pixels per side, and 20 megapixels. Images selected with the Apify Console file uploader are read inside this limited Actor with its scoped storage access. Direct inline data URLs should stay at or below 6 MB of raw image bytes each because Apify run-input requests have a smaller limit than uploaded or remote files. Image order is always before, then after. Identical normalized images skip model analysis and return an exact no-change result. ### Automation boundary API and CI callers should keep approved baseline images under their own review and start one Actor run for each before-and-after pair. This Actor does not replace baselines or combine several pairs under one result event. Each pair therefore keeps the same input limits, result contract, and creator charge as a console run. For API starts, check the live Actor pricing first and send an explicit Apify `maxTotalChargeUsd` ceiling for each run. Do not rely on a client default. This Actor accepts images, not page URLs. Reliable URL capture requires a separate hardened browser Actor with private-network blocking, redirect revalidation, navigation limits, and browser isolation. That Actor is not part of this release. ### Self-service run and recovery No separate Dravara account, API key, integration, or support handoff is required. Upload the before image first and the after image second, start one run, read the default-dataset item, and open `diffshot-comparison.png` from the run's key-value store. Review reported limitations before acting on the comparison. If input validation fails, correct the files or named field and start a new run. If the analysis service is temporarily unavailable, wait a few minutes and start one new run; a failed run does not continue in the background. If a charge, dataset, or artifact state ever looks unclear, do not loop automatic retries: inspect that run's **Charges**, default dataset, and key-value store first. The **Self-service failure details** output opens the sanitized key-value-store `OUTPUT` record with the stable error code, retry guidance, and next action. ### Billing Dravara's creator charge for a successful run is $0.40005: the $0.00005 `apify-actor-start` event plus $0.40 for `image-pair-compared`. Apify separately passes its variable platform usage to the customer and determines the final displayed total; Dravara does not reduce its creator charge to absorb that usage. The result event is captured only after the comparison artifact and dataset item exist. Validation or provider failures skip the result charge, but the Actor-start charge and Apify platform usage can still apply. The synthetic sample input is billed like any other run. ### Privacy Both images and optional context are processed by Dravara, LLC's private service and the OpenAI API using `store: false`; applicable provider abuse-monitoring retention may still apply. Apify retains normal run storage under the runner's settings. Remove credentials and unrelated personal or regulated information before upload. Optional defect contact: . Send only the Apify run ID and safe error text, never the input. Support does not complete or deliver failed runs. # Actor input Schema ## `before_image` (type: `string`): Apify Console file upload or public HTTPS URL up to 12 MB; inline data URL up to 6 MB raw. Maximum 20 megapixels. ## `after_image` (type: `string`): Apify Console file upload or public HTTPS URL up to 12 MB; inline data URL up to 6 MB raw. Maximum 20 megapixels. ## `context` (type: `string`): Explain what changed or what reviewers should pay particular attention to. ## `include_formatting` (type: `boolean`): Include changes that appear to affect only layout, spacing, typography, color, or other formatting. ## `ci_gate_policy` (type: `object`): Apply one or more deterministic pass/fail rules to this finished comparison. The policy does not change what the model reports. ## Actor input object example ```json { "before_image": "data:image/webp;base64,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", "after_image": "data:image/webp;base64,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", "context": "Compare customer-visible plan changes.", "include_formatting": false } ``` # Actor output Schema ## `results` (type: `string`): No description ## `files` (type: `string`): No description ## `failure` (type: `string`): On a failed run, open the sanitized machine-readable error, retry guidance, and next action. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "before_image": "data:image/webp;base64,UklGRnQEAABXRUJQVlA4TGgEAAAvf8JZAAfmsG0bSXLfW/lzMbHIXA8O27aRJGP77/feiAjatk24nj+Dr55/AkmbBHePcb9+IAEYBCAgAEAyAOZmBQbpDQBEwAACASzp9z/zPwaIVVk+31qBtEOgDQmggIC0aewABI2502YTpmkEQNpAxIDf75sbQwA0NMRoaH7/06bN4TUgIHOHBGBZKDSCr+0/27KszZ1Gc7S2aWgaYEBvNp4YZ24DMkibM3yPuJ4H1K5tOx5XZ/O2Gc/Utm3btm17bBtvktq222eQpN36b+/zjD7t9WzcEf2HxEaSIsnLHMt8t/T60/oNxH/iP/Gf+E/8J/4T/4n/xH9/I2D9BuI/8Z/4T1T1l30Z/CedRbmSIv4T/4n/rJuw23BjImE3cH8Gm+/dvrexlRiUbuvPPhBpAJSVomD8XW11jxfc6E73G3PNGFPxmc2gQjMtFr55unyvnQJMrTFjDPG1owpAzQ5YLHNqPQvy3scCse/NGMPyfdzzowjMslTCbqBkMGH35ve+mrh3Zowh9eGdj/NQzAxarBmg4MDBmqnAtCozRufcggUXUNAw23KZUDj/Rgrdb8xpy/RLEP/UMz1kucS/8G25f/veJloRvnHjxumzq4DAGAXURezf7d7iP/Gf+E/8J/4T//2vtYOWT/LRX0dioHtqIwypckv7aK76OnIkUZZJ2Y7GQxcgtEtBzRzmXPLEXKLdlH3yLVHFb4e+KPjq4DzzLFwNqGsvt2W+2kPf8mB5X9SJwKPlHPu92it4vNwiyctt6QngqVvOSuU5nwJEJw/8Y9KgD2RtYEMm4T0MfaPVRfYw8o1F4t/126eVhiFFDXu/aIsAhB2iPhTvY4h5T7Q7NHr0Aqu0MjXuteGwnxE3gLF7AZQx64OmySzRCywS16+6PzcULuPEDuDAqNZlrWNdFkrX5ENZJisCv0JzDcNv3L7oA67Quv4VwYp+prJS26Sdh+HF9u9+P/Gf+E/8J/4T/4n//oeb6lCGasO8V657vD0mbWzrVVRYLBu20SkDZWEYLymhZ6Fb3RsFSqvpUxJKVfTIrA1OYteD+/PhwFIz9UwoOAR1fbf+ihSMOj382O/VXqVdYbykhLS1bL7UCjLWsSzKlckMfMiXpNHpcP7yjZJhnsga1hcRWWC8IgWl15nhWqVlEe0Ojbzz46SYmngbQ9cW3rqu+9xJLZoHnNvBinpP2E/MJ5p9xitSUEadGe5VWhZNgOJjTCsZdI/yOQZ/mI+x+KbD9MLrMNjB+eppdoh5jYIPOr3ODNcqbcvcmuLVbD3peTuOHRGKVrMmQv5aFlWkBLolfIbspUzVxqJLWJ+KwnxFCnqdEd7Uw6u0Moa5gZLu3D3E8icNpxVDgsFTigEVgbqh7L/3YCeMuOFWanOr1GBJLxTGK1Iw6ozwslKv0nLd7q1ofeD8aNft3lZNTpb9u99P/Cf+E/+J/8R/4j/xn/hP/Cf+E/+J/8R/4r//vLN/v7uf/wizfgPxn/hP/Cf+E/+JygA=", "after_image": "data:image/webp;base64,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", "context": "Compare customer-visible plan changes." }; // Run the Actor and wait for it to finish const run = await client.actor("dravara/diffshot").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "before_image": "data:image/webp;base64,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", "after_image": "data:image/webp;base64,UklGRnoEAABXRUJQVlA4TG4EAAAvf8JZAPflsG0bSXLD1z/2iYm9TBEM2jaSVP4Il8neM1MjaNs24c/1DL56/gkkbXgB9xjX/YEEIBCAgAAASQCYnRUIJGgBgAgIsxPAit45M0cABYC0E0g+31qB1AQEZieAAgLSzidZAAQts6edbZgOgQBIOwDw/t+7Z7WgU7TMnHbe+Q6uAAF55wQgOVNbAgFaVtCOZFGbOh3Y1F3LzAEBugMEAiKcsS2Q8I88/PvD7zygv23b8Ua6JuwwY9u2bdu2WdtuNLbtmbdIsv7j8r1vmv62x7t4IvrvCJIkRcl94YU7HPL60/oN8Z/4T/wn/hP/if/Ef+I/8d/fCFi/If4T/4n/RFV/2Zfxn3QW5UqK+E/8J/6zbmLBpugkYsHQg1lsu3/7/pYUMSjdjl/6QbwJUFaKggl3tdU9WRTtSc/ofDPGVH5+G6jIbIuF745OPxqmAtPqzRhDl4bRxUlzQxbLvAbHosIPGUDGBzPGsPIQ930oQnMslVgwVDGMWPDmj/6azu/NGEPmozufFiTNDlusGaDgyNH6acD0WjNG574Fiy6hoGmu5TKxZGE0QM/ovPbMvAJdnjtmRiyXLi9d2x/cvr+VFGLRaPTshTVAaKwCGuP273Zv8Z/4T/wn/hP/if/+19pRy6fHiV+P+2F75NFCx5K45pqrI0cSZZlU7W4+dok+IdeY50D3Wy0O/xXSpuyT791Ul12MWUPXr8DltcqxeC2grr/amft6P/2rw9X9UadCj1dy8vc6p+DJSouksKCtNwBbrsGMUjQXA0BiypA/Jg/9SN5mNucS28+It6Agvp9Rby0S397fPq8GRj7tg//OQN01gJibhAvFBz/+DyR6QrNDL7BKK1Pj30C3e1Ngw7Ng8PdsGHcQQBmzPmpazBK9wCIJ+lTPF3QqXp/iig0cGZ1a3kY25qF0LS6UZbIq9GtkPttag8HKFK6S2sCacM0AU1WlbZLmYXiZ/bvfT/wn/hP/if/Ef+K//+GmOpSh2tMzsxkCZdGyQDomb2lvWirslMheBecOcPAMHR/KqjAmKaF3SbCuLwqUVtOvIpKp6JXbEJ7M3ocPFgL9SXo6kEFPtODzkfBw1I19+nQpGI16/snf65xWW8KYpISs9Wy7kgI5G1mR4OoUhjzia/cx2WbkNxeur474OjaVEl9kTJeC0hvNfK3Vmkj0hGbe+3AHTC288+Np410wGHzhzixdQBpiPvyfaXUZ06WgjEYz32m1JloAxSd/igx6JvjixxfjUwaumTCz5IajnRmtbvxvUPBRpzea+VqrPZlbU76WHacd78azO07pWtbFKVrP0ppAyNv1i8ZYyllHYjmbMpPM6VLQG438ll5Oq2UxMhiq6MndY6x81nRWMTwcPqMYXBNqHMHh+w/36FKukcoMV/RJMqZLwWg08qsqnVbLdbu3IvVw/0zrdm+rJj/P/t3vJ/4T/4n/xH/iP/Gf+E/8J/4T/4n/xH/iP/Hff9jZv//dz3+EWb8h/hP/if/Ef+I/URk=", "context": "Compare customer-visible plan changes.", } # Run the Actor and wait for it to finish run = client.actor("dravara/diffshot").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}") for item in client.dataset(run.default_dataset_id).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "before_image": "data:image/webp;base64,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", "after_image": "data:image/webp;base64,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", "context": "Compare customer-visible plan changes." }' | apify call dravara/diffshot --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "type": "http", "url": "https://mcp.apify.com/?tools=fetch-actor-details,dravara/diffshot" } } } ``` The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer ` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations). ## OpenAPI specification Download the OpenAPI definition: https://api.apify.com/v2/actors/RaxntnhGehDqnQBqx/builds/JYQMpYBacxU0LYpqD/openapi.json