⚡ สรุปโดยย่อ:
- ตัวประกอบ: AutoEntry starts at $12/month. Puzzle IO has a free plan, then jumps to $42.50/month.
- เหมาะสำหรับ: Puzzle IO suits startup founders who want a general ledger. AutoEntry suits bookkeepers drowning in paperwork.
- ความแตกต่างที่สำคัญ: Puzzle IO replaces your ซอฟต์แวร์บัญชี. AutoEntry feeds documents into the การบัญชี software you already use.
- ตัวเลือกที่เราแนะนำ: AutoEntry, for the wider audience. It costs less and works with Sage, Xero and QuickBooks.
Puzzle IO and AutoEntry both promise less manual data entry.
That is where the similarity stops.
Puzzle IO is a general ledger that wants to be your books.
AutoEntry is a data extraction layer that feeds your existing books.
Pick wrong and you either pay twice or lose half your workflow.
ภาพรวม
This Puzzle IO vs AutoEntry comparison covers pricing, features and ease of use.
นักเขียนของเราได้ใช้เวลาทดลองใช้งานทั้งสองแพลตฟอร์มด้วยตนเอง
บันทึกเหล่านั้นอยู่ในส่วน "สิ่งที่ทีมของเราสังเกตเห็น" ด้านล่างนี้
Everything else comes from published specs, documentation and user reviews.
By the end you will know which one fits your finances.
⚠️ Recent news: On September 2, 2026, Accrual announced an agreement to buy Puzzle’s accounting-firm ธุรกิจ, including its AI ledger and close products. Founder Sasha Orloff joins Accrual. Puzzle says the direct product for startups and ธุรกิจเล็กๆ keeps running on its own. Watch this before you commit to a long plan.
Puzzle IO คืออะไร?
Puzzle IO is an AI powered general ledger built for startups and small businesses.
Sasha Orloff and John Cwikla started the company in 2019.
Orloff is the CEO and co founder.
The platform connects to your bank accounts, cards and other tools.
It then sorts transactions on its own and keeps your financials up to date.
Unlike QuickBooks, it was designed for non accountants.
ปริศนาไอโอ
Built by founders for founders. It automates 85-95% of repetitive bookkeeping. You get a drafted financial position daily instead of waiting for month-end close.
ราคาของ Puzzle IO
Four plans. The free tier covers companies spending under $5k a month.
| วางแผน | ราคา | เหมาะสำหรับ |
|---|---|---|
| หลักการพื้นฐานทางการบัญชี | 0 ดอลลาร์/เดือน | Pre-revenue companies under $5k monthly spending |
| การบัญชีบวกข้อมูลเชิงลึก | 42.50 ดอลลาร์สหรัฐฯ ต่อเดือน | แต่แรก stage teams that need clear insights |
| ระบบอัตโนมัติขั้นสูง | 85 ดอลลาร์ต่อเดือน | Revenue recognition and accrual work |
| การบัญชีบวกมาตราส่วน | 255 ดอลลาร์ต่อเดือน | Funded startups reporting to investors |
Pricing verified September 2026.
ทดลองใช้งานฟรี: No card needed. The free plan runs indefinitely while you stay under the spending cap.
รับประกันคืนเงิน: None published. You can downgrade to the free plan instead.
📌 บันทึก: The jump from free to $42.50/month is steep. Most early stage companies cross the $5k spending line within a quarter of raising money.
⚠️ คำเตือน: Human bookkeeping service is a separate line item. The subscription price above buys software access only.
ข้อดีที่สำคัญของ Puzzle IO
Here is what makes Puzzle IO worth a look:
- Automated bookkeeping: It handles 85-95% of repetitive tedious tasks so founders can focus elsewhere. Expense categorization runs at up to 95% accuracy.
- ข้อมูลเชิงลึกแบบเรียลไทม์: Cash flow, burn rate and key metrics like MRR update daily. No waiting weeks for a month-end report.
- ระบบอัตโนมัติในการบันทึกบัญชี: Revenue recognition, prepaid expenses and fixed assets are handled in-app. That removes a stack of spreadsheets.
- Modern integrations: Stripe, Brex, Ramp and Gusto connect directly. Less manual data entry across the stack.
- ติดตั้งง่าย: Self-guided onboarding means you do not need a finance expert on day one.
- One financial picture: All financial data sits in one dashboard. You see the current state of the business whenever you want.
Those benefits show up clearly on the dashboard.
สิ่งที่ทีมของเราสังเกตเห็น
ของเรา นักเขียน signed up for Puzzle IO and ran a live company file through it for several weeks. Here is what stood out:
ข้อดีและข้อเสียของ Puzzle IO
✅ ข้อดี
- Free plan for companies under $5k in monthly expenses
- Cleaner and more intuitive than QuickBooks for non accountants
- Daily drafted financials instead of a slow month-end close
- Built-in accrual automation for revenue recognition and fixed assets
❌ ข้อเสีย
- Some users worry about leaning on AI for transaction categorization
- A few reviewers report frustrating support and onboarding experiences
- Not accepted everywhere the way QuickBooks is
AutoEntry คืออะไร?
AutoEntry is a cloud data extraction tool for accountants and businesses.
Sage acquired it in September 2019 and still owns it.
It captures invoices, receipts, bank statements and other financial documents.
Optical character recognition and machine learning pull the numbers out.
The extracted data then lands in Sage, Xero or QuickBooks.
It does not replace your books. It fills them.
🏆 ผู้ชนะ: AutoEntry
Up to 99% accurate capture, backed by Sage. Credits roll over for 90 days and the plan is rolling monthly. Cancel whenever you want.
ราคา AutoEntry
AutoEntry pricing runs on credits. Every plan comes with a monthly credit allowance.
| วางแผน | ราคา | เหมาะสำหรับ |
|---|---|---|
| บรอนซ์ | 12 ดอลลาร์/เดือน | ผู้ประกอบการรายเดียวที่มีเอกสารไม่มากนัก |
| เงิน | 23 ดอลลาร์ต่อเดือน | Small businesses filing regular invoices |
| ทอง | 44 ดอลลาร์ต่อเดือน | Growing companies with steady receipts |
| แพลทินัม | 98 ดอลลาร์/เดือน | การปฏิบัติงานด้านบัญชีที่ยุ่งยาก |
| เพชร | 285 ดอลลาร์ต่อเดือน | Multi-client accounting firms |
| ไพลิน | 450 ดอลลาร์ต่อเดือน | การประมวลผลเอกสารปริมาณมาก |
Pricing verified September 2026.
ทดลองใช้งานฟรี: Yes. New accounts get trial credits so you can process a batch before paying.
รับประกันคืนเงิน: No refund policy published. The rolling monthly subscription cancels at any time instead.
📌 บันทึก: Unused credits stay live for 90 days. You can pause or downgrade the plan whenever volume drops, and custom packages exist for high-volume clients.
⚠️ Pricing conflict: Some published figures quote 50 credits at $17/month and 100 credits at $23/month. Our data lists Bronze at $12 and Silver at $23. Credit bundles and regional currency both shift the number, so confirm on the signup page before you buy.
ประโยชน์หลักของ AutoEntry
Here is where AutoEntry earns its keep:
- High accuracy capture: Up to 99% accurate thanks to proprietary optical character recognition. That cuts errors on every purchase invoice you upload.
- Line items, not just totals: It pulls detailed line items out of invoices. Your general ledger gets real category data.
- การแปลงข้อมูลจากใบแจ้งยอดบัญชีธนาคาร: Scanned statements become CSV or accounting-ready files. Roughly 80% of bank statement data clears in about four hours.
- Learns your rules: The system remembers nominal codes and tax rules per supplier, then offers auto publish to your accounting software.
- Capture from anywhere: Snap receipts on a mobile phone, forward by email, or drag files from the desktop.
- ราคาที่ยืดหยุ่น: Credits roll over, plans include unlimited users, and the rolling contract means no lock-in.
The dashboard keeps every uploaded document in one queue.
สิ่งที่ทีมของเราสังเกตเห็น
Our writer processed a real month of supplier paperwork through AutoEntry. Here is what came out of that:
The walkthrough below shows the same workflow end to end.
ข้อดีและข้อเสียของ AutoEntry
✅ ข้อดี
- Cheaper than Dext Prepare for a similar feature set
- Works with Sage, Xero and QuickBooks out of the box
- Converts PDF bank statements straight to Excel or CSV
- Reported time savings of up to 90% against manual entry
❌ ข้อเสีย
- Large batches can lag for several hours at peak times
- Support feedback is split, with slow replies reported by some
- Extraction rules take a learning curve to set up
เปรียบเทียบคุณสมบัติ
These two tools overlap in one place only: getting data out of documents and into your books. Everything past that point splits. Here are ten areas that decide which one belongs in your stack.
| คุณสมบัติ | ปริศนาไอโอ | ออโต้เอนทรี |
|---|---|---|
| ราคาเริ่มต้น | $0, then $42.50/month | 12 ดอลลาร์/เดือน |
| แผนฟรี | ✅ Under $5k spending | ❌ Trial credits only |
| บัญชีแยกประเภททั่วไป | ✅ | ❌ |
| การจับภาพเอกสาร (OCR) | ❌ | ✅ |
| ข้อมูลเชิงลึกแบบเรียลไทม์ | ✅ | ❌ |
| ระบบอัตโนมัติในการบันทึกบัญชี | ✅ | ❌ |
| แปลงรายงานบัญชีธนาคารเป็นไฟล์ CSV | ❌ | ✅ |
| การผสานรวม QuickBooks | ❌ Replaces it | ✅ Publishes to it |
| ผู้ใช้ไม่จำกัดจำนวน | ❌ Plan dependent | ✅ |
| เหมาะสำหรับ | Startup founders running their own books | Bookkeepers clearing paperwork |
1. Data Entry and Document Capture
ปริศนา IO: Data arrives through bank feeds and app connections rather than paper. Transactions flow in from your bank accounts and get sorted by AI. There is no receipt scanner here, so paper documents still need a home elsewhere.
AutoEntry: This is the whole product. Upload from desktop, email documents in, or photograph receipts on a mobile phone. It handles about 80% of receipts, invoices, vendor statements and bills in roughly two hours.
2. Dashboards and Reporting
ปริศนา IO: The dashboard consolidates every source into one view of financial health. You get real time insights on cash flow, burn rate and cash runway. Founders can check the current state of the company quickly instead of waiting for a close.
AutoEntry: Reporting is limited to what moved through the queue. You see documents processed, credits spent and items pending review. Actual financial reporting happens in whatever accounting software receives the data.
3. การบูรณาการและเครื่องมืออื่นๆ
ปริศนา IO: It links to Stripe, Brex, Ramp and Gusto to kill manual data entry. A partner network of bookkeeping firms sits alongside the software. It does not connect to QuickBooks because it aims to replace it.
AutoEntry: It plugs into Sage, Xero and QuickBooks plus a long list of other tools. Being Sage-owned makes the Sage path especially tight. If you already have accounting software, this slots in without changing it.
4. Invoices, Bills and Expenses
ปริศนา IO: Expenses are categorized automatically at up to 95% accuracy. The AI checks its own work and improves over time. Bill approval workflows are thinner than a dedicated accounts payable tool.
AutoEntry: Every purchase invoice is broken into line items rather than a single total. It also matches invoices against monthly supplier statements, which saves hours of cross-checking. Uploaded expenses can be assigned to specific users.
5. ระบบอัตโนมัติและการเผยแพร่
ปริศนา IO: Automation covers 85-95% of repetitive bookkeeping. Transaction categorization, rule generation and error checks all run without you. The books update themselves as money moves.
AutoEntry: Auto publish sends approved documents into your ledger with no clicks. Machine learning remembers nominal codes and tax rules per supplier. Batch processing and quick review save time, keeping time spent per document low.
6. Accrual Accounting and Revenue Recognition
ปริศนา IO: Built-in accrual automation handles revenue recognition, prepaid expenses and fixed assets. That work usually lives in spreadsheets at early stage companies. Removing it is the strongest argument for the paid plan.
AutoEntry: No accrual engine, because it is not a ledger. Smart analysis flags odd values before they reach your books. Accruals stay the accountant’s job in Sage, Xero or QuickBooks.
7. Bank Statements and Reconciliation
ปริศนา IO: Live bank feeds mean reconciliation happens continuously. There is no need to convert a PDF because the data arrives clean. Historic statements from a closed account are harder to bring in.
AutoEntry: Scanned bank statements convert to CSV or accounting-ready formats, and reconciliation is automated from there. Around 80% of bank statement data clears in about four hours. Users rate that PDF-to-Excel path highly.
⚠️ คำเตือน: Invoice processing normally takes 10 to 120 minutes. Large batches can stretch to 24 hours, so do not upload a year of paperwork the night before a filing date.
8. Tax Compliance and Trial Balance
ปริศนา IO: Income and expenses are tracked accurately through the year, so tax time is less painful. Tax compliance rests on the ledger being right rather than on filing tools. You still hand off to an accountant to file.
AutoEntry: Data is categorized using VAT codes pulled from your accounting software. You can prepare, adjust and output a trial balance for unlimited clients. That makes it a natural fit for digital tax filing regimes.
9. Onboarding and Ease of Use
ปริศนา IO: Self-guided onboarding means easy setup without a finance expert on call. Reviewers repeatedly call the interface clean and intuitive. That is the main reason people leave QuickBooks for it.
AutoEntry: The core upload flow is simple and the mobile app gets strong marks. Extraction rules are where the learning curve sits. Expect a week before the system stops needing corrections.
10. การกำหนดราคาและต้นทุน
Here is the money side, plan against plan.
| ชั้น | ปริศนาไอโอ | ออโต้เอนทรี |
|---|---|---|
| ฟรี | Accounting basics — $0/month | ❌ Trial credits only |
| ชำระค่าเข้าชมแล้ว | บริการด้านบัญชีและการวิเคราะห์ข้อมูลเชิงลึก — 42.50 ดอลลาร์สหรัฐต่อเดือน | ระดับบรอนซ์ — 12 ดอลลาร์ต่อเดือน |
| กลาง | ระบบอัตโนมัติขั้นสูง — 85 ดอลลาร์สหรัฐฯ ต่อเดือน | แพ็กเกจโกลด์ — 44 ดอลลาร์ต่อเดือน |
| ด้านบน | บริการบัญชีพร้อมระบบชั่งน้ำหนัก — 255 ดอลลาร์สหรัฐฯ ต่อเดือน | แพลตินัม — 98 ดอลลาร์สหรัฐฯ ต่อเดือน |
| สูงสุด | — | แซฟไฟร์ — 450 ดอลลาร์สหรัฐฯ ต่อเดือน |
ปริศนา IO: The free plan is genuinely useful for pre-revenue startups. After that the entry price is $42.50/month, which buys an entire general ledger rather than a single feature. Compared against QuickBooks plus a bookkeeper, that is still cheaper.
AutoEntry: At $12/month it is an add-on cost, not a platform cost. Credits roll over 90 days so quiet months are not wasted money. Against Dext Prepare it lands lower for a similar job.
💡 เคล็ดลับสำหรับมืออาชีพ: These prices are not really rivals. Puzzle IO at $42.50 replaces your books. AutoEntry at $12 sits on top of books you already pay for. Add your existing subscription before you compare the two numbers.
สถานการณ์ต่างๆ
| หากคุณต้องการ... | เลือก | ทำไม |
|---|---|---|
| A general ledger from scratch | ปริศนาไอโอ | AutoEntry has none |
| การบันทึกใบเสร็จและใบแจ้งหนี้ | ออโต้เอนทรี | Puzzle IO has no OCR |
| The lowest monthly cost | ออโต้เอนทรี | $12 versus $42.50 |
| Burn rate and runway tracking | ปริศนาไอโอ | Live founder metrics |
| To keep QuickBooks or Sage | ออโต้เอนทรี | Publishes into both |
| To serve many clients | ออโต้เอนทรี | Unlimited trial balances |
💰 งบประมาณของคุณ
If you are pre-revenue, Puzzle IO’s free tier costs nothing while spending stays under $5k. If you already pay for accounting software, AutoEntry adds $12 a month and nothing else changes.
🔌 อุปกรณ์เทคโนโลยีของคุณ
Teams running Stripe, Brex, Ramp and Gusto get more from Puzzle IO’s direct connections. Teams committed to Sage or Xero should not rip out a working ledger to chase a cleaner interface.
📄 ปริมาณเอกสารของคุณ
Heavy supplier paperwork tips this to AutoEntry immediately. If almost everything you buy is on a card and shows up in a bank feed, Puzzle IO covers it without any upload step.
🎓 ระดับประสบการณ์ของคุณ
Founders with no finance background usually manage better inside Puzzle IO. Trained bookkeepers get more value from AutoEntry because they already know where the data should land.
🆓 ทดลองใช้งานและเดโมฟรี
Run one real month through each before you decide. Founders who chose Puzzle IO after a trial usually did so for the reporting, not the automation.
🛟 ตัวเลือกการสนับสนุน
Support feedback is mixed on both sides. Around 82% of AutoEntry users report positive experiences, though slow replies come up often enough to plan around.
คู่มือการสลับใช้งาน
Already on one of them? Here is what changes.
🔄 กำลังเปลี่ยนจาก Puzzle IO ไปใช้ AutoEntry ใช่ไหม?
✅ สิ่งที่คุณจะได้รับ:
- Real document capture for receipts, invoices and statements
- A lower monthly bill and credits that roll over
- Freedom to keep Sage, Xero or QuickBooks as your ledger
❌ สิ่งที่คุณจะสูญเสีย:
- Your general ledger, so you need a replacement first
- Daily burn rate, runway and MRR views
- Built-in accrual handling for prepaid expenses and fixed assets
📋 วิธีการเปลี่ยน:
- Export your trial balance and transaction history from Puzzle IO
- Set up the ledger you are moving to, then open an AutoEntry account
- Connect AutoEntry to that ledger and upload a test batch before going live
🔄 กำลังเปลี่ยนจาก AutoEntry ไปใช้ Puzzle IO ใช่ไหม?
✅ สิ่งที่คุณจะได้รับ:
- A full AI ledger, so you can drop your old accounting software
- Live financial insights instead of a document queue
- A free tier while monthly spending stays under $5k
❌ สิ่งที่คุณจะสูญเสีย:
- Optical character recognition for paper and PDF documents
- Line item extraction and supplier statement matching
- Sage ownership and the stability that comes with it
📋 วิธีการเปลี่ยน:
- Publish every pending document in AutoEntry so nothing is stranded
- Open Puzzle IO and connect your bank accounts and payment tools
- Run both in parallel for one close, then cancel the old plan
สิ่งที่บทวิจารณ์ของเราไม่ได้กล่าวถึง
This comparison looked at startups, small businesses and small accounting practices. We did not test multi-entity consolidation, ตรวจสอบ trails for regulated industries, or either product’s API. Custom enterprise packages sit outside what we can price. Our notes reflect the September 2026 versions, and the Puzzle acquisition may change the roadmap in future releases.
คุณสมบัติสุดท้าย
| หมวดหมู่ | ผู้ชนะ |
|---|---|
| 💰 ราคา | ออโต้เอนทรี |
| 📄 การจับภาพเอกสาร | ออโต้เอนทรี |
| 📊 Reporting & Insights | ปริศนาไอโอ |
| 🔌 การผสานรวม | ออโต้เอนทรี |
| 🧮 Accrual & Ledger Depth | ปริศนาไอโอ |
| 👶 ใช้งานง่าย | ปริศนาไอโอ |
| 🏢 Fit for Accounting Firms | ออโต้เอนทรี |
| 🏆 ผู้ชนะเลิศโดยรวม | ออโต้เอนทรี |
🏆 ผู้ชนะ: AUTOENTRY
AutoEntry wins 4 of 7 categories.
เหมาะสำหรับ: bookkeepers, accounting firms with many clients, and any business keeping its current accounting software
ข้อคิดส่งท้าย: AutoEntry takes it on breadth. It costs less, it works with the accounting software almost everyone already runs, and it means far less time on the most tedious part of the job. Sage ownership since 2019 also means it is not going anywhere.
Puzzle IO is the better product for one specific person: a startup founder who wants to own financial management without hiring anyone. Its live view of financial data is something AutoEntry cannot offer, and non accountants find it far easier to use.
If you want an accurate picture of your books with the least effort, AutoEntry is the safer buy today. Plenty of teams run both, and that combination works well.
เปรียบเทียบ Puzzle IO เพิ่มเติม
Here is how Puzzle IO measures up against other ledgers:
Puzzle IO ชนะในด้าน: a friendlier interface for non accountants, daily drafted financials, built-in accrual automation
QuickBooks ชนะในด้าน: universal acceptance by accountants, far deeper feature coverage, a huge third-party app market
Puzzle IO ชนะในด้าน: startup metrics like burn rate out of the box, a free tier for small spenders, AI categorization built into the core
Xero ชนะในด้าน: global payroll and tax support, a mature partner network, multi-currency handling
Puzzle IO ชนะในด้าน: accrual accounting depth, investor-ready reporting, integrations with Stripe and Brex
คลื่น ชนะการแข่งขัน: free invoicing for freelancers, simpler cash-basis workflow, no spending cap on the free plan
Puzzle IO ปะทะ เน็ตสวีท
Puzzle IO ชนะในด้าน: setup measured in hours rather than months, transparent published pricing, no setup consultant needed
NetSuite ชนะในด้าน: multi-entity consolidation, inventory and supply chain modules, audit controls for larger companies
เปรียบเทียบคุณสมบัติเพิ่มเติมของ AutoEntry
And how AutoEntry stacks up against rival capture tools:
AutoEntry ชนะในด้าน: lower cost for comparable features, credits that roll over 90 days, tighter Sage integration
เด็กซ์ชนะด้วยคะแนน: faster turnaround on large batches, a broader supplier fetch library, more polished practice tools
AutoEntry ชนะในด้าน: line item extraction rather than header totals, bank statement conversion, supplier statement matching
ฮับด็อก ชนะการแข่งขัน: being bundled free with Xero plans, automatic document fetching from vendors, simpler setup
AutoEntry ชนะในด้าน: supplier invoice and bill processing, trial balance output for clients, credit-based pricing with no per-seat fee
ทำให้แพงขึ้น ชนะการแข่งขัน: employee expense reports, corporate card reconciliation, a stronger mobile experience for staff
AutoEntry ชนะในด้าน: a much lower entry price, Sage backing since 2019, a simpler learning path for small teams
Docyt ชนะด้วย: end-to-end document management, built-in reconciliation dashboards, industry templates for ร้านอาหาร and franchises
ถาม บ่อย ๆ
ใครคือซีอีโอของ Puzzle io?
Sasha Orloff is the CEO and co founder. He started the company with John Cwikla in 2019. Orloff is joining Accrual as part of the September 2026 acquisition.
บริษัท Sage เป็นเจ้าของ AutoEntry หรือไม่?
Yes. Sage acquired AutoEntry in September 2019 and still owns it. The product keeps its own name and continues to work with rival platforms such as Xero and QuickBooks.
AutoEntry ใช้เวลาประมวลผลนานเท่าไหร่?
Most invoices clear in 10 to 120 minutes. About 80% of bank statement data is done in roughly four hours. Very large batches can take up to 24 hours.
Sage AutoEntry มีราคาเท่าไหร่?
Plans run from $12 per month on Bronze up to $450 on Sapphire. Each tier includes a monthly credit allowance, and custom packages exist for high-volume users.
โปรแกรม AutoEntry สามารถใช้งานร่วมกับ QuickBooks ได้หรือไม่?
Yes. It publishes extracted data straight into QuickBooks, and also into Xero and Sage. That is the main reason it suits firms that will not change ledgers.
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