Best Platform for Data Ingestion From Any Source: 8 Picks

  • Last updated November 13, 2026
  • 8 options compared
  • Prices checked on official sites
Quick answer

Fivetran is the best platform for data ingestion from any source for most teams that want managed connectors and little upkeep, with Airbyte as the best low cost starting point and Hevo Data as the best no-code pick for small teams. Fivetran bills monthly active rows separately for each connection, not across the whole account, so one busy source cannot borrow the volume discount of a quiet one, and each standard connection carries a $5 monthly base charge. Airbyte Standard starts at $20 a month with 5 credits included, which makes it the cheapest entry point here, while Integrate.io charges a flat $1,999 a month with no row limit at all.

Pick by three things before you look at features: the unit each vendor bills, the fastest sync you need, and the limit that forces an upgrade. One vendor bills rows changed per connection, another bills credits by rows or gigabytes, a third bills events, and a fourth bills records written. Those units are not interchangeable, so a tool that looks cheap at 5 million rows can cost far more at 50 million. The eight tools below cover SaaS apps, APIs, databases, files and streams, and each one loads into a warehouse, a lake or a database destination.

On this page
  1. Comparison table
  2. 1. Fivetran
  3. 2. Airbyte
  4. 3. Hevo Data
  5. 4. Stitch
  6. 5. Integrate.io
  7. 6. Skyvia
  8. 7. Rivery
  9. 8. Matillion
  10. How we chose
  11. Which platform fits your volume and budget
  12. FAQ
  13. Sources

Best platform for data ingestion from any source: comparison table

Swipe the table sideways on a phone to see every column.

#NameBest forStarting priceFree plan / trialLink
1FivetranManaged ELT with the widest connector set$5 per connection/monthYesVisit
2AirbyteLow cost cloud ingestion with self-hosted option$20 per month with 5 credits includedFree trial (14 days)Visit
3Hevo DataNo-code pipelines for small data teams$299 per month for 5 million eventsYesVisit
4StitchSimple scheduled replication into a warehouse$100 per month for 5 million rowsFree trial (14 days)Visit
5Integrate.ioFlat fee pipelines with no volume meter$1,999 per month flatFree trial (14 days)Visit
6SkyviaNo-code ELT with visual mapping$79 per month billed annually for 5 million…YesVisit
7RiveryCredit based ELT with code steps$0.90 per credit per month on BaseFree trial (14 days)Visit
8MatillionWarehouse native transformation at scalequote onlyFree trial (14 days)Visit

The 8 best best platform for data ingestion from any sources, in detail

1

Fivetran

Best for: Managed ELT with the widest connector set

Fivetran is the managed option for teams that want to connect a source once and stop thinking about it. The catalog covers SaaS apps, databases, files and event streams, and Standard syncs every 15 minutes. The free plan covers 500,000 monthly active rows a month, plus 5,000 transformation model runs.

Pricing$5 per connection/month plus $495 per million MAR
Free plan / trialYes
  • Enterprise adds 1-minute syncs, while Business Critical adds customer managed keys.
  • Choose Fivetran when connector breadth and hands off operation matter more than a flat monthly bill.
  • Do not choose it when your budget needs a fixed number each month, because the bill moves with rows changed in each source.
  • Check MAR per connection before you sign, not the account total.

Pros

  • More than 700 connectors
  • 15-minute syncs on Standard
  • free plan covers 500,000 MAR a month

Cons

  • MAR is billed per connection, so volume discounts do not pool across connections
  • transformations are billed separately by model run

Visit Fivetran →

2

Airbyte

Best for: Low cost cloud ingestion with self-hosted option

Airbyte Cloud Standard costs $20 a month and includes 5 credits, with each extra credit at $5. A credit is the shared unit across source types, and the meter differs by source: 6 credits per million rows from APIs and custom sources, and 4 credits per 1 GB from databases and files. That split matters, because a wide database table and a narrow API feed price very differently at the same row count.

Pricing$20 per month with 5 credits included
Free plan / trialFree trial (14 days)
  • Plus starts at $189 a month for 40 credits and adds 15-minute syncs and single sign-on.
  • Pro and Enterprise Flex move to capacity pricing by Data Workers, with 5-minute syncs.
  • Choose Airbyte when you want the lowest entry price in cloud or a free self-hosted path.
  • Do not choose Standard when you need syncs faster than once an hour, because that needs Plus or a higher plan.

Pros

  • Standard starts at $20 a month
  • Airbyte Core is free to self-host
  • more than 700 connectors

Cons

  • Standard syncs only once an hour
  • extra credits cost $5 each, so high volume bills grow fast

Visit Airbyte →

3

Hevo Data

Best for: No-code pipelines for small data teams

Hevo Data is a no-code pipeline platform for teams that want to move data from SaaS apps and databases into a warehouse without writing code. The free plan covers 1 million events a month with more than 50 connectors and 1-hour syncs. Starter costs $299 a month for 5 million events, or $265 a month billed annually, and adds the full set of more than 150 connectors and 10 users.

Pricing$299 per month for 5 million events
Free plan / trialYes
  • Professional starts at $849 a month for 20 million events and adds streaming pipelines.
  • An event is one record inserted, updated or deleted, so a table that changes often can use the monthly allowance faster than a quiet table of the same
  • Choose Hevo when your team has no data engineer and your sources are mostly SaaS apps.
  • Do not choose it when you have high change tables, because the event meter makes the bill hard to predict at scale.

Pros

  • Free plan covers 1 million events a month
  • no-code setup with 150 plus connectors
  • Starter includes 10 users

Cons

  • Free and Starter sync only once an hour
  • every insert, update and delete counts as a billable event

Visit Hevo Data →

4

Stitch

Best for: Simple scheduled replication into a warehouse

Stitch is a plain cloud ELT service built on the open Singer standard, and it is now a Qlik product. Standard starts at $100 a month for 5 million rows a month, with tiers up to 300 million rows, and it includes 1 destination, 10 standard sources and 5 users. Advanced costs $1,500 a month billed annually for 100 million rows, while Premium costs $3,000 a month billed annually for 1 billion rows.

Pricing$100 per month for 5 million rows
Free plan / trialFree trial (14 days)
  • The 14-day free trial covers unlimited rows and needs no card.
  • Stitch loads raw data and leaves transformation to a separate tool.
  • Choose Stitch when you want the simplest replication setup at a low entry price.
  • Do not choose Standard when you need more than one destination or enterprise sources, because that jump to Advanced is large.

Pros

  • Standard starts at $100 a month
  • 14-day trial needs no card
  • simple row based pricing

Cons

  • Standard allows only 1 destination, 10 standard sources and 5 users
  • no built in transformation

Visit Stitch →

5

Integrate.io

Best for: Flat fee pipelines with no volume meter

Integrate.io is a low-code pipeline platform that charges one flat fee instead of metering rows, events or credits. The Core plan costs $1,999 a month and includes unlimited data volume, unlimited pipelines, unlimited connectors and unlimited users, with 60-second pipeline frequency and 30-day onboarding with a Solution Engineer. It covers ETL, ELT, change data capture and reverse ETL in one plan, with more than 200 connectors.

Pricing$1,999 per month flat
Free plan / trialFree trial (14 days)
  • Every plan includes 24/7 support.
  • Choose Integrate.io when your volume is high or unpredictable and you want the bill to stay the same each month.
  • Do not choose it when your volume is small, because a usage based tool such as Airbyte or Stitch will cost far less at low volume.

Pros

  • Flat $1,999 a month with unlimited data, pipelines and connectors
  • 60-second pipeline frequency
  • 24/7 support on every plan

Cons

  • No free plan, only a 14-day trial
  • entry price is far above the low cost tools in this list

Visit Integrate.io →

6

Skyvia

Best for: No-code ELT with visual mapping

Skyvia is a no-code cloud platform for data integration, and its Data Integration product handles replication into a warehouse, import, export, two-way sync and visual pipelines. The free plan covers 10,000 records a month with 2 scheduled integrations. Basic costs $79 a month billed annually, or $99 billed monthly, for 5 million records a month, but it runs only once a day and allows 5 scheduled integrations.

Pricing$79 per month billed annually for 5 million records
Free plan / trialYes
Websiteskyvia.com
  • Standard costs $159 a month billed annually, or $199 billed monthly, and adds hourly runs and 50 scheduled integrations, with extra records at $0.06 p
  • Professional starts at $399 a month billed annually for 10 million records and runs every minute.
  • Skyvia counts every row it writes on each run, even when the data has not changed.
  • Choose Skyvia when you want visual mapping at a modest price.

Pros

  • Free plan covers 10,000 records a month
  • Basic gives 5 million records for $79 a month billed annually
  • visual mapping with no code

Cons

  • Basic runs only once a day
  • Standard gives the same $79 a month billed annually for only 500,000 records with hourly runs

Visit Skyvia →

7

Rivery

Best for: Credit based ELT with code steps

Rivery, now sold by Boomi as Boomi Data Integration, bills in BDU credits, the renamed Rivery pricing unit. Base lists $0.90 per credit on monthly billing, with 1 environment, 2 users, unlimited connections, workflow orchestration and built in version control, and a 60-minute minimum sync. Credit use is published by task: 0.5 credit per API table per run, 1 credit per 100 MB from databases and files, and 2 credits per 100 MB for log based change data capture.

Pricing$0.90 per credit per month on Base
Free plan / trialFree trial (14 days)
Websiterivery.io
  • Professional adds a second environment, Python steps and 15-minute syncs, but its rate is not published.
  • Enterprise adds unlimited environments and a 5-minute sync.
  • Choose Rivery when you want code steps and orchestration on the same meter as ingestion.
  • Do not choose Base when you need Python, an API or fast syncs, because those need Professional or higher.

Pros

  • Base lists $0.90 per credit
  • unlimited connections on Base
  • Logic Flows run SQL and Python on the same credit meter

Cons

  • Base allows only 1 environment and 2 users, with 60-minute syncs
  • Professional and higher plans have no published rate

Visit Rivery →

8

Matillion

Best for: Warehouse native transformation at scale

Matillion, now branded Maia, is a cloud native low-code platform that runs transformations as SQL inside your own warehouse, and it also handles ingestion and change data capture into that warehouse. It sells Developer, Teams and Scale editions as fixed annual packages that include credits, and it does not publish a price per credit or per plan, so the starting price here is quote only. Credits are consumed by task hours: 1 credit per task hour for orchestration, 3 credits for transformation, and 1 or 2 credits for change data capture streams, with extra developer users at 70 credits each per month.

Pricingquote only
Free plan / trialFree trial (14 days)
  • Because every transformation runs inside your warehouse, each run also consumes warehouse compute, so the total cost is the Matillion package plus tha
  • Choose Matillion when your transformations must run inside the warehouse and your team works in Snowflake, Databricks, Redshift or BigQuery.
  • Do not choose it when you need a published price before a sales call, because you will not get one from the pricing page.

Pros

  • Transformations run inside Snowflake, Databricks, Redshift or BigQuery
  • credits are consumed only when a pipeline runs
  • 14-day trial includes 500 credits

Cons

  • No published price per credit or per plan
  • warehouse compute is a second bill on top of the Matillion package

Visit Matillion →

How we chose

We included only tools that ingest from SaaS apps, APIs, databases and files into a warehouse or lake, with a published price or a published unit rate, or a clear quote only status in the case of Matillion. Prices and plan limits come from official vendor pricing pages and docs opened on 2026-11-12, and the Sources list gives one official pricing URL per item. We did not test any tool hands-on. One fact that changes the choice is the Fivetran per connection rule: monthly active rows are billed separately for each connection, so a team with one busy source and nine quiet ones does not get the volume discount it would get if the rows were pooled. Another fact most roundups skip is the Airbyte credit split: 6 credits per million rows from APIs against 4 credits per 1 GB from databases and files.

Which platform fits your volume and budget

Monthly volume Best pick Why
Under 1 million rows or events Fivetran free plan or Hevo free plan Both cover 1 million or less at no cost, with 500,000 MAR on Fivetran and 1 million events on Hevo
5 million rows or events Airbyte Standard at $20 a month Lowest entry price here, with 5 credits included
5 million records, daily refresh Skyvia Basic at $79 a month billed annually 5 million records, with daily runs
5 million rows, hourly refresh Stitch Standard at $100 a month 5 million rows, with a 14-day trial
High or unpredictable volume Integrate.io at $1,999 a month flat No row, event or credit meter, so a backfill does not change the bill
Warehouse native transformation Matillion, quote only Credits by task hour, with transformation at 3 credits per task hour

Frequently asked questions

How much does the best platform for data ingestion from any source cost?

Entry prices in this list run from $20 a month for Airbyte Standard with 5 credits included, to $100 a month for Stitch Standard, $299 a month for Hevo Starter, and $1,999 a month flat for Integrate.io, while Fivetran starts at $5 per connection a month plus $495 per million monthly active rows, and Matillion is quote only.

Which is best for a small team with no data engineer?

Hevo Data and Skyvia are the best picks for a small team with no data engineer, because both are no-code with visual setup and a free plan. Hevo covers 1 million events a month free, while Skyvia covers 10,000 records a month free.

Is there a free plan for data ingestion?

Yes. Fivetran has a free plan to 500,000 monthly active rows a month, Hevo has a free plan to 1 million events a month, and Skyvia has a free plan to 10,000 records a month. Airbyte Core is free to self-host, and the other tools here offer a 14-day free trial instead.

What is the difference between MAR, credits and events?

Monthly active rows, credits and events are three different billing units. Fivetran counts each distinct row changed in a month per connection, Airbyte counts credits at 6 per million API rows or 4 per 1 GB from databases and files, and Hevo counts each record inserted, updated or deleted as one event.

Can I ingest from any source, including files and APIs?

Yes, with limits. All eight tools cover SaaS apps, databases and files, and most cover APIs and event streams. Airbyte and Fivetran list more than 700 connectors each, Hevo lists more than 150, and Stitch lists about 140, so check your exact sources before you buy.

Sources

Prices and features were read on each company’s own website in November 2026. They change often, so confirm the current offer on the official site before you sign up or buy.