Home/data-integration/Best Data Integration Software

Best Data Integration Software

What 10 leading AI models recommend

Top Recommendations

#1

Informatica

Mentioned by
9/10
models
Average rank: 1.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5+6 more
#2

Microsoft

Mentioned by
8/10
models
Average rank: 2.4
Gemini Fclaude-sonnet-4.5claude-opus-4.5+5 more
#3

Talend

Mentioned by
8/10
models
Average rank: 3.4
Gemini Fclaude-sonnet-4.5claude-opus-4.5+5 more
#4

IBM

Mentioned by
8/10
models
Average rank: 3.6
Gemini Fclaude-sonnet-4.5claude-opus-4.5+5 more
#5

Azure Data Factory

Mentioned by
7/10
models
Average rank: 2.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5+4 more
#6

Fivetran

Mentioned by
6/10
models
Average rank: 6.8
Gemini Fclaude-sonnet-4.5claude-opus-4.5+3 more

What Each AI Model Says

?

gpt-4o-mini

  1. 3Microsoft Azure Data Factory+
  2. 4IBM DataStage+
  3. 5Apache NiFi+
D

DeepSeek V3

  1. 1SAP Data Services+
  2. 2Oracle Data Integrator+
  3. 3Snowflake Data Cloud+
  4. 4AWS Glue+
  5. 5Azure Data Factory+
G

Gemini 2.5 Flash

  1. 1Intelligent Data Management Cloud+
  2. 2Azure Data Factory+
  3. 3Azure Synapse Analytics+
  4. 4Talend Open Studio+
  5. 5DataStage+
?

mistral-large-2512

  1. 1Informatica Intelligent Data Management Cloud+
  2. 2Synapse Analytics+
  3. 2Azure Data Factory+
  4. 3Talend Data Fabric+
  5. 4IBM Cloud Pak for Data+
?

claude-sonnet-4.5

  1. 7Oracle Data Integrator+
  2. 8SAP Data Services+
  3. 9AWS Glue+
  4. 4Azure Data Factory+
  5. 5InfoSphere DataStage+
?

glm-4.7

  1. 1Azure Data Factory+
  2. 2IBM InfoSphere DataStage+
?

llama-3.3-70b-instruct:free

  1. 2Azure Data Factory+
  2. 2SQL Server Integration Services+
  3. 3InfoSphere DataStage+
  4. 4Talend Open Studio+
  5. 5SAP Data Services+
?

claude-opus-4.5

  1. 1PowerCenter+
  2. 2IDMC+
  3. 3Azure Data Factory+
  4. 4Microsoft Fabric+
  5. 5Data Intelligence+
G

Gemini 2.5 Pro

No rankings extracted

?

gpt-5.1

  1. 1Informatica Intelligent Data Management Cloud (IDMC)+
  2. 2IBM DataStage+
  3. 3SAP Data Services+
  4. 4Oracle Data Integrator (ODI)+
  5. 5Azure Data Factory (ADF)+

Complete Rankings

RankProduct/CompanyModels MentioningAvg. RankMentioned By
1Informatica
9/10
1.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
2Microsoft
8/10
2.4
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
3Talend
8/10
3.4
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-4o-minillama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
4IBM
8/10
3.6
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
5Azure Data Factory
7/10
2.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:freemistral-large-2512DeepSeekglm-4.7
6Fivetran
6/10
6.8
Gemini Fclaude-sonnet-4.5claude-opus-4.5mistral-large-2512DeepSeekglm-4.7
7SAP
5/10
4.2
claude-opus-4.5gpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
8Oracle
5/10
5.8
claude-opus-4.5gpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
9SAP Data Services
4/10
5.3
claude-sonnet-4.5gpt-5.1llama-3.3-70b-instruct:freeDeepSeek
10Oracle Data Integrator
4/10
6.5
claude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:freeDeepSeek
11AWS Glue
4/10
8.5
claude-sonnet-4.5claude-opus-4.5llama-3.3-70b-instruct:freeDeepSeek
12IBM DataStage
3/10
3.0
gpt-4o-minigpt-5.1DeepSeek
13InfoSphere DataStage
3/10
3.5
claude-sonnet-4.5llama-3.3-70b-instruct:freemistral-large-2512
14Talend Open Studio
3/10
4.0
Gemini Fllama-3.3-70b-instruct:freemistral-large-2512
15AWS
3/10
8.0
claude-opus-4.5llama-3.3-70b-instruct:freeDeepSeek
16Matillion
3/10
8.5
Gemini Fclaude-opus-4.5mistral-large-2512
17MuleSoft
3/10
11.5
Gemini Fclaude-sonnet-4.5claude-opus-4.5
18Cost
2/10
1.0
Gemini Fgpt-4o-mini
19Talend Data Fabric
2/10
5.0
gpt-5.1mistral-large-2512
20Google Cloud
2/10
6.0
Gemini Fclaude-opus-4.5
21Qlik
2/10
6.5
gpt-5.1glm-4.7
22Snaplogic
2/10
10.0
claude-sonnet-4.5claude-opus-4.5
23Dell Boomi
2/10
10.0
Gemini FDeepSeek
24Cloud Pak for Data
2/10
-
Gemini Fclaude-opus-4.5
25Pre-built Connectors
2/10
-
gpt-4o-miniglm-4.7
26CLAIRE engine
2/10
-
claude-opus-4.5DeepSeek
27DataStage
2/10
-
Gemini Fclaude-opus-4.5
28Informatica Intelligent Data Management Cloud (IDMC)
1/10
1.0
gpt-5.1
29Breadth & depth
1/10
1.0
gpt-5.1
30Cost & licensing complexity
1/10
1.0
gpt-5.1
31Robust data integration capabilities
1/10
1.0
llama-3.3-70b-instruct:free
32Informatica Intelligent Data Management Cloud
1/10
1.0
mistral-large-2512
33User experience & agility
1/10
2.0
gpt-5.1
34Tight integration with Microsoft ecosystem
1/10
2.0
llama-3.3-70b-instruct:free
35Synapse Analytics
1/10
2.0
mistral-large-2512
36Hybrid & mainframe support
1/10
2.0
gpt-5.1
37SQL Server Integration Services
1/10
2.0
llama-3.3-70b-instruct:free
38Robust data integration and quality capabilities
1/10
3.0
llama-3.3-70b-instruct:free
39Non-SAP integration less compelling
1/10
3.0
gpt-5.1
40Best integration with SAP apps
1/10
3.0
gpt-5.1
41Microsoft Azure Data Factory
1/10
3.0
gpt-4o-mini
42Open-source platform with a large community
1/10
4.0
llama-3.3-70b-instruct:free
43Perception as "Oracle-first"
1/10
4.0
gpt-5.1
44Real-time replication (GoldenGate)
1/10
4.0
gpt-5.1
45Oracle Data Integrator (ODI)
1/10
4.0
gpt-5.1
46IBM Cloud Pak for Data
1/10
4.0
mistral-large-2512
47SAP Data Intelligence
1/10
5.0
mistral-large-2512
48Tight integration with SAP ecosystem
1/10
5.0
llama-3.3-70b-instruct:free
49Azure-centric
1/10
5.0
gpt-5.1
50Azure Data Factory (ADF)
1/10
5.0
gpt-5.1
51Apache NiFi
1/10
5.0
gpt-4o-mini
52Denodo
1/10
6.0
gpt-5.1
53Logical data integration
1/10
6.0
gpt-5.1
54Denodo Platform
1/10
6.0
gpt-5.1
55SnapLogic
1/10
6.0
gpt-4o-mini
56Not a full ETL replacement
1/10
6.0
gpt-5.1
57Strong support for real-time data integration
1/10
6.0
llama-3.3-70b-instruct:free
58Scalable and flexible data integration capabilities
1/10
7.0
llama-3.3-70b-instruct:free
59Google Cloud Dataflow
1/10
7.0
llama-3.3-70b-instruct:free
60Google
1/10
7.0
llama-3.3-70b-instruct:free
61Portfolio integration in progress
1/10
7.0
gpt-5.1
62Real-time data movement
1/10
7.0
gpt-5.1
63Snowflake
1/10
7.0
DeepSeek
64Strong support for big data and cloud deployments
1/10
8.0
llama-3.3-70b-instruct:free
65Airbyte
1/10
11.0
claude-opus-4.5
66Boomi
1/10
12.0
claude-opus-4.5
67Change Data Capture (CDC)
1/10
-
glm-4.7
68Intelligent Data Management Cloud
1/10
-
Gemini F
69Azure Synapse Analytics
1/10
-
Gemini F
70Vendor Lock-in (Azure)
1/10
-
Gemini F
71Learning Curve
1/10
-
Gemini F
72Cloud Dataflow
1/10
-
Gemini F
73Data Fusion
1/10
-
Gemini F
74data quality
1/10
-
claude-sonnet-4.5
75pre-built connectors
1/10
-
claude-sonnet-4.5
76Anypoint Platform
1/10
-
claude-sonnet-4.5
77API management
1/10
-
claude-sonnet-4.5
78PowerCenter
1/10
-
claude-opus-4.5
79IDMC
1/10
-
claude-opus-4.5
80Microsoft Fabric
1/10
-
claude-opus-4.5
81Data Intelligence
1/10
-
claude-opus-4.5
82Integration Suite
1/10
-
claude-opus-4.5
83Oracle Integration Cloud
1/10
-
claude-opus-4.5
84Dataflow
1/10
-
claude-opus-4.5
85Cloud Data Fusion
1/10
-
claude-opus-4.5
86AWS AppFlow
1/10
-
claude-opus-4.5
87ETL
1/10
-
gpt-4o-mini
88Data Quality
1/10
-
gpt-4o-mini
89Data Governance
1/10
-
gpt-4o-mini
90Scalability
1/10
-
gpt-4o-mini
91Cloud Compatibility
1/10
-
gpt-4o-mini
92Open Source Option
1/10
-
gpt-4o-mini
93Integration with Azure Ecosystem
1/10
-
gpt-4o-mini
94Real-Time Data Flow
1/10
-
gpt-4o-mini
95Claire AI
1/10
-
mistral-large-2512
96High Cost
1/10
-
mistral-large-2512
97Limited Non-Microsoft Connectors
1/10
-
mistral-large-2512
98Complex UI
1/10
-
mistral-large-2512
99Outdated UI
1/10
-
mistral-large-2512
100Limited Transformation Capabilities
1/10
-
mistral-large-2512
101Snowflake Data Cloud
1/10
-
DeepSeek
102CLAIRE
1/10
-
glm-4.7
103Comprehensive Connectivity
1/10
-
glm-4.7
104Cost & Complexity
1/10
-
glm-4.7
105Ecosystem Integration
1/10
-
glm-4.7
106Vendor Lock-in
1/10
-
glm-4.7
107IBM InfoSphere DataStage
1/10
-
glm-4.7
108Processing Power
1/10
-
glm-4.7
109Legacy Support
1/10
-
glm-4.7
110User Interface
1/10
-
glm-4.7
111Data Quality Native
1/10
-
glm-4.7
112Open Source Roots
1/10
-
glm-4.7
113Zero-Configuration
1/10
-
glm-4.7
114Cost Model
1/10
-
glm-4.7

Query Posed to AI Models

"Software that enables organizations to discover, access, and integrate data from various sources to support business processes and analytics. Rank the leading vendors in the Data Integration market. For each vendor, explain their key strengths and weaknesses, and which types of businesses they are best suited for."

Generated: January 2, 2026 at 05:51 AM