Small business▼−2Since September 2026: 8% → 6%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
6%from 8% in September 2026
Inside the floor by 9 pointsRank 5 → 6 of 131
1 category · RankedKNIME Analytics Platform
29Judge labels
7First choices
0Negative labels
12 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
8% in ML platforms for small business buyers
Rank 8 of 107 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 9 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business3 of 139
8%20 labels
accepted challenger
Mid-market8 of 107
4%9 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In ml platforms · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named KNIME Analytics Platform for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| ML platforms | Data platform | 4% | 8 of 107 | 0% | 9 | under 10 labels · led by Azure Machine Learning at 21% | ▼−6Since September 2026: 10% → 4%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, KNIME Analytics Platform held within the floor in its one category: no change cleared 11 points.
Best category · ML platforms · by segment
Mid-market▼−6Since September 2026: 10% → 4%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
4%from 10% in September 2026
Inside the floor by 5 pointsRank 4 → 8 of 97
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ML platforms | 10% | 4% | ▼−6Since September 2026: 10% → 4%, −6 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 4 → 8 of 107 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated KNIME Analytics Platform across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated KNIME Analytics Platform across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct3 labels1
Paraphrase0 labelsNone
Comparative8 labels3not counted in share
Budget-constrained13 labels6
Scale-constrained1 labelNone
Negative4 labels2not counted in share
First choiceAlternativeMentionNegative29 labels in all, every segment counted; 7 of the 12 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Offers a fully-featured free desktop version, making it ideal for small teams and budget-conscious companies” Mistral Small · ML platforms · budget prompt · first choice
“I'd recommend starting with KNIME or RapidMiner since they offer free versions” MiniMax M2.5 · ML platforms · budget prompt · first choice
“KNIME is the only platform with public pricing under $100/month, making it the best starting point without a sales call.” Claude Haiku 4.5 · ML platforms · comparative prompt · alternative
“Best Visual/No-Code ... The desktop version is completely free and unrestricted.” Gemini 3.5 Flash · ML platforms · budget prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
No model argued against it.
Named alongside
The products named in the same answers as KNIME Analytics Platform, over the 29 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and KNIME Analytics Platform was named but was not.ShowHide
Named alongside
The products named in the same answers as KNIME Analytics Platform, over the 29 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and KNIME Analytics Platform was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named KNIME Analytics Platform. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 28 of the 29 answers that named KNIME Analytics Platform and are not a share of its labels.
Domains cited
g2.com19
checkthat.ai16
eweek.com13
learn.g2.com12
spotsaas.com12
devopsschool.com11
pickmysoft.com10
it-ai-index.com9
us.fitgap.com8
dagshub.com7
117 of the 117 domain citations in answers naming KNIME Analytics Platform came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
knime.com is not in Google's top ten for any of the category's searches. In the answers, KNIME Analytics Platform takes 4% of first choices and Azure Machine Learning takes 21%.ShowHide
Search and answers
knime.com is not in Google's top ten for any of the category's searches. In the answers, KNIME Analytics Platform takes 4% of first choices and Azure Machine Learning takes 21%.
ShowHideIn search
Google, US estimatesPosition for “machine learning platform”
–
not in the top ten
Position for “machine learning platforms”
–
not in the top ten
- Searches for its name, Google
- 320 a month (“knime analytics platform”)
- AI search demand for its name, est.
- 3 a month
- Organic visits to its site
- about 28,171 a month
- Searches its site ranks for
- 4,525 · 210 in the top three
- Sites linking to it
- 8,583
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
4%
rank 8 of 107 in ML platforms
Segment leader
21%
Azure Machine Learning
- First choices
- 7 across its categories
- Named in
- 29 answers
- Its own site cited
- in 28 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on knime.com
31,327
subdomains included
Content
1,760
counted in the table below
Documentation
209
Product · Integration
2,200 · 4
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 909 | 0 | 2026-05-13 | AI coding | |
| Template or tool | 329 | undated | |||
| Blog | 316 | 12 | 2026-09-23 | ||
| Webinar or virtual event | 83 | 0 | 2025-10-16 | ||
| Case study | 76 | undated | |||
| Comparison | 18 | 0 | 2026-03-31 | ||
| News or press | 13 | undated | |||
| Report or ebook | 8 | undated | |||
| Glossary or explainer | 8 | 0 | 2026-04-23 |
Most recent
- 2026-09-23Alteryx to knime migration FAQs blog
- 2026-09-03Predictive analytics supply chain practical guide blog
- 2026-09-01How ing turned one auditors insight 400 peoples advantage blog
- 2026-08-24Governed virality why alignment real speed advantage blog
- 2026-08-21Human loop isnt governance if only one human understands it blog
- 2026-08-14What it actually takes trust ai supply chain decision blog
Events in person
Upcoming
- November 16, 2026 to November 19, 2026Knime at Synergy 2026Fontainebleau, Las Vegas · sponsors
Last twelve months
- September 29, 2026Snowflake World Tour BerlinBerlin · sponsored
- September 10, 2026Obzen Summit 2026Seoul, South Korea
As the event pages on knime.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page knime.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as KNIME Analytics Platform
What the judge wrote, as written, with how often. The vendor table decides that these count as KNIME Analytics Platform; a claim can dispute any of them.
KNIME 7
Follow KNIME Analytics Platform
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
KNIME Analytics Platform is its own company.ShowHide
The company
KNIME Analytics Platform is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- free and open-source KNIME Analytics Platform enables anyone – whether they come from a business, technical or data background – to intuitively work with data, every day.
- For
- anyone – whether they come from a business, technical or data background
- Price stated
- Free and open source; KNIME Team Plan from €99/month and $99/month; KNIME Pro Plan from €19/month and $19/month knime.com
- Starting price
- 0 knime.com
- Free plan or trial
- KNIME Analytics Platform - Free knime.com
- Integrations claimed
- 300 knime.com
- Certifications
- ISO 27001SOC 2 Type II
- Customers named
- SeagateDeutsche TelekomSparkasse KölnBonnContinentalKLMTata SteelHennessy Automotive GroupSiemens
- Not stated on the pages read
- Hosting
What KNIME Analytics Platform's own pages state, read September 28, 2026: knime.com, trust.knime.com, knime.com/solutions/knime-spreadsheet-users, knime.com/partners. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when KNIME Analytics Platform's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as KNIME Analytics Platform, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for KNIME Analytics Platform by email, built from the raw record of the edition. It shows:
- where KNIME Analytics Platform is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name KNIME Analytics Platform, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.