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IT AI Index
Index › Products › Firebase · October 2026 Edition
1 category · Named, not ranked

Firebase

11Judge labels
0First choices
2Negative labels
7 / 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.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Firebase was named 2 times in NoSQL, where MongoDB led with 74%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In nosql · 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 Firebase 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
NoSQL databasesData platform0%16 of 730%2under 10 labels · led by MongoDB at 74%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Firebase held within the floor in its one category: no change cleared 11 points.

Best category · NoSQL · by segment

Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 7 → 11 of 59
Mid-market▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 11 → 15 of 69

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
NoSQL2%0%▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 11 → 16 of 73

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 Firebase across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501001
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small01001
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative3 labelsNone
Budget-constrained2 labelsNone
Scale-constrained3 labelsNone
Negative3 labelsNone
First choiceAlternativeMentionNegative11 labels in all, every segment counted; 0 of the 0 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.

“Generous free tier for development and small applications” Claude Haiku 4.5 · NoSQL · budget prompt · alternative
“Serverless, fully managed: DynamoDB or Firebase” Mistral Small · NoSQL · scale 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 Firebase, over the 11 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Firebase was named but was not.
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ProductSame answerTook the first choice insteadHead to head
MongoDB9 of 118Not among the top eight
Redis9 of 110Not among the top eight
Amazon DynamoDB6 of 111Not among the top eight
Apache Cassandra6 of 110Not among the top eight
Couchbase6 of 110Not among the top eight
PostgreSQL4 of 111Not among the top eight
Supabase4 of 111Not among the top eight
Apache CouchDB3 of 110Not among the top eight
Google Cloud Firestore3 of 110Not among the top eight
Neo4j3 of 110Not among the top eight
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 Firebase. 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 6 of the 11 answers that named Firebase and are not a share of its labels.

Search and answers

firebase.google.com is not in Google's top ten for any of the category's searches. In the answers, Firebase takes 0% of first choices and MongoDB takes 74%.
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In search

Google, US estimates
Position for “nosql database”
–
not in the top ten
Position for “nosql databases”
–
not in the top ten
Searches for its name, Google
90,500 a month (“firebase”)
AI search demand for its name, est.
3,437 a month
Organic visits to its site
about 91,247 a month
Searches its site ranks for
2,648 · 1,242 in the top three
Sites linking to it
74,278
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US

In answers

This edition
Share of first choices
0%
rank 16 of 73 in nosql
Segment leader
74%
MongoDB
First choices
0 across its categories
Named in
11 answers
Its own site cited
in 6 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

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Addresses on firebase.google.com
610
subdomains included
Content
35
counted in the table below
Documentation
552
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Case study23undated
Glossary or explainer6undated
Report or ebook5undated
Conference or event1undated
How it is countedHide how it is counted

Every page firebase.google.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 Firebase

What the judge wrote, as written, with how often. The vendor table decides that these count as Firebase; a claim can dispute any of them.
Firebase (Limited Free Tier) 1

Follow Firebase

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

Firebase is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Google's Mobile and Web App Development Platform
For
developers
Price stated
Get $300 to unlock all Firebase features firebase.google.com
Free plan or trial
Get $300 to unlock all Firebase features firebase.google.com
Customers named
NPRHalfbrickDuolingoVenmoSTAGEAcintyoLe Figaro
Not stated on the pages read
Starting price, integrations, certifications, hosting

What Firebase's own pages state, read September 28, 2026: firebase.google.com, firebase.google.com/docs/storage/security/rules-conditions, firebase.google.com/products/cloud-messaging. 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 Firebase'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 Firebase, 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 Firebase by email, built from the raw record of the edition. It shows:

  • where Firebase 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 Firebase, 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.
The subscriber app

A verification link goes to your work email; an address at firebase.google.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.