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 → 12 of 47
1 category · RankedDeepSource
16Judge labels
1First choices
1Negative labels
9 / 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
0% in SAST for small business buyers
Rank 9 of 71 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 5 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business12 of 51
0%10 labels
accepted challenger
Mid-market9 of 71
2%5 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In sast · 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 DeepSource 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 |
|---|---|---|---|---|---|---|---|
| Static application security testing | Developer platform | 2% | 9 of 71 | 0% | 5 | under 10 labels · led by Semgrep at 36% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, DeepSource held within the floor in its one category: no change cleared 11 points.
Best category · SAST · by segment
Mid-market▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 9 pointsRank 20 → 9 of 65
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| SAST | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 20 → 9 of 71 |
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 DeepSource 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 DeepSource 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 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
Direct2 labelsNone
Paraphrase1 labelNone
Comparative6 labelsNone
Budget-constrained2 labels1
Scale-constrained3 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative16 labels in all, every segment counted; 1 of the 1 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.
“The best SAST tool for a company with a limited budget is Semgrep's free tier, SonarQube Community, Snyk Code's Team plan, or DeepSource.” Llama 4 Maverick · SAST · budget prompt · first choice
“Smaller teams that want quick, zero-config feedback and lighter overhead.” GLM 4.7 FlashX · SAST · direct prompt · alternative
“1. DeepSource - Best for Developer Experience” GLM 4.7 FlashX · SAST · paraphrase 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 DeepSource, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and DeepSource was named but was not.ShowHide
Named alongside
The products named in the same answers as DeepSource, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and DeepSource 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 DeepSource. 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 16 of the 16 answers that named DeepSource and are not a share of its labels.
Domains cited
dev.to15
appsecsanta.com11
codeant.ai10
checkmarx.com9
deepsource.comYour site8
gitautoreview.com8
safeguard.sh8
zeropath.com7
jit.io6
aikido.dev5
Seventy-nine of the eighty-seven domain citations in answers naming DeepSource came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
deepsource.com is not in Google's top ten for any of the category's searches. In the answers, DeepSource takes 2% of first choices and Semgrep takes 36%.ShowHide
Search and answers
deepsource.com is not in Google's top ten for any of the category's searches. In the answers, DeepSource takes 2% of first choices and Semgrep takes 36%.
ShowHideIn search
Google, US estimatesPosition for “sast tool”
–
not in the top ten
Position for “sast tools”
–
not in the top ten
- Searches for its name, Google
- 320 a month (“deepsource”)
- AI search demand for its name, est.
- 3 a month
- Organic visits to its site
- about 7,847 a month
- Searches its site ranks for
- 2,745 · 40 in the top three
- Sites linking to it
- 2,085
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
2%
rank 9 of 71 in SAST
Segment leader
36%
Semgrep
- First choices
- 1 across its categories
- Named in
- 16 answers
- Its own site cited
- in 16 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 deepsource.com
5,639
subdomains included
Content
253
counted in the table below
Documentation
133
Product · Integration
6 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 144 | undated | SCA, SAST | ||
| Glossary or explainer | 81 | undated | IaC, SAST | ||
| Comparison | 12 | undated | SAST | ||
| Case study | 11 | undated | |||
| Podcast or video | 4 | undated | |||
| Template or tool | 1 | undated |
How it is countedHide how it is counted
Every page deepsource.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. Read September 29, 2026.
Follow DeepSource
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
DeepSource is its own company.ShowHide
The company
DeepSource is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI Code Review Platform
- For
- fast-moving teams and their agents
- Price stated
- 14-day free trial, no credit card needed deepsource.com
- Starting price
- 24 deepsource.com/pricing
- Free plan or trial
- 14-day free trial, no credit card needed deepsource.com
- Certifications
- SOC 2 Type II CompliantGDPR CompliantPCI Level 1 certified
- Customers named
- AncestryBabbelOmnigocode-exitosdgraphDVCGrid AIMasonite
- Not stated on the pages read
- Integrations, hosting
What DeepSource's own pages state, read September 28, 2026: deepsource.com, deepsource.com/pricing, trust.deepsource.com, deepsource.com/platform/ai, deepsource.com/customers. 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 DeepSource'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 DeepSource, 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 DeepSource by email, built from the raw record of the edition. It shows:
- where DeepSource 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 DeepSource, 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.