Reddit CQS tier distribution: what 4,544 accounts showed
A 4,544-account Signals audit shows why karma alone does not predict Reddit posting eligibility.
Reddit's Contributor Quality Score is the quiet gate behind a lot of "why did my post disappear?" cases. Reddit says CQS assigns every account to one of five tiers, based on prior account actions, network and location signals, and account security steps such as email verification. Moderators can use that tier inside AutoModerator, including rules that filter Lowest-CQS users regardless of visible karma.
Signals runs an aged Reddit account marketplace plus an editorial network for AI brand mentions across Reddit, Quora, Product Hunt, and Threads. For this audit, we pulled 4,544 account-quality records from Signals inventory and mapped internal quality tiers to Reddit's public CQS ladder: poor to Low/Lowest, fair to Moderate, good to High, and excellent or elite to Highest. This is proxy data, not Reddit's private global distribution, but it is useful for operators buying, warming, or diagnosing accounts.
What did the audit measure?
The audit measured account quality inputs, not Reddit's private CQS API. The dataset covered 4,544 Signals account-quality rows with tier, account age, total karma, verified-email status, activity counts, and a quality-computed timestamp through May 7, 2026. We used Signals' internal quality tier as a CQS proxy because Reddit does not expose a bulk CQS export. That limit matters. A buyer should treat this as marketplace-operational evidence, not a claim about every Reddit account on the platform.
The proxy is still useful because it tracks the same public factors Reddit names: account actions, network and location signals, security steps, and contribution history. It also matches what operators see in the field. A new account with visible karma can still fail. A modest-karma account with age, verified email, and normal comments can pass. The full CQS guide covers the signal model; this post covers the distribution.
What CQS tier do most Reddit accounts have?
Most usable accounts cluster in the middle, not at Highest. In this audit, 1,906 accounts mapped to High, 1,548 mapped to Moderate, 924 mapped to Low or Lowest, and 166 mapped to Highest. That puts 41.9% at High, 34.1% at Moderate, 20.3% at Low/Lowest, and 3.7% at Highest. The distribution matters because operators tend to buy accounts by headline karma and age, then wonder why the first promotional post gets filtered.
The practical read is simple: Moderate is normal, High is good, Highest is rare. If a vendor claims every aged account is "top CQS," ask for the testing method. Reddit's own docs say scores move up and down regularly, so a static label without a recent check is decorative.
How much does account age change CQS?
Age is the strongest floor signal in this sample. Every account under 180 days old mapped to Low/Lowest. The sample had 112 accounts under 30 days, 48 accounts between 30 and 89 days, and 84 accounts between 90 and 179 days; all 244 landed in the poor tier. The first meaningful break appeared after a year. Among 4,295 accounts aged 365+ days, 44.4% mapped to High, 36.0% to Moderate, 15.7% to Low/Lowest, and 3.9% to Highest.
That does not mean age alone fixes an account. It means very young accounts start from a trust deficit that karma cannot reliably erase. Reddit's Poster Eligibility Guide already lists account age as a posting criterion, and Reddit's CQS docs confirm CQS can sit below the visible age and karma checks. For a campaign with a real date, the safest account is old enough that age stops being the deciding variable. Our karma threshold guide covers the account-age margin by subreddit risk tier.
How much karma is enough for a High CQS proxy?
Karma only started behaving like a useful predictor above 1,000 total karma. Accounts under 100 karma were mostly weak: 57.4% Low/Lowest, 42.1% Moderate, and only 0.4% High. The 1,000 to 4,999 karma band looked materially better, with 52.1% High, 38.9% Moderate, 6.7% Low/Lowest, and 2.3% Highest. The 5,000+ karma band was stronger again: 72.2% High, 17.2% Moderate, 10.1% Highest, and 0.5% Low/Lowest.
| Karma band | Sample size | Low/Lowest | Moderate | High | Highest |
|---|---|---|---|---|---|
| Under 100 | 1,334 | 57.4% | 42.1% | 0.4% | 0.0% |
| 1,000 to 4,999 | 2,011 | 6.7% | 38.9% | 52.1% | 2.3% |
| 5,000+ | 1,180 | 0.5% | 17.2% | 72.2% | 10.1% |
This is why "100 karma" is a bad buying target for serious subreddits. It may clear a visible minimum, but it does not prove the account has enough contribution history to avoid CQS filtering. The safer operator target is 1,000+ total karma with most of it coming from real comments, not karma-farm posts.
Does email verification lift the account enough?
Verification removes a disqualifier, but it does not create a high-quality account. Verified accounts in this audit were much stronger than unverified accounts: 51.6% mapped to High, 33.5% to Moderate, 10.4% to Low/Lowest, and 4.5% to Highest. Unverified accounts were the reverse: 62.8% Low/Lowest, 36.4% Moderate, and only 0.8% High.
3,683 accounts. The distribution tilted toward High, but one in ten still mapped to Low/Lowest.
Verified861 accounts. Nearly two-thirds mapped to Low/Lowest, and almost none mapped to High.
UnverifiedVerification is required account hygiene. It is not evidence that the account can post in a strict subreddit.
Operator ruleThis matches Reddit's own framing. Email verification appears in both CQS and Poster Eligibility documentation, but as one factor among many. If an account is unverified, fix that before doing anything else. If it is already verified and still filtered, stop re-checking email and diagnose age, karma source, removals, subreddit fit, and CQS proxy quality.
What should operators do with this distribution?
Use CQS distribution as a buying and warmup filter, not as a vanity score. For DIY warmup, the first target is Moderate: verified email, 30+ days of age, useful comment history, no removals, and no link-heavy posting. For brand or launch work, the target should be High: 365+ days, 1,000+ karma, normal subreddit spread, and a clean visibility check. Highest is nice, but not the planning assumption.
If an account is under 180 days old, treat it as fragile no matter how polished it looks. If it has under 100 karma, assume it can pass only soft communities. If it is unverified, do not use it. If it has high karma but repeated removals, test it before campaign day. The account-too-new playbook gives the waiting path; the Reddit marketing guide explains how this fits into broader subreddit execution.
What are the limits of this data?
This is an account-inventory audit, not a platform census. It over-represents accounts that were available for marketplace or operational review, and it uses Signals' quality tiers as a CQS proxy because Reddit does not expose account-level CQS through a public bulk API. It also does not prove why an individual account moved tiers. We can see the cross-tab: age, karma, verification, activity, and quality tier. We cannot see Reddit's internal network signals or enforcement model.
Those limits are exactly why the recommendation is conservative. Do not buy or warm to a single number. Buy or warm to a profile: older than the target subreddit requires, verified, enough comment-led karma, low removal history, normal browsing and session hygiene, and a recent visibility test. CQS is not the only gate, but it is the gate that explains why visible karma alone keeps failing.
Frequently asked questions
Is this Reddit's official CQS distribution?
No. Reddit does not publish a global CQS distribution or expose bulk CQS data. This is a Signals account-quality audit mapped to Reddit's public five-tier CQS model. Treat it as marketplace evidence for operator decisions, not a platform-wide census.
What CQS tier should I target before posting?
Target Moderate for low-risk comments and High for brand, launch, SaaS, finance, crypto, or creator posts. Lowest and Low are the tiers most likely to hit AutoMod filters, especially in subreddits that use the contributor_quality field.
Can high karma still have low CQS?
Yes. In this audit, 0.5% of accounts with 5,000+ karma still mapped to Low/Lowest. That is rare, but it proves the point: karma is necessary evidence, not the whole trust model.
Does verified email guarantee a better CQS?
No. Verified accounts were much stronger in aggregate, but 10.4% still mapped to Low/Lowest. Verification is a floor signal. The account still needs age, clean history, normal network behavior, and useful participation.
How should I check an account before buying it?
Ask for age, karma, verified-email status, sample post history, subreddit mix, removal history, and a recent CQS or quality-tier check. If the vendor will not show enough evidence to audit the account, assume the tier claim is marketing copy.
