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fullstack-builder / rank 38 of 41 / cycle 04

YouWare benchmark

Fast and pleasant for anything with a front end and a light data layer, and one of the cheapest routes to something publishable. The failure pattern is consistent rather than random: every run produced a working product and then stopped short on the operational prompts, so the reliability figure is dragged down by the same three criteria each time.

Last run: 14 Aug 2026 17:40 UTCNext scheduled run: 21 Aug 2026 09:00 UTCOfficial siteYouWare reviews and ratings

Composite index

56.55

of 100 | 1 versus cycle 03

At a glance

Composite index

56.55

rank 38 of 41

Rank

#38

of 41 measured builders

Median speed

80.0 s

p10 46.3 s, p90 143.0 s

Reliability

48.9%

strict pass rate

SEO score

61.0

0 to 100, SEO and GEO axis

Three strongest axes

  • Design output82.0
  • Value78.0
  • Agent performance63.0

Three weakest axes

  • Speed39.2
  • API and MCP44.0
  • Reliability48.9

Median per prompt

80.0 s

p10 46.3 s, p90 143.0 s

Strict pass rate

48.9%

22 pass, 9 partial, 14 fail

Executions recorded

45

5 runs of 9 prompts

Entry price

EUR 12.00

Cheapest plan that can finish the specification

Per axis subscores

Composite recomputed from these ten rows: 56.55. That is the arithmetic behind the index, and you can repeat it by hand.

Per axis subscores against the roster median, and weighted contribution
AxisSubscore 0 to 100, tick is the roster medianScoreMedianWeight %Contribution
Agent performance63.075.01811.34
Reliability48.971.1188.80
Scalability54.070.0137.02
SEO and GEO61.058.0127.32
API and MCP44.062.093.96
Integrations52.066.084.16
Design output82.071.075.74
Speed39.233.072.74
Value78.076.053.90
Code ownership52.090.031.56

Speed distribution

Every recorded prompt duration for YouWare, in seconds. The cyan tick on the whisker is the median.

min 31.4 smax 335.5 s

Spread against the cohort

p10 46.3 s / median 80.0 s / p90 143.0 s

Scale is shared with every product in the cohort, so the bars are directly comparable between pages. Ratio of p90 to median is 1.79x.

Outcome split

22 pass / 9 partial / 14 fail

SEO and GEO measurements

Taken from the public marketing page this product generated in prompt 8, fetched with JavaScript disabled.

HTML bytes, no JS

14.0 KB

14,336 bytes of real text content with scripts blocked

LCP

2,120 ms

Throttled connection, cold cache

CLS

0.070

Cumulative layout shift on load

SEO and GEO subscore

61.0

0 to 100, worth 12 index points

Raw run data: 45 executions

One row per prompt execution. Nothing is aggregated away, nothing is hidden, including the failures.

Raw per run measurements
RunPromptPrompt targetStartedDuration (s)OutcomeNote
R01P01Tenant and user model11 Aug 2026 08:00 UTC40.4pass
R01P02Authentication and session11 Aug 2026 08:02 UTC150.5partialDelivered the main path, missed the boundary case named in the pass criteria.
R01P03Projects CRUD with tenancy11 Aug 2026 08:07 UTC60.0failGenerated migration conflicted with the existing schema and was not reconciled.
R01P04Public REST API with keys11 Aug 2026 08:10 UTC140.2partialAPI keys issued without rotation or rate limiting. The published ceiling was never enforced.
R01P05Outbound webhooks with signatures11 Aug 2026 08:14 UTC175.7partialDelivered the main path, missed the boundary case named in the pass criteria.
R01P06Background jobs11 Aug 2026 08:19 UTC100.6failBackground jobs are out of scope for the platform. Nothing queued, nothing scheduled.
R01P07Admin panel11 Aug 2026 08:23 UTC90.8pass
R01P08Public marketing surface11 Aug 2026 08:26 UTC62.5pass
R01P09Hardening pass11 Aug 2026 08:29 UTC85.6failBuild did not start after deploy. Recorded as a fail with the log preserved.
R02P01Tenant and user model12 Aug 2026 08:00 UTC53.0pass
R02P02Authentication and session12 Aug 2026 08:02 UTC77.6pass
R02P03Projects CRUD with tenancy12 Aug 2026 08:06 UTC114.9pass
R02P04Public REST API with keys12 Aug 2026 08:10 UTC335.5partialAPI keys issued without rotation or rate limiting. The published ceiling was never enforced.
R02P05Outbound webhooks with signatures12 Aug 2026 08:17 UTC132.9pass
R02P06Background jobs12 Aug 2026 08:21 UTC114.2failBackground jobs are out of scope for the platform. Nothing queued, nothing scheduled.
R02P07Admin panel12 Aug 2026 08:25 UTC112.8failGenerated migration conflicted with the existing schema and was not reconciled.
R02P08Public marketing surface12 Aug 2026 08:29 UTC79.5failAgent looped on the same edit for the full timeout window of 20 minutes.
R02P09Hardening pass12 Aug 2026 08:33 UTC36.2pass
R03P01Tenant and user model13 Aug 2026 08:00 UTC58.7pass
R03P02Authentication and session13 Aug 2026 08:02 UTC118.2failDeployed URL returned 500 on every request.
R03P03Projects CRUD with tenancy13 Aug 2026 08:06 UTC67.5pass
R03P04Public REST API with keys13 Aug 2026 08:10 UTC50.3partialAPI keys issued without rotation or rate limiting. The published ceiling was never enforced.
R03P05Outbound webhooks with signatures13 Aug 2026 08:12 UTC48.6pass
R03P06Background jobs13 Aug 2026 08:15 UTC105.5failBackground jobs are out of scope for the platform. Nothing queued, nothing scheduled.
R03P07Admin panel13 Aug 2026 08:19 UTC292.8failDeployed URL returned 500 on every request.
R03P08Public marketing surface13 Aug 2026 08:26 UTC54.3pass
R03P09Hardening pass13 Aug 2026 08:29 UTC55.1pass
R04P01Tenant and user model14 Aug 2026 08:00 UTC79.6failAgent looped on the same edit for the full timeout window of 20 minutes.
R04P02Authentication and session14 Aug 2026 08:03 UTC80.0pass
R04P03Projects CRUD with tenancy14 Aug 2026 08:06 UTC144.9pass
R04P04Public REST API with keys14 Aug 2026 08:11 UTC44.7partialAPI keys issued without rotation or rate limiting. The published ceiling was never enforced.
R04P05Outbound webhooks with signatures14 Aug 2026 08:13 UTC60.2pass
R04P06Background jobs14 Aug 2026 08:16 UTC100.1failBackground jobs are out of scope for the platform. Nothing queued, nothing scheduled.
R04P07Admin panel14 Aug 2026 08:20 UTC104.1pass
R04P08Public marketing surface14 Aug 2026 08:24 UTC39.9pass
R04P09Hardening pass14 Aug 2026 08:26 UTC52.1failGenerated migration conflicted with the existing schema and was not reconciled.
R05P01Tenant and user model15 Aug 2026 08:00 UTC31.4pass
R05P02Authentication and session15 Aug 2026 08:02 UTC51.4partialDelivered the main path, missed the boundary case named in the pass criteria.
R05P03Projects CRUD with tenancy15 Aug 2026 08:05 UTC82.6partialValidation added on the write path only. Read path left unguarded.
R05P04Public REST API with keys15 Aug 2026 08:08 UTC93.1partialAPI keys issued without rotation or rate limiting. The published ceiling was never enforced.
R05P05Outbound webhooks with signatures15 Aug 2026 08:12 UTC104.6pass
R05P06Background jobs15 Aug 2026 08:16 UTC62.0failBackground jobs are out of scope for the platform. Nothing queued, nothing scheduled.
R05P07Admin panel15 Aug 2026 08:19 UTC72.0pass
R05P08Public marketing surface15 Aug 2026 08:22 UTC90.5failGenerated migration conflicted with the existing schema and was not reconciled.
R05P09Hardening pass15 Aug 2026 08:25 UTC89.2pass

Pricing

Generous free tier aimed at published community projects. Paid plans from EUR 12 per month.

Entry price
EUR 12.00
Value subscore
78.0
Index points per euro
4.71

Capabilities as measured

stack
React with a hosted data layer
deploy
Hosted, public by default
database
Built in collections
auth
Basic
background jobs
No
webhooks
Inbound only
rest api
Read mostly
mcp server
No
export code
Partial
custom domain
Yes on paid plans
ssr
Partial

Screenshot

YouWare landing page, captured by the lab on 14 Aug 2026 at 1440 by 900. Stored locally, never hotlinked.

YouWare landing page, captured by the lab at 1440 by 900

YouWare, captured 14 Aug 2026.

Sources and fetch dates

Every claim on this page traces to one of these.

Sources with fetch dates
SourceURLFetched
YouWare pricing pagehttps://youware.com/pricing14 Aug 2026
YouWare product sitehttps://youware.com14 Aug 2026
LLM Tier run harness outputhttps://www.llm-tier.com/api/runs.json14 Aug 2026

Rich results carry this composite as 2.8 on a 0 to 5 scale because that is the only scale the format accepts. The number on this page, 0 to 100, is the real one.

YouWare head to head

Reader index

Voted by readers with an account, one score per person per axis. Published beside the lab index, never inside it.

Reader index

not rated yet

Lab index

56.55

2 readers have scored 100% of the index weight so far. A reader index is published at 3 voters and 50% coverage.

Reader mean against the measured lab subscore for each axis
AxisWeightLabReadersVotesReader mean
Agent performance18%63.073.02
Reliability18%48.957.02
Scalability13%54.066.01
SEO and GEO12%61.070.02
API and MCP9%44.045.01
Integrations8%52.063.02
Design output7%82.092.52
Speed7%39.251.52
Value5%78.086.52
Code ownership3%52.059.01

The reader index is a weighted mean of reader submitted axis scores using the published index weights, renormalised over the axes readers have scored. It is never blended into the lab index. How this works.

Open rating mean

n/a

0 published open ratings, submitted without an account

Lab index

56.55

Measured, not voted

Gap to the measurement

n/a

Positive means open raters put it above the measurement

What agent performance looked like in practice

Fast and pleasant for anything with a front end and a light data layer, and one of the cheapest routes to something publishable. The failure pattern is consistent rather than random: every run produced a working product and then stopped short on the operational prompts, so the reliability figure is dragged down by the same three criteria each time.

Across 45 recorded executions this product met the published pass criterion cleanly 22 times, partially 9 times and failed 14 times. The rows above carry the reviewer note for every non clean outcome, which is the only way to tell a product that fails loudly from one that fails quietly.