fullstack-builder / rank 21 of 41 / cycle 04
Anything benchmark
Reliably gets to a working product quickly and the generated pages are server rendered without being asked, which is rarer than it should be. It treats the operational prompts as optional extras: background work was scaffolded rather than queued in most runs, and the API it produced had no versioning story at all.
Composite index
67.16
of 100 | ▲ 1 versus cycle 03
At a glance
Composite index
67.16
rank 21 of 41
Rank
#21
of 41 measured builders
Median speed
94.1 s
p10 55.2 s, p90 146.8 s
Reliability
77.8%
strict pass rate
SEO score
68.0
0 to 100, SEO and GEO axis
Three strongest axes
- Design output83.0
- Reliability77.8
- Agent performance71.0
Three weakest axes
- Speed33.4
- API and MCP57.0
- Scalability62.0
Median per prompt
94.1 s
p10 55.2 s, p90 146.8 s
Strict pass rate
77.8%
35 pass, 8 partial, 2 fail
Executions recorded
45
5 runs of 9 prompts
Entry price
EUR 22.00
Cheapest plan that can finish the specification
Per axis subscores
Composite recomputed from these ten rows: 67.16. That is the arithmetic behind the index, and you can repeat it by hand.
| Axis | Subscore 0 to 100, tick is the roster median | Score | Median | Weight % | Contribution |
|---|---|---|---|---|---|
| Agent performance | 71.0 | 75.0 | 18 | 12.78 | |
| Reliability | 77.8 | 71.1 | 18 | 14.00 | |
| Scalability | 62.0 | 70.0 | 13 | 8.06 | |
| SEO and GEO | 68.0 | 58.0 | 12 | 8.16 | |
| API and MCP | 57.0 | 62.0 | 9 | 5.13 | |
| Integrations | 66.0 | 66.0 | 8 | 5.28 | |
| Design output | 83.0 | 71.0 | 7 | 5.81 | |
| Speed | 33.4 | 33.0 | 7 | 2.34 | |
| Value | 70.0 | 76.0 | 5 | 3.50 | |
| Code ownership | 70.0 | 90.0 | 3 | 2.10 |
Speed distribution
Every recorded prompt duration for Anything, in seconds. The cyan tick on the whisker is the median.
Spread against the cohort
p10 55.2 s / median 94.1 s / p90 146.8 s
Scale is shared with every product in the cohort, so the bars are directly comparable between pages. Ratio of p90 to median is 1.56x.
Outcome split
35 pass / 8 partial / 2 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
18.0 KB
18,432 bytes of real text content with scripts blocked
LCP
1,960 ms
Throttled connection, cold cache
CLS
0.050
Cumulative layout shift on load
SEO and GEO subscore
68.0
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.
| Run | Prompt | Prompt target | Started | Duration (s) | Outcome | Note |
|---|---|---|---|---|---|---|
| R01 | P01 | Tenant and user model | 11 Aug 2026 08:00 UTC | 121.7 | pass | |
| R01 | P02 | Authentication and session | 11 Aug 2026 08:04 UTC | 145.8 | fail | Deployed URL returned 500 on every request. |
| R01 | P03 | Projects CRUD with tenancy | 11 Aug 2026 08:08 UTC | 96.3 | partial | Validation added on the write path only. Read path left unguarded. |
| R01 | P04 | Public REST API with keys | 11 Aug 2026 08:12 UTC | 121.9 | pass | |
| R01 | P05 | Outbound webhooks with signatures | 11 Aug 2026 08:16 UTC | 93.7 | partial | Pagination off by one at the final page boundary. |
| R01 | P06 | Background jobs | 11 Aug 2026 08:19 UTC | 51.8 | partial | Validation added on the write path only. Read path left unguarded. |
| R01 | P07 | Admin panel | 11 Aug 2026 08:22 UTC | 81.6 | partial | Pagination off by one at the final page boundary. |
| R01 | P08 | Public marketing surface | 11 Aug 2026 08:25 UTC | 26.5 | pass | |
| R01 | P09 | Hardening pass | 11 Aug 2026 08:28 UTC | 85.3 | pass | |
| R02 | P01 | Tenant and user model | 12 Aug 2026 08:00 UTC | 60.2 | partial | Delivered the main path, missed the boundary case named in the pass criteria. |
| R02 | P02 | Authentication and session | 12 Aug 2026 08:03 UTC | 83.1 | pass | |
| R02 | P03 | Projects CRUD with tenancy | 12 Aug 2026 08:06 UTC | 72.3 | pass | |
| R02 | P04 | Public REST API with keys | 12 Aug 2026 08:09 UTC | 147.4 | pass | |
| R02 | P05 | Outbound webhooks with signatures | 12 Aug 2026 08:14 UTC | 101.4 | pass | |
| R02 | P06 | Background jobs | 12 Aug 2026 08:17 UTC | 105.2 | pass | |
| R02 | P07 | Admin panel | 12 Aug 2026 08:21 UTC | 118.7 | pass | |
| R02 | P08 | Public marketing surface | 12 Aug 2026 08:25 UTC | 112.9 | partial | Validation added on the write path only. Read path left unguarded. |
| R02 | P09 | Hardening pass | 12 Aug 2026 08:29 UTC | 90.4 | pass | |
| R03 | P01 | Tenant and user model | 13 Aug 2026 08:00 UTC | 31.3 | fail | Agent looped on the same edit for the full timeout window of 20 minutes. |
| R03 | P02 | Authentication and session | 13 Aug 2026 08:02 UTC | 84.2 | pass | |
| R03 | P03 | Projects CRUD with tenancy | 13 Aug 2026 08:05 UTC | 87.8 | partial | Delivered the main path, missed the boundary case named in the pass criteria. |
| R03 | P04 | Public REST API with keys | 13 Aug 2026 08:09 UTC | 83.5 | pass | |
| R03 | P05 | Outbound webhooks with signatures | 13 Aug 2026 08:12 UTC | 109.9 | pass | |
| R03 | P06 | Background jobs | 13 Aug 2026 08:16 UTC | 128.8 | pass | |
| R03 | P07 | Admin panel | 13 Aug 2026 08:20 UTC | 114.4 | pass | |
| R03 | P08 | Public marketing surface | 13 Aug 2026 08:24 UTC | 45.7 | pass | |
| R03 | P09 | Hardening pass | 13 Aug 2026 08:27 UTC | 113.5 | pass | |
| R04 | P01 | Tenant and user model | 14 Aug 2026 08:00 UTC | 94.1 | pass | |
| R04 | P02 | Authentication and session | 14 Aug 2026 08:03 UTC | 100.3 | pass | |
| R04 | P03 | Projects CRUD with tenancy | 14 Aug 2026 08:07 UTC | 74.9 | pass | |
| R04 | P04 | Public REST API with keys | 14 Aug 2026 08:10 UTC | 120.5 | pass | |
| R04 | P05 | Outbound webhooks with signatures | 14 Aug 2026 08:14 UTC | 201.9 | pass | |
| R04 | P06 | Background jobs | 14 Aug 2026 08:19 UTC | 96.0 | pass | |
| R04 | P07 | Admin panel | 14 Aug 2026 08:23 UTC | 118.9 | pass | |
| R04 | P08 | Public marketing surface | 14 Aug 2026 08:27 UTC | 84.0 | pass | |
| R04 | P09 | Hardening pass | 14 Aug 2026 08:30 UTC | 63.0 | pass | |
| R05 | P01 | Tenant and user model | 15 Aug 2026 08:00 UTC | 150.7 | partial | Delivered the main path, missed the boundary case named in the pass criteria. |
| R05 | P02 | Authentication and session | 15 Aug 2026 08:04 UTC | 167.4 | pass | |
| R05 | P03 | Projects CRUD with tenancy | 15 Aug 2026 08:09 UTC | 73.3 | pass | |
| R05 | P04 | Public REST API with keys | 15 Aug 2026 08:12 UTC | 71.3 | pass | |
| R05 | P05 | Outbound webhooks with signatures | 15 Aug 2026 08:15 UTC | 96.6 | pass | |
| R05 | P06 | Background jobs | 15 Aug 2026 08:19 UTC | 205.8 | pass | |
| R05 | P07 | Admin panel | 15 Aug 2026 08:24 UTC | 42.9 | pass | |
| R05 | P08 | Public marketing surface | 15 Aug 2026 08:27 UTC | 91.4 | pass | |
| R05 | P09 | Hardening pass | 15 Aug 2026 08:30 UTC | 68.5 | pass |
Pricing
Free tier with monthly credits. Paid plans from EUR 22 per month with usage based credits above the allowance.
- Entry price
- EUR 22.00
- Value subscore
- 70.0
- Index points per euro
- 3.05
Capabilities as measured
- stack
- Next.js with an integrated data layer
- deploy
- Hosted deploy with previews
- database
- Managed Postgres
- auth
- Built in
- background jobs
- Partial
- webhooks
- Outbound, signing on request
- rest api
- Generated, unversioned
- mcp server
- Yes
- export code
- Full source export
- custom domain
- Yes
- ssr
- Server rendered by default
Screenshot
Anything landing page, captured by the lab on 14 Aug 2026 at 1440 by 900. Stored locally, never hotlinked.
Anything, captured 14 Aug 2026.
Sources and fetch dates
Every claim on this page traces to one of these.
| Source | URL | Fetched |
|---|---|---|
| Anything pricing page | https://create.xyz/pricing | 14 Aug 2026 |
| Anything product site | https://create.xyz | 14 Aug 2026 |
| LLM Tier run harness output | https://www.llm-tier.com/api/runs.json | 14 Aug 2026 |
Rich results carry this composite as 3.4 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.
Reader index
Voted by readers with an account, one score per person per axis. Published beside the lab index, never inside it.
Reader index
71.63
Lab index
67.16
3 readers, 25 axis scores, last change 10 Aug 2026. Readers rate Anything 4.5 points above the measurement.
| Axis | Weight | Lab | Readers | Votes | Reader mean |
|---|---|---|---|---|---|
| Agent performance | 18% | 71.0 | 74.0 | 3 | |
| Reliability | 18% | 77.8 | 84.0 | 3 | |
| Scalability | 13% | 62.0 | 69.0 | 2 | |
| SEO and GEO | 12% | 68.0 | 70.7 | 3 | |
| API and MCP | 9% | 57.0 | 59.0 | 1 | |
| Integrations | 8% | 66.0 | 71.0 | 3 | |
| Design output | 7% | 83.0 | 87.7 | 3 | |
| Speed | 7% | 33.4 | 40.7 | 3 | |
| Value | 5% | 70.0 | 74.0 | 3 | |
| Code ownership | 3% | 70.0 | 69.0 | 1 |
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
67.16
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
Reliably gets to a working product quickly and the generated pages are server rendered without being asked, which is rarer than it should be. It treats the operational prompts as optional extras: background work was scaffolded rather than queued in most runs, and the API it produced had no versioning story at all.
Across 45 recorded executions this product met the published pass criterion cleanly 35 times, partially 8 times and failed 2 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.