The median wall clock time is 85.2 seconds per prompt, with a tenth percentile of 52.6 seconds and a ninetieth percentile of 133.1 seconds across 45 recorded executions.

How reliable is Lovable?

82.2% of recorded executions met the published pass criterion with no operator intervention. 6 were partial and 2 failed outright. Every one of those rows is published on this page.

Can I export the code from Lovable?

Full source export and GitHub sync. The code ownership subscore is 79.0 out of 100.

fullstack-builder / rank 5 of 41 / cycle 04

Lovable benchmark

Strongest single shot agent in the cohort. It read the tenancy requirement in prompt 1 without being told twice and carried the organisation scope through every later prompt. It lost points on the machine facing surface: webhook signing needed an explicit follow up in 3 of 5 runs, and the generated API had no idempotency handling.

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

Composite index

77.87

of 100 | ▼ 1 versus cycle 03

At a glance

Composite index

77.87

rank 5 of 41

Rank

of 41 measured builders

Median speed

85.2 s

p10 52.6 s, p90 133.1 s

Reliability

82.2%

strict pass rate

SEO score

75.0

0 to 100, SEO and GEO axis

Three strongest axes

Design output92.0
Agent performance89.0
Integrations86.0

Three weakest axes

Speed36.9
API and MCP66.0
Value74.0

Median per prompt

85.2 s

p10 52.6 s, p90 133.1 s

Strict pass rate

82.2%

37 pass, 6 partial, 2 fail

Executions recorded

5 runs of 9 prompts

Entry price

EUR 21.00

Cheapest plan that can finish the specification

Per axis subscores

Composite recomputed from these ten rows: 77.87. That is the arithmetic behind the index, and you can repeat it by hand.

Weight table

Per axis subscores against the roster median, and weighted contribution
Axis	Score	Median	Weight %	Contribution
Agent performance	89.0	75.0	18	16.02
Reliability	82.2	71.1	18	14.80
Scalability	78.0	70.0	13	10.14
SEO and GEO	75.0	58.0	12	9.00
API and MCP	66.0	62.0	9	5.94
Integrations	86.0	66.0	8	6.88
Design output	92.0	71.0	7	6.44
Speed	36.9	33.0	7	2.58
Value	74.0	76.0	5	3.70
Code ownership	79.0	90.0	3	2.37

Speed distribution

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

min 36.7 smax 179.9 s

Spread against the cohort

p10 52.6 s / median 85.2 s / p90 133.1 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

37 pass / 6 partial / 2 fail

SEO and GEO measurements

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

SEO and GEO leaderboard

HTML bytes, no JS

18.0 KB

18,432 bytes of real text content with scripts blocked

LCP

2,140 ms

Throttled connection, cold cache

CLS

0.060

Cumulative layout shift on load

SEO and GEO subscore

75.0

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.

JSON

Raw per run measurements
Run	Prompt	Prompt target	Started	Duration (s)	Outcome	Note
R01	P01	Tenant and user model	11 Aug 2026 08:00 UTC	62.3	fail	Deployed URL returned 500 on every request.
R01	P02	Authentication and session	11 Aug 2026 08:03 UTC	115.3	pass
R01	P03	Projects CRUD with tenancy	11 Aug 2026 08:06 UTC	115.3	pass
R01	P04	Public REST API with keys	11 Aug 2026 08:10 UTC	58.9	pass
R01	P05	Outbound webhooks with signatures	11 Aug 2026 08:13 UTC	120.7	partial	Webhook payloads delivered unsigned. HMAC header added only after an explicit follow up instruction.
R01	P06	Background jobs	11 Aug 2026 08:17 UTC	126.0	pass
R01	P07	Admin panel	11 Aug 2026 08:21 UTC	80.7	partial	Error envelope inconsistent between two of the endpoints.
R01	P08	Public marketing surface	11 Aug 2026 08:25 UTC	72.9	pass
R01	P09	Hardening pass	11 Aug 2026 08:28 UTC	50.2	pass
R02	P01	Tenant and user model	12 Aug 2026 08:00 UTC	77.1	pass
R02	P02	Authentication and session	12 Aug 2026 08:03 UTC	101.5	pass
R02	P03	Projects CRUD with tenancy	12 Aug 2026 08:06 UTC	82.5	pass
R02	P04	Public REST API with keys	12 Aug 2026 08:10 UTC	86.9	pass
R02	P05	Outbound webhooks with signatures	12 Aug 2026 08:13 UTC	73.0	pass
R02	P06	Background jobs	12 Aug 2026 08:17 UTC	137.7	partial	Delivered the main path, missed the boundary case named in the pass criteria.
R02	P07	Admin panel	12 Aug 2026 08:21 UTC	93.7	pass
R02	P08	Public marketing surface	12 Aug 2026 08:24 UTC	56.1	pass
R02	P09	Hardening pass	12 Aug 2026 08:27 UTC	107.2	pass
R03	P01	Tenant and user model	13 Aug 2026 08:00 UTC	129.3	pass
R03	P02	Authentication and session	13 Aug 2026 08:04 UTC	85.2	pass
R03	P03	Projects CRUD with tenancy	13 Aug 2026 08:07 UTC	73.2	pass
R03	P04	Public REST API with keys	13 Aug 2026 08:10 UTC	98.9	pass
R03	P05	Outbound webhooks with signatures	13 Aug 2026 08:14 UTC	179.9	partial	Webhook payloads delivered unsigned. HMAC header added only after an explicit follow up instruction.
R03	P06	Background jobs	13 Aug 2026 08:19 UTC	127.8	pass
R03	P07	Admin panel	13 Aug 2026 08:23 UTC	65.1	pass
R03	P08	Public marketing surface	13 Aug 2026 08:26 UTC	65.6	pass
R03	P09	Hardening pass	13 Aug 2026 08:29 UTC	71.6	pass
R04	P01	Tenant and user model	14 Aug 2026 08:00 UTC	70.0	pass
R04	P02	Authentication and session	14 Aug 2026 08:03 UTC	36.7	pass
R04	P03	Projects CRUD with tenancy	14 Aug 2026 08:05 UTC	72.4	pass
R04	P04	Public REST API with keys	14 Aug 2026 08:08 UTC	100.3	pass
R04	P05	Outbound webhooks with signatures	14 Aug 2026 08:12 UTC	146.5	partial	Webhook payloads delivered unsigned. HMAC header added only after an explicit follow up instruction.
R04	P06	Background jobs	14 Aug 2026 08:17 UTC	115.5	pass
R04	P07	Admin panel	14 Aug 2026 08:21 UTC	147.0	pass
R04	P08	Public marketing surface	14 Aug 2026 08:25 UTC	86.8	pass
R04	P09	Hardening pass	14 Aug 2026 08:28 UTC	77.3	pass
R05	P01	Tenant and user model	15 Aug 2026 08:00 UTC	40.2	pass
R05	P02	Authentication and session	15 Aug 2026 08:02 UTC	67.1	pass
R05	P03	Projects CRUD with tenancy	15 Aug 2026 08:05 UTC	95.8	pass
R05	P04	Public REST API with keys	15 Aug 2026 08:09 UTC	42.1	pass
R05	P05	Outbound webhooks with signatures	15 Aug 2026 08:12 UTC	63.7	fail	Generated migration conflicted with the existing schema and was not reconciled.
R05	P06	Background jobs	15 Aug 2026 08:15 UTC	135.7	pass
R05	P07	Admin panel	15 Aug 2026 08:19 UTC	121.7	pass
R05	P08	Public marketing surface	15 Aug 2026 08:23 UTC	86.1	partial	Required one clarifying instruction before the criterion was met.
R05	P09	Hardening pass	15 Aug 2026 08:26 UTC	43.9	pass

Pricing

Free tier with a small daily credit allowance. Paid plans from EUR 21 per month, metered per agent message.

Entry price: EUR 21.00
Value subscore: 74.0
Index points per euro: 3.71

Capabilities as measured

stack: React and Vite with a hosted Postgres backend
deploy: One click hosted deploy with preview URLs
database: Managed Postgres with a visual schema editor
auth: Built in email, OAuth and row level policies
background jobs: Yes, scheduled and queued functions
webhooks: Outbound supported, signing needs prompting
rest api: Generated per project, versioning is manual
mcp server: Yes, official connector
export code: Full source export and GitHub sync
custom domain: Yes on paid plans
ssr: Client rendered by default, server rendering on request

Screenshot

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

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

Lovable, captured 14 Aug 2026.

Sources and fetch dates

Every claim on this page traces to one of these.

Sources with fetch dates
Source	URL	Fetched
Lovable pricing page	https://lovable.dev/pricing	14 Aug 2026
Lovable product site	https://lovable.dev	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 3.9 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.

Lovable head to head

lovable vs bolt-new lovable vs v0 lovable vs replit base44 vs lovable totalum vs lovable firebase-studio vs lovable floot vs lovable

Reader index

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

Score it or read the notes

Reader index

82.79

Lab index

77.87

6 readers, 55 axis scores, last change 14 Aug 2026. Readers rate Lovable 4.9 points above the measurement.

Reader mean against the measured lab subscore for each axis
Axis	Weight	Lab	Readers	Votes
Agent performance	18%	89.0	95.3	6
Reliability	18%	82.2	87.5	6
Scalability	13%	78.0	85.5	6
SEO and GEO	12%	75.0	78.0	6
API and MCP	9%	66.0	61.8	4
Integrations	8%	86.0	92.2	6
Design output	7%	92.0	99.6	5
Speed	7%	36.9	42.2	6
Value	5%	74.0	79.8	6
Code ownership	3%	79.0	85.3	4

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

85.33

3 published open ratings, submitted without an account

Lab index

77.87

Measured, not voted

Gap to the measurement

7.46

Positive means open raters put it above the measurement

What agent performance looked like in practice

Across 45 recorded executions this product met the published pass criterion cleanly 37 times, partially 6 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.